Medical

Medical

• 2022-06-27 EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System    Haoran Su, Yaofeng D. Zhong, Joseph Y.J. Chow, Biswadip Dey, Li Jin arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Medical  PDF
• 2022-06-27 Distributional Gaussian Processes Layers for Out-of-Distribution Detection    Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker arXiv_CV arXiv_CV  Reconstruction  Segmentation  Pose  Detection  Medical  CNN  Prediction  PDF
• 2022-06-27 Consistency-preserving Visual Question Answering in Medical Imaging    Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman arXiv_CV arXiv_CV  Pose  Relation  VQA  Medical  QA  PDF
• 2022-06-27 Diffusion Deformable Model for 4D Temporal Medical Image Generation    Boah Kim, Jong Chul Ye arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-06-27 Context-Aware Transformers For Spinal Cancer Detection and Radiological Grading    Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman arXiv_CV arXiv_CV  Transformer  Pose  Detection  Medical  Prediction  PDF
• 2022-06-27 Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-06-27 Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance    Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou arXiv_CV arXiv_CV  Pose  Classification  Medical  PDF
• 2022-06-27 SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration    Xiao Fan, Shuxin Zhuang, Zhemin Zhuang, Shunmin Qiu, Alex Noel Joseph Raj, Yibiao Rong arXiv_CV arXiv_CV  Unsupervised  Pose  Relation  Medical  PDF
• 2022-06-27 Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework    Jayakanth Kunhoth, Somaya Al-Maadeed, Suchithra Kunhoth, Younus Akbari arXiv_CV arXiv_CV  Handwriting  Review  Pose  Survey  Medical  PDF
• 2022-06-26 Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering    Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du arXiv_AI arXiv_AI  Embedding  Unsupervised  Bert  Knowledge  Pose  Medical  QA  PDF
• 2022-06-26 Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features    Unaiza Sajid, Dr. Rizwan Ahmed Khan, Dr. Shahid Munir Shah, Dr. Sheeraz Arif arXiv_CV arXiv_CV  Pose  Classification  Detection  Medical  CNN  Prediction  PDF
• 2022-06-25 Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays    Ke Yu, Shantanu Ghosh, Zhexiong Liu, Christopher Deible, Kayhan Batmanghelich arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Detection  Attention  Medical  PDF
• 2022-06-25 RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization    Yiqing Shen, Yulin Luo, Dinggang Shen, Jing Ke arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-06-25 Machine Learning-based Biological Ageing Estimation Technologies: A Survey    Zhaonian Zhang, Richard Jiang, Danny Crookes, Paul Chazot arXiv_AI arXiv_AI  Review  Face  Survey  Medical  Prediction  PDF
• 2022-06-25 Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning    Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  3D  Pose  Medical  CNN  PDF
• 2022-06-24 Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI    Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2022-06-24 PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis    Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang arXiv_SD arXiv_SD  Recognition  Review  Speech  Speech_Recognition  Medical  PDF
• 2022-06-24 Deep embedded clustering algorithm for clustering PACS repositories    Teo Manojlović, Matija Milanič, Ivan Štajduhar arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Action  Medical  CNN  PDF
• 2022-06-24 Classifying Unstructured Clinical Notes via Automatic Weak Supervision    Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski arXiv_CL arXiv_CL  Text_Classification  Knowledge  Pose  Classification  Medical  Language_Model  PDF
• 2022-06-24 Bilateral Network with Channel Splitting Network and Transformer for Thermal Image Super-Resolution    Bo Yan, Leilei Cao, Fengliang Qi, Hongbin Wang arXiv_CV arXiv_CV  Transformer  Super_Resolution  Pose  Attention  Medical  PDF
• 2022-06-23 Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need    An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Prediction  PDF
• 2022-06-23 Evidence fusion with contextual discounting for multi-modality medical image segmentation    Ling Huang, Thierry Denoeux, Pierre Vera, Su Ruan arXiv_CV arXiv_CV  Segmentation  Pose  Action  Quantitative  Medical  PDF
• 2022-06-23 Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content    Chia-Hsuan Chang, Lei Wang, Christopher C. Yang arXiv_CL arXiv_CL  Embedding  Recognition  Pose  Medical  PDF
• 2022-06-23 Utilizing Expert Features for Contrastive Learning of Time-Series Representations    Manuel Nonnenmacher, Lukas Oldenburg, Ingo Steinwart, David Reeb arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Contrastive_Learning  Medical  PDF
• 2022-06-23 A novel adversarial learning strategy for medical image classification    Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Xiaowei Wang, Hua Li arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  CNN  Image_Classification  PDF
• 2022-06-23 A Novel Algorithm for Exact Concave Hull Extraction    Kevin Christopher VanHorn, Murat Can Çobanoğlu arXiv_CV arXiv_CV  Action  Detection  Object_Detection  Image_Compression  Medical  Autonomous  PDF
• 2022-06-22 Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space    Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Action  Medical  PDF
• 2022-06-22 Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer    Lalithkumar Seenivasan, Mobarakol Islam, Adithya Krishna, Hongliang Ren arXiv_AI arXiv_AI  Transformer  Recognition  Bert  Action  Classification  VQA  Medical  QA  PDF
• 2022-06-22 Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection    Ishaan Bhat, Josien P.W. Pluim, Max A. Viergerver, Hugo J. Kuijf arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Medical  Prediction  PDF
• 2022-06-22 Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization    Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara arXiv_AI arXiv_AI  Unsupervised  Quantization  Pose  Relation  Medical  PDF
• 2022-06-21 Making the case for audience design in conversational AI: Rapport expectations and language ideologies in a task-oriented chatbot    Doris Dippold arXiv_AI arXiv_AI  Survey  Action  Medical  QA  PDF
• 2022-06-21 Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency    Jie Yang, Ruimao Zhang, Chaoqun Wang, Zhen Li, Xiang Wan, Lingyan Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Pose  Relation  Attention  GAN  Medical  Prediction  PDF
• 2022-06-21 HealNet -- Self-Supervised Acute Wound Heal-Stage Classification    Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah, Marco Rolandi, Marcella Gomez, Narges Norouzi arXiv_AI arXiv_AI  Embedding  Tracking  Self-Supervised  Pose  Classification  Medical  PDF
• 2022-06-21 Neural Transformers for Intraductal Papillary Mucosal Neoplasms Classification in MRI images    Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato arXiv_AI arXiv_AI  Transformer  Surveillance  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-06-21 Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images    Marin Benčević, Marija Habijan, Irena Galić, Danilo Babin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Deep_Learning  Medical  Prediction  PDF
• 2022-06-21 Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation    Dong Liang, Jun Liu, Kuanquan Wang, Gongning Luo, Wei Wang, Shuo Li arXiv_CV arXiv_CV  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2022-06-21 Deep Active Latent Surfaces for Medical Geometries    Patrick M. Jensen, Udaranga Wickramasinghe, Anders B. Dahl, Pascal Fua, Vedrana A. Dahl arXiv_CV arXiv_CV  3D  Regularization  Face  Medical  Inference  PDF
• 2022-06-21 covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning    Jinu Joseph, Mahesh Raveendranatha Panicker, Yale Tung Chen, Kesavadas Chandrasekharan, Vimal Chacko Mondy, Anoop Ayyappan, Jineesh Valakkada, Kiran Vishnu Narayan arXiv_CV arXiv_CV  Segmentation  Tracking  Pose  Classification  Summarization  Medical  Prediction  PDF
• 2022-06-21 Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms    Xuxin Chen, Ke Zhang, Neman Abdoli, Patrik W. Gilley, Ximin Wang, Hong Liu, Bin Zheng, Yuchen Qiu arXiv_CV arXiv_CV  Transformer  Pose  Classification  Relation  Medical  CNN  PDF
• 2022-06-20 Decentralized Distributed Learning with Privacy-Preserving Data Synthesis    Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato arXiv_AI arXiv_AI  Knowledge  Adversarial  Pose  Classification  Medical  PDF
• 2022-06-20 Achieving Dexterous Bidirectional Interaction in Uncertain Conditions for Medical Robotics    Carlo Tiseo, Quentin Rouxel, Martin Asenov, Keyhan Kouhkiloui Babarahmati, Subramanian Ramamoorthy, Zhibin Li, Michael Mistry arXiv_RO arXiv_RO  3D  Action  Medical  PDF
• 2022-06-20 COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection    Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller arXiv_SD arXiv_SD  Speech  Classification  Detection  Medical  PDF
• 2022-06-20 Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology    Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy arXiv_CV arXiv_CV  Pose  Medical  Prediction  PDF
• 2022-06-20 Deep reinforced active learning for multi-class image classification    Emma Slade, Kim M. Branson arXiv_CV arXiv_CV  Reinforcement_Learning  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-06-20 Autoencoder-based Attribute Noise Handling Method for Medical Data    Thomas Ranvier (LIRIS, DM2L), Haytham Elgazel (LIRIS, DM2L), Emmanuel Coquery (LIRIS), Khalid Benabdeslem (LIRIS, DM2L) arXiv_AI arXiv_AI  Pose  Medical  Inference  PDF
• 2022-06-20 SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts    Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Transformer  Bert  Pose  Attention  Medical  QA  PDF
• 2022-06-19 A Self-Guided Framework for Radiology Report Generation    Jun Li, Shibo Li, Ying Hu, Huiren Tao arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Knowledge  Pose  Deep_Learning  Medical  Caption  PDF
• 2022-06-19 mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection    Lalith Sharan, Halvar Kelm, Gabriele Romano, Matthias Karck, Raffaele De Simone, Sandy Engelhardt arXiv_AI arXiv_AI  Tracking  Object_Tracking  Pose  Detection  Object_Detection  GAN  Medical  PDF
• 2022-06-18 Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation    Jianfeng Wang, Thomas Lukasiewicz arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-06-18 Deep Compatible Learning for Partially-Supervised Medical Image Segmentation    Ke Zhang, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Medical  Matching  PDF
• 2022-06-18 Attention-based Dynamic Subspace Learners for Medical Image Analysis    Sukesh Adiga V, Jose Dolz, Herve Lombaert arXiv_CV arXiv_CV  Segmentation  Embedding  Weakly_Supervised  Image_Retrieval  Pose  Classification  Attention  Medical  Recommendation  PDF
• 2022-06-17 A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging    Riqiang Gao, Thomas Li, Yucheng Tang, Zhoubing Xu, Michael Kammer, Sanja L. Antic, Kim Sandler, Fabien Moldonado, Thomas A. Lasko, Bennett Landman arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2022-06-17 Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis    Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh arXiv_CV arXiv_CV  Action  Classification  Deep_Learning  Attention  Medical  PDF
• 2022-06-17 The Importance of Background Information for Out of Distribution Generalization    Jupinder Parmar, Khaled Saab, Brian Pogatchnik, Daniel Rubin, Christopher Ré arXiv_CV arXiv_CV  Segmentation  Classification  Medical  Image_Classification  PDF
• 2022-06-17 Medical Dialogue Response Generation with Pivotal Information Recalling    Yu Zhao, Yunxin Li, Yuxiang Wu, Baotian Hu, Qingcai Chen, Xiaolong Wang, Yuxin Ding, Min Zhang arXiv_AI arXiv_AI  Knowledge  Pose  Relation  Attention  Medical  Language_Model  PDF
• 2022-06-17 Rectify ViT Shortcut Learning by Visual Saliency    Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu arXiv_CV arXiv_CV  Transformer  Salient  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-06-16 Real-time motion amplification on mobile devices    Henning U. Voss arXiv_CV arXiv_CV  Enhancement  Medical  PDF
• 2022-06-16 Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability    Jonathan Crabbé, Alicia Curth, Ioana Bica, Mihaela van der Schaar arXiv_AI arXiv_AI  Knowledge  Medical  Prediction  PDF
• 2022-06-16 Real-World Single Image Super-Resolution Under Rainy Condition    Mohammad Shahab Uddin arXiv_CV arXiv_CV  Surveillance  Super_Resolution  Pose  Medical  PDF
• 2022-06-16 Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network    Abhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-06-16 Alternative models: Critical examination of disability definitions in the development of artificial intelligence technologies    Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser arXiv_AI arXiv_AI  Relation  Medical  PDF
• 2022-06-16 AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation    Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo arXiv_CV arXiv_CV  Segmentation  3D  Deep_Learning  GAN  Medical  PDF
• 2022-06-16 Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels    Xiaoqing Guo, Yixuan Yuan arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Relation  Medical  Prediction  PDF
• 2022-06-16 Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts    Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2022-06-15 CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation    Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Classification  GAN  Medical  Prediction  PDF
• 2022-06-15 How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images    Yiqing Shen, Bingxin Zhou, Xinye Xiong, Ruitian Gao, Yu Guang Wang arXiv_CV arXiv_CV  Transformer  Pose  Action  Deep_Learning  Relation  Medical  CNN  Prediction  PDF
• 2022-06-15 Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images    Amirreza Mahbod, Rahim Entezari, Isabella Ellinger, Olga Saukh arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Attention  Medical  Inference  PDF
• 2022-06-15 Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia    Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé arXiv_CV arXiv_CV  3D  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-06-15 XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention    Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li arXiv_CV arXiv_CV  Transformer  Pose  Action  Deep_Learning  Attention  Medical  PDF
• 2022-06-14 Automated image analysis in large-scale cellular electron microscopy: A literature survey    Anusha Aswatha, Ahmad Alsahaf, Ben N. G. Giepmans, George Azzopardi arXiv_AI arXiv_AI  Segmentation  Review  Survey  Deep_Learning  Medical  PDF
• 2022-06-14 Federated Multi-organ Segmentation with Partially Labeled Data    Xuanang Xu, Pingkun Yan arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2022-06-14 Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features    Anil Palepu, Andrew L Beam arXiv_CV arXiv_CV  Image_Caption  Self-Supervised  Deep_Learning  Medical  PDF
• 2022-06-14 CNN-based Classification Framework for Tissues of Lung with Additional Information    Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su arXiv_CV arXiv_CV  Pose  Classification  Medical  CNN  Prediction  PDF
• 2022-06-14 ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset    Moritz Roman Hernandez Petzsche, Ezequiel de la Rosa, Uta Hanning, Roland Wiest, Waldo Enrique Valenzuela Pinilla, Mauricio Reyes, Maria Ines Meyer, Sook-Lei Liew, Florian Kofler, Ivan Ezhov, David Robben, Alexander Hutton, Tassilo Friedrich, Teresa Zarth, Johannes Bürkle, The Anh Baran, Bjoern Menze, Gabriel Broocks, Lukas Meyer, Claus Zimmer, Tobias Boeckh-Behrens, Maria Berndt, Benno Ikenberg, Benedikt Wiestler, Jan S. Kirschke arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-06-14 Quantitative Imaging Principles Improves Medical Image Learning    Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Quantitative  Medical  PDF
• 2022-06-14 CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization    Shweta Yadav, Deepak Gupta, Dina Demner-Fushman arXiv_CL arXiv_CL  Summarization  Medical  PDF
• 2022-06-14 Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation    Wenxuan Wang, Chen Chen, Jing Wang, Sen Zha, Yan Zhang, Jiangyun Li arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2022-06-13 On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice    Marcus Nordström, Henrik Hult, Jonas Söderberg, Fredrik Löfman arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-06-13 Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN    Robert V. Bergen, Jean-Francois Rajotte, Fereshteh Yousefirizi, Arman Rahmim, Raymond T. Ng arXiv_CV arXiv_CV  Segmentation  Quantitative  Relation  GAN  Medical  PDF
• 2022-06-13 Automated Coronary Calcium Scoring using U-Net Models through Semi-supervised Learning on Non-Gated CT Scans    Sanskriti Singh arXiv_CV arXiv_CV  Pose  Classification  Medical  PDF
• 2022-06-13 Fitting Segmentation Networks on Varying Image Resolutions using Splatting    Mikael Brudfors, Yael Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  Segmentation  Pose  Medical  Prediction  PDF
• 2022-06-13 A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative    Elena Casiraghi, Rachel Wong, Margaret Hall, Ben Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins (on behalf of the N3C Consortium) Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski arXiv_AI arXiv_AI  Pose  Medical  Inference  PDF
• 2022-06-13 ReViSe: Remote Vital Signs Measurement Using Smartphone Camera    Donghao Qiao, Amtul Haq Ayesha, Farhana Zulkernine, Raihan Masroor, Nauman Jaffar arXiv_CV arXiv_CV  Pose  Face  Deep_Learning  Detection  Medical  PDF
• 2022-06-13 RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans    Pengxin Yu, Haoyue Zhang, Han Kang, Wen Tang, Corey W. Arnold, Rongguo Zhang arXiv_CV arXiv_CV  Transformer  Super_Resolution  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-06-13 Contrastive Learning for Unsupervised Domain Adaptation of Time Series    Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2022-06-13 SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments    Cong Gao, Benjamin D. Killeen, Yicheng Hu, Robert B. Grupp, Russell H. Taylor, Mehran Armand, Mathias Unberath arXiv_CV arXiv_CV  Segmentation  Detection  Medical  PDF
• 2022-06-13 TriMix: Virtual embeddings and self-consistency for self-supervised learning    Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-06-13 GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency    Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer arXiv_CV arXiv_CV  Unsupervised  Optimization  Regularization  Medical  Optical_Flow  PDF
• 2022-06-12 DPCN++: Differentiable Phase Correlation Network for Versatile Pose Registration    Zexi Chen, Yiyi Liao, Haozhe Du, Haodong Zhang, Xuecheng Xu, Haojian Lu, Rong Xiong, Yue Wang arXiv_CV arXiv_CV  3D  Pose  Action  Relation  Medical  PDF
• 2022-06-11 Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology    Abhejit Rajagopal, Ekaterina Redekop, Anil Kemisetti, Rushi Kulkarni, Steven Raman, Kirti Magudia, Corey W. Arnold, Peder E. Z. Larson arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-06-11 MammoDL: Mammographic Breast Density Estimation using Federated Learning    Keshava Katti, Ramya Muthukrishnan, Angelina Heyler, Sarthak Pati, Aprupa Alahari, Michael Sanborn, Emily F. Conant, Christopher Scott, Stacey Winham, Celine Vachon, Pratik Chaudhari, Despina Kontos, Spyridon Bakas arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2022-06-11 A Review of Causality for Learning Algorithms in Medical Image Analysis    Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz arXiv_AI arXiv_AI  Review  Medical  PDF
• 2022-06-11 Learned reconstruction with convergence guarantees    Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Reconstruction  Regularization  Survey  Deep_Learning  Medical  PDF
• 2022-06-10 ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation    Samayan Bhattacharya, Sk Shahnawaz, Avigyan Bhattacharya arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  Medical  CNN  PDF
• 2022-06-10 From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels    Anuja Vats, Ahmed Mohammed, Marius Pedersen arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-06-10 Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation    Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang arXiv_AI arXiv_AI  Segmentation  Pose  Medical  Prediction  PDF
• 2022-06-10 Poissonian Blurred Image Deconvolution by Framelet based Local Minimal Prior    Reza Parvaz arXiv_CV arXiv_CV  Action  Medical  PDF
• 2022-06-10 Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi liu arXiv_AI arXiv_AI  Knowledge  Pose  Medical  CNN  PDF
• 2022-06-09 AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging    Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias arXiv_CV arXiv_CV  RNN  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-06-09 Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety    Amit Sheth, Manas Gaur, Kaushik Roy, Revathy Venkataraman, Vedant Khandelwal arXiv_CL arXiv_CL  Knowledge  Pose  Medical  Recommendation  PDF
• 2022-06-09 BSM loss: A superior way in modeling aleatory uncertainty of fine_grained classification    Shuang Ge, Kehong Yuan, Maokun Han, Desheng Sun, Huabin Zhang, Qiongyu Ye arXiv_CV arXiv_CV  Pose  Classification  Relation  Attention  Medical  Inference  PDF
• 2022-06-09 Multiple Instance Learning for Digital Pathology: A Review on the State-of-the-Art, Limitations & Future Potential    Michael Gadermayr, Maximilian Tschuchnig arXiv_CV arXiv_CV  Review  Deep_Learning  Medical  PDF
• 2022-06-09 Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation    Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Contour  Medical  PDF
• 2022-06-09 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis    Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Regularization  Self-Supervised  Pose  Relation  Medical  PDF
• 2022-06-08 RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation    Qing Lu, Xiaowei Xu, Shunjie Dong, Callie Hao, Lei Yang, Cheng Zhuo, Yiyu Shi arXiv_CV arXiv_CV  NAS  Segmentation  3D  Medical  PDF
• 2022-06-08 CASS: Cross Architectural Self-Supervision for Medical Image Analysis    Pranav Singh, Elena Sizikova, Jacopo Cirrone arXiv_AI arXiv_AI  Transformer  Self-Supervised  Deep_Learning  Medical  CNN  PDF
• 2022-06-08 An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images    Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid arXiv_CV arXiv_CV  Optimization  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-06-08 ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation    Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas Maier, Ronak Kosti arXiv_CV arXiv_CV  Segmentation  Unsupervised  Style_Transfer  Knowledge  Pose  Contrastive_Learning  Medical  PDF
• 2022-06-08 Progressive GANomaly: Anomaly detection with progressively growing GANs    Djennifer K. Madzia-Madzou, Hugo J. Kuijf arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Detection  GAN  Medical  PDF
• 2022-06-08 Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window    Qiuli Wang, Xin Tan, Chen Liu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2022-06-08 One Hyper-Initializer for All Network Architectures in Medical Image Analysis    Fangxin Shang, Yehui Yang, Dalu Yang, Junde Wu, Xiaorong Wang, Yanwu Xu arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-06-07 Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models    Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Adversarial  Pose  Detection  Denoising  GAN  Medical  Inference  PDF
• 2022-06-07 FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning    Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng arXiv_AI arXiv_AI  RNN  Pose  Deep_Learning  Relation  Medical  CNN  Prediction  PDF
• 2022-06-07 An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training    Daniele Ravi (for the Alzheimer's Disease Neuroimaging Initiative), Frederik Barkhof, Daniel C. Alexander, Geoffrey JM Parker, Arman Eshaghi arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  PDF
• 2022-06-07 Deep Neural Patchworks: Coping with Large Segmentation Tasks    Marco Reisert, Maximilian Russe, Samer Elsheikh, Elias Kellner, Henrik Skibbe arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  CNN  PDF
• 2022-06-07 Utility of Equivariant Message Passing in Cortical Mesh Segmentation    Dániel Unyi, Ferdinando Insalata, Petar Veličković, Bálint Gyires-Tóth arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-06-07 MIRNF: Medical Image Registration via Neural Fields    Shanlin Sun, Kun Han, Deying Kong, Chenyu You, Xiaohui Xie arXiv_CV arXiv_CV  3D  Optimization  Pose  Medical  CNN  PDF
• 2022-06-07 Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records    Yusuke Takagi, Noriaki Hashimoto, Hiroki Masuda, Hiroaki Miyoshi, Koichi Ohshima, Hidekata Hontani, Ichiro Takeuchi arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Relation  Attention  Medical  PDF
• 2022-06-06 Learning Treatment Plan Representations for Content Based Image Retrieval    Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing arXiv_CV arXiv_CV  Embedding  Image_Retrieval  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2022-06-06 Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images    Tom Ron, Michal Weiler-Sagie, Tamir Hazan arXiv_CV arXiv_CV  Recognition  Optimization  Salient  Pose  Attention  Medical  CNN  Prediction  PDF
• 2022-06-06 Human Behavior Recognition Method Based on CEEMD-ES Radar Selection    Zhaolin Zhang, Mingqi Song, Wugang Meng, Yuhan Liu, Fengcong Li, Xiang Feng, Yinan Zhao arXiv_AI arXiv_AI  Recognition  Pose  Action  Detection  Medical  PDF
• 2022-06-06 Learning to Ask Like a Physician    Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits arXiv_CL arXiv_CL  Unsupervised  Pose  Detection  Medical  QA  PDF
• 2022-06-06 Learning with Capsules: A Survey    Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Survey  Deep_Learning  Relation  Attention  Medical  CNN  Inference  PDF
• 2022-06-06 Continuous-Time Analog Filters for Audio Edge Intelligence: Review and Analysis on Design Techniques    Kwantae Kim, Shih-Chii Liu arXiv_SD arXiv_SD  Review  Pose  Medical  PDF
• 2022-06-06 mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation    Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Relation  Medical  CNN  PDF
• 2022-06-06 Is More Data All You Need? A Causal Exploration    Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz arXiv_AI arXiv_AI  Optimization  Action  Classification  Medical  Image_Classification  PDF
• 2022-06-06 Bayesian intrinsic groupwise registration via explicit hierarchical disentanglement    Xin Wang, Xinzhe Luo, Xiahai Zhuang arXiv_CV arXiv_CV  Pose  Medical  Inference  PDF
• 2022-06-06 Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices    Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah, Aamir Shahzad arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Medical  CNN  Inference  PDF
• 2022-06-06 Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation    Chenyu You, Weicheng Dai, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Sparse  Contrastive_Learning  Action  Relation  Contour  Medical  Prediction  PDF
• 2022-06-05 ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-Training    Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C-C Jay Kuo, Georges El Fakhri, Jonghye Woo arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Medical  PDF
• 2022-06-05 OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes    David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina Tamma, Terry R. Payne arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Ontology  Medical  PDF
• 2022-06-04 Low Power Neuromorphic EMG Gesture Classification    Sai Sukruth Bezugam, Ahmed Shaban, Manan Suri arXiv_CV arXiv_CV  Recognition  Gesture  Pose  Classification  Medical  PDF
• 2022-06-04 Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets    Sreejita Ghosh (1, 5,6), Elizabeth S. Baranowski (2), Michael Biehl (1,2,3), Wiebke Arlt (2), Peter Tino (4), Kerstin Bunte (1) ((1) Bernoulli Institute of Mathematics, Computer Science and Artificial Intelligence, University of Groningen, The Netherlands (2) Institute of Metabolism and Systems Research, University of Birmingham, the United Kingdom (3) Systems Modelling and Quantitative Biomedicine, IMSR, University of Birmingham, the United Kingdom (4) School of Computer Science, University of Birmingham, the United Kingdom (5) Utrecht University, The Netherlands (6) University Medical Centrum Utrecht, The Netherlands) arXiv_AI arXiv_AI  Pose  Face  Medical  PDF
• 2022-06-04 Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation    Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Action  Relation  Medical  Inference  PDF
• 2022-06-04 Atypical lexical abbreviations identification in Russian medical texts    Anna Berdichevskaia (NUST "MISiS") arXiv_CL arXiv_CL  Knowledge  Pose  Medical  PDF
• 2022-06-04 Recurrent Image Registration using Mutual Attention based Network    Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Tonia Vincent, Bartlomiej W. Papiez arXiv_CV arXiv_CV  3D  Pose  Face  Deep_Learning  Attention  GAN  Medical  Inference  PDF
• 2022-06-04 Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image    Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury arXiv_CV arXiv_CV  Enhancement  Optimization  Sparse  Regularization  Self-Supervised  Image_Enhancement  Quantitative  Denoising  Medical  PDF
• 2022-06-03 R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation    Mehreen Mubashar, Hazrat Ali, Christer Gronlund, Shoaib Azmat arXiv_CV arXiv_CV  Segmentation  Pose  Action  Medical  CNN  PDF
• 2022-06-03 Metrics reloaded: Pitfalls and recommendations for image analysis validation    Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu D. Tizabi, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, et al. (21 additional authors not shown) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Classification  Detection  Object_Detection  Medical  Recommendation  PDF
• 2022-06-03 Rethinking Positive Sampling for Contrastive Learning with Kernel    Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori arXiv_CV arXiv_CV  Embedding  Unsupervised  Weakly_Supervised  Pose  Contrastive_Learning  Classification  GAN  Medical  PDF
• 2022-06-03 MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models    Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding arXiv_CV arXiv_CV  Transfer_Learning  Pose  Medical  PDF
• 2022-06-03 Learning Probabilistic Structural Representation for Biomedical Image Segmentation    Xiaoling Hu, Dimitris Samaras, Chao Chen arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-06-03 Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation    Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T.C. Wong, John Volpi, James Z. Wang, Kelvin Wong arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  Relation  Medical  Inference  PDF
• 2022-06-03 Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation    Zhenxi Zhang, Chunna Tian, Zhicheng Jiao arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Action  Classification  Medical  PDF
• 2022-06-03 Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation    Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Embedding  Transfer_Learning  Pose  Medical  PDF
• 2022-06-02 MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation    Chen Chen, Zeju Li, Cheng Ouyang, Matt Sinclair, Wenjia Bai, Daniel Rueckert arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Medical  CNN  PDF
• 2022-06-02 H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation    Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Optimization  Pose  Action  Deep_Learning  Attention  Medical  PDF
• 2022-06-02 Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection    Linhai Ma, Liang Liang arXiv_AI arXiv_AI  Segmentation  Adversarial  Detection  Object_Detection  Medical  Prediction  PDF
• 2022-06-02 Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation    Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev arXiv_CL arXiv_CL  Pose  NMT  Medical  Recommendation  PDF
• 2022-06-02 Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives    Jun Li, Junyu Chen, Yucheng Tang, Bennett A. Landman, S. Kevin Zhou arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Enhancement  Recognition  Review  Deep_Learning  Detection  GAN  Medical  CNN  PDF
• 2022-06-02 Suggestive Annotation of Brain MR Images with Gradient-guided Sampling    Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Medical  PDF
• 2022-06-02 A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation    Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2022-06-02 NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization    Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Regularization  Pose  Medical  PDF
• 2022-06-02 MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet    Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Action  Attention  Medical  Inference  PDF
• 2022-06-01 Dynamic Linear Transformer for 3D Biomedical Image Segmentation    Zheyuan Zhang, Ulas Bagci arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  Medical  PDF
• 2022-06-01 The Fully Convolutional Transformer for Medical Image Segmentation    Athanasios Tragakis, Chaitanya Kaul, Roderick Murray-Smith, Dirk Husmeier arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Pose  Medical  CNN  PDF
• 2022-06-01 Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis    Marin Benčević, Marija Habijan, Irena Galić, Aleksandra Pizurica arXiv_CV arXiv_CV  Self-Supervised  Detection  Object_Detection  Medical  PDF
• 2022-06-01 Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback    Emmy Liu, Michael Henry Tessler, Nicole Dubosh, Katherine Mosher Hiller, Roger Levy arXiv_CL arXiv_CL  Bert  Quantitative  Medical  Recommendation  PDF
• 2022-06-01 THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption    Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li arXiv_CL arXiv_CL  Transformer  Pose  Medical  Inference  Language_Model  PDF
• 2022-05-31 Deep learning pipeline for image classification on mobile phones    Muhammad Muneeb, Samuel F. Feng, Andreas Henschel arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-05-31 FHIST: A Benchmark for Few-shot Classification of Histological Images    Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou arXiv_CV arXiv_CV  Sparse  Regularization  Classification  Few-Shot  Medical  Image_Classification  PDF
• 2022-05-31 FedHarmony: Unlearning Scanner Bias with Distributed Data    Nicola K Dinsdale, Mark Jenkinson, Ana IL Namburete arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2022-05-31 Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images    Yuan Wang, Laura Blackie, Irene Miguel-Aliaga, Wenjia Bai arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  CNN  PDF
• 2022-05-31 Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification    Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-05-31 Sub-Image Histogram Equalization using Coot Optimization Algorithm for Segmentation and Parameter Selection    Emre Can Kuran, Umut Kuran, Mehmet Bilal Er arXiv_CV arXiv_CV  Segmentation  Unsupervised  Enhancement  Optimization  Pose  Classification  Medical  PDF
• 2022-05-30 Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation    Birk Torpmann-Hagen, Vajira Thambawita, Kyrre Glette, Pål Halvorsen, Michael A. Riegler arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  Prediction  PDF
• 2022-05-30 PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps    Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler arXiv_CV arXiv_CV  Segmentation  Inpainting  Pose  Quantitative  Detection  Medical  PDF
• 2022-05-30 Revisiting Audio Pattern Recognition for Asthma Medication Adherence: Evaluation with the RDA Benchmark Suite    Nikos D. Fakotakis, Stavros Nousias, Gerasimos Arvanitis, Evangelia I. Zacharaki, Konstantinos Moustakas arXiv_CV arXiv_CV  Recognition  Action  Classification  Detection  Medical  PDF
• 2022-05-30 Controller design and experimental evaluation of a motorised assistance for a patient transfer floor lift    Donatien Callon, Mathieu Nadeau, Alexandre Girard arXiv_RO arXiv_RO  Pose  Medical  PDF
• 2022-05-30 GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework    Jianyi Zhang, Xuanxi Huang, Yaqi Liu, Yuyang Han, Zixiao Xiang arXiv_CV arXiv_CV  Enhancement  Adversarial  Pose  Classification  Detection  Object_Detection  Attention  GAN  Medical  PDF
• 2022-05-30 Securing AI-based Healthcare Systems using Blockchain Technology: A State-of-the-Art Systematic Literature Review and Future Research Directions    Rucha Shinde, Shruti Patil, Ketan Kotecha, Vidyasagar Potdar, Ganeshsree Selvachandran, Ajith Abraham arXiv_AI arXiv_AI  Review  Adversarial  Medical  PDF
• 2022-05-30 Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data    Keyan Nasseri, Chandan Singh, James Duncan, Aaron Kornblith, Bin Yu arXiv_AI arXiv_AI  Pose  Face  Medical  Prediction  PDF
• 2022-05-30 White-box Membership Attack Against Machine Learning Based Retinopathy Classification    Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux arXiv_AI arXiv_AI  Face  Classification  Medical  Inference  PDF
• 2022-05-30 Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning    Julian Burghoff, Robin Chan, Hanno Gottschalk, Annika Muetze, Tobias Riedlinger, Matthias Rottmann, Marius Schubert arXiv_CV arXiv_CV  NAS  Survey  Deep_Learning  Medical  PDF
• 2022-05-28 Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models    Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban arXiv_CV arXiv_CV  Pose  Face  Quantitative  Classification  Detection  GAN  Medical  PDF
• 2022-05-27 Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image    Lucy Nwosu, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-05-27 Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed    Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker arXiv_AI arXiv_AI  Pose  Classification  Detection  Medical  Image_Classification  PDF
• 2022-05-27 Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements    Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek arXiv_AI arXiv_AI  Action  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-05-27 Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning    Mansi Gupta, Aman Swaraj, Karan Verma arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Action  Classification  Deep_Learning  Medical  PDF
• 2022-05-27 Gene selection from microarray expression data: A Multi-objective PSO with adaptive K-nearest neighborhood    Yasamin Kowsari, Sanaz Nakhodchi, Davoud Gholamiangonabadi arXiv_AI arXiv_AI  Optimization  Pose  Classification  Detection  Medical  PDF
• 2022-05-27 DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images    Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-26 Membership Inference Attack Using Self Influence Functions    Gilad Cohen, Raja Giryes arXiv_CV arXiv_CV  Medical  Inference  Prediction  PDF
• 2022-05-26 Clinical Dialogue Transcription Error Correction using Seq2Seq Models    Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Medical  PDF
• 2022-05-26 DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images    Simon Langer (1), Oliver Taubmann (2), Felix Denzinger (1 and 2), Andreas Maier (1), Alexander Mühlberg (2) ((1) Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany, (2) Siemens Healthcare GmbH, Forchheim, Germany) arXiv_CV arXiv_CV  Reconstruction  Knowledge  Adversarial  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-05-26 Semantic Segmentation for Thermal Images: A Comparative Survey    Zülfiye Kütük, Görkem Algan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Survey  Classification  Medical  Autonomous  PDF
• 2022-05-26 Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images    Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Medical  Prediction  PDF
• 2022-05-26 Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images    Yao Zhang, Jiawei Yang, Yang Liu, Jiang Tian, Siyun Wang, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Pose  Face  Relation  Attention  Medical  CNN  PDF
• 2022-05-25 Structure Unbiased Adversarial Model for Medical Image Segmentation    Tianyang Zhang, Shaoming Zheng, Jun Cheng, Xi Jia, Joseph Bartlett, Huazhu Fu, Zhaowen Qiu, Jiang Liu, Jinming Duan arXiv_CV arXiv_CV  Segmentation  Recognition  Adversarial  Pose  Attention  Medical  Prediction  PDF
• 2022-05-25 COVID-19 Severity Classification on Chest X-ray Images    Aditi Sagar, Aman Swaraj, Karan Verma arXiv_CV arXiv_CV  Action  Classification  Medical  PDF
• 2022-05-25 Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning    Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Relation  Attention  Medical  PDF
• 2022-05-25 Sparse*BERT: Sparse Models are Robust    Daniel Campos, Alexandre Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai arXiv_AI arXiv_AI  Quantization  Bert  Sparse  Medical  Inference  Language_Model  PDF
• 2022-05-25 Skin Cancer Diagnostics with an All-Inclusive Smartphone Application    Upender Kalwa, Christopher Legner, Taejoon Kong, Santosh Pandey arXiv_CV arXiv_CV  Segmentation  OCR  Classification  Detection  Medical  PDF
• 2022-05-25 Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging    Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W.H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae Hyun Hwang, David Chen arXiv_CV arXiv_CV  Segmentation  Salient  Knowledge  Self-Supervised  Contrastive_Learning  Action  Deep_Learning  GAN  Medical  PDF
• 2022-05-24 Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint    Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo arXiv_CL arXiv_CL  Salient  Pose  Summarization  Text_Generation  Medical  PDF
• 2022-05-24 VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines    Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL  Knowledge  Classification  Medical  QA  PDF
• 2022-05-24 Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax    Glen Smith, Qiao Zhang, Christopher MacLellan arXiv_AI arXiv_AI  Knowledge  Medical  Recommendation  PDF
• 2022-05-24 Bias Discovery in Machine Learning Models for Mental Health    Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit arXiv_AI arXiv_AI  Regularization  Medical  Prediction  PDF
• 2022-05-24 3D helical CT reconstruction with memory efficient invertible Learned Primal-Dual method    Buda Bajić, Ozan Öktem, Jevgenija Rudzusika arXiv_AI arXiv_AI  Reconstruction  3D  Medical  PDF
• 2022-05-24 An Adaptive Contrastive Learning Model for Spike Sorting    Lang Qian, Shengjie Zheng, Chunshan Deng, Cheng Yang, Xiaojian Li arXiv_AI arXiv_AI  Enhancement  Pose  Contrastive_Learning  Face  Classification  Medical  Activity  PDF
• 2022-05-24 Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation    Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  GAN  Medical  PDF
• 2022-05-24 UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation    Ledan Qian, Xiao Zhou, Yi Li, Zhongyi Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Classification  GAN  Medical  PDF
• 2022-05-23 Saliency-Driven Active Contour Model for Image Segmentation    Ehtesham Iqbal, Asim Niaz, Asif Aziz Memon, Usman Asim, Kwang Nam Choi arXiv_CV arXiv_CV  Image_Caption  Segmentation  Salient  Pose  Face  Quantitative  Contour  Medical  PDF
• 2022-05-23 Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net    Soham S.Sarpotdar arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  GAN  Image_Compression  Medical  CNN  PDF
• 2022-05-22 Deep Learning for Visual Speech Analysis: A Survey    Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu arXiv_CV arXiv_CV  Recognition  Review  Speech  Pose  Survey  Deep_Learning  Attention  Speech_Recognition  Medical  PDF
• 2022-05-22 Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies    Omar Elnaggar, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti arXiv_RO arXiv_RO  Pose  Classification  Medical  PDF
• 2022-05-21 Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection    Vidit Gautam arXiv_CV arXiv_CV  Adversarial  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-05-21 Transformer based Generative Adversarial Network for Liver Segmentation    Ugur Demir, Zheyuan Zhang, Bin Wang, Matthew Antalek, Elif Keles, Debesh Jha, Amir Borhani, Daniela Ladner, Ulas Bagci arXiv_CV arXiv_CV  Transformer  Segmentation  Adversarial  Pose  Attention  GAN  Medical  CNN  PDF
• 2022-05-21 DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment    Xiao Chen, Alex Morehead, Jian Liu, Jianlin Cheng arXiv_AI arXiv_AI  Transformer  3D  Knowledge  Medical  Prediction  PDF
• 2022-05-21 UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus    Vinh Nguyen, Olivier Bodenreider arXiv_AI arXiv_AI  Medical  PDF
• 2022-05-20 Self-supervised 3D anatomy segmentation using self-distilled masked image transformer    Jue Jiang, Neelam Tyagi, Kathryn Tringale, Christopher Crane, Harini Veeraraghavan arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Self-Supervised  GAN  Medical  CNN  Prediction  PDF
• 2022-05-20 A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels    Jillur Rahman Saurav, Mohammad Sadegh Nasr, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber arXiv_CV arXiv_CV  Sparse  Adversarial  GAN  Medical  PDF
• 2022-05-20 Semi-self-supervised Automated ICD Coding    Hlynur D. Hlynsson, Steindór Ellertsson, Jón F. Daðason, Emil L. Sigurdsson, Hrafn Loftsson arXiv_CL arXiv_CL  Sparse  Self-Supervised  Medical  PDF
• 2022-05-20 Unintended memorisation of unique features in neural networks    John Hartley, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2022-05-20 Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI    Abdullah, Martin Holler, Karl Kunisch, Malena Sabate Landman arXiv_CV arXiv_CV  Reconstruction  Pose  Medical  PDF
• 2022-05-19 Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition    Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh arXiv_CV arXiv_CV  Recognition  Deep_Learning  Medical  PDF
• 2022-05-19 Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks    Marija Habijan, Irena Galic arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Deep_Learning  Attention  GAN  Medical  PDF
• 2022-05-19 Robust and Efficient Medical Imaging with Self-Supervision    Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Self-Supervised  Medical  Matching  PDF
• 2022-05-19 Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation    Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Detection  Attention  Medical  PDF
• 2022-05-19 Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context    Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_AI arXiv_AI  Face  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-05-19 Estimating the ultrasound attenuation coefficient using convolutional neural networks -- a feasibility study    Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda arXiv_CV arXiv_CV  Deep_Learning  Medical  CNN  PDF
• 2022-05-19 FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data    Mike He Zhu, Léna Néhale Ezzine, Dianbo Liu, Yoshua Bengio arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-05-19 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation    Minh Tran, Viet-Khoa Vo-Ho, Ngan T.H. Le arXiv_CV arXiv_CV  Segmentation  3D  Represenation_Learning  Pose  Classification  Attention  Medical  CNN  PDF
• 2022-05-19 Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions    Xinpeng Ding, Ziwei Liu, Xiaomeng Li arXiv_CV arXiv_CV  Reconstruction  Recognition  Video_Caption  Knowledge  Self-Supervised  Contrastive_Learning  Attention  Medical  PDF
• 2022-05-18 DDXPlus: A new Dataset for Medical Automatic Diagnosis    Arsene Fansi Tchango, Zhi Wen, Rishab Goel, Joumana Ghosn arXiv_AI arXiv_AI  Review  Action  Detection  Medical  Prediction  PDF
• 2022-05-18 Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners    Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-05-18 Agent-Based modeling in Medical Research. Example in Health Economics    Philippe Saint-Pierre, Romain Demeulemeester, Nadège Costa, Nicolas Savy arXiv_AI arXiv_AI  Medical  PDF
• 2022-05-18 A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases    Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo arXiv_CL arXiv_CL  Pose  Classification  Medical  PDF
• 2022-05-18 Transformer based multiple instance learning for weakly supervised histopathology image segmentation    Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu arXiv_CV arXiv_CV  Transformer  Segmentation  Weakly_Supervised  Pose  Relation  Attention  Medical  PDF
• 2022-05-18 Federated Learning: Applications, Challenges and Future Scopes    Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath arXiv_AI arXiv_AI  Transfer_Learning  Gradient_Descent  Review  Pose  Deep_Learning  Medical  Recommendation  PDF
• 2022-05-18 Validation of a photogrammetric approach for the study of ancient bowed instruments    Philémon Beghin, Anne-Emmanuelle Ceulemans, Paul Fisette, François Glineur arXiv_CV arXiv_CV  Pose  Contour  Medical  PDF
• 2022-05-18 A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art    Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano arXiv_AI arXiv_AI  Embedding  Recognition  Ontology  Survey  Medical  PDF
• 2022-05-17 Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging    Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel Rubin, Lei Xing, Yuyin Zhou arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2022-05-17 Connection-minimal Abduction in EL via Translation to FOL -- Technical Report    Fajar Haifani, Patrick Koopmann, Sophie Tourret, Christoph Weidenbach arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2022-05-17 Privacy Preserving Image Registration    Riccardo Taiello, Melek Önen, Olivier Humbert, Marco Lorenzi arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-05-16 Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography    Emilien Valat, Katayoun Farrahi, Thomas Blumensath arXiv_CV arXiv_CV  Enhancement  3D  Self-Supervised  Pose  Medical  PDF
• 2022-05-15 Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review    Hazrat Ali, Zubair Shah arXiv_CV arXiv_CV  Segmentation  Super_Resolution  Review  Adversarial  GAN  Medical  CNN  PDF
• 2022-05-14 Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training    Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek arXiv_CV arXiv_CV  Recognition  Pose  Face  Action  Classification  Medical  Inference  PDF
• 2022-05-14 Self-supervised Assisted Active Learning for Skin Lesion Segmentation    Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Action  Medical  PDF
• 2022-05-14 Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation    Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung arXiv_CV arXiv_CV  Segmentation  Embedding  Represenation_Learning  Regularization  Adversarial  Pose  Relation  GAN  Medical  Prediction  PDF
• 2022-05-14 Efficient Learning of Interpretable Classification Rules    Bishwamittra Ghosh, Dmitry Malioutov, Kuldeep S. Meel arXiv_AI arXiv_AI  Optimization  Classification  Relation  Medical  Prediction  PDF
• 2022-05-13 From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach    Jadie Adams, Shireen Elhabian arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Relation  Medical  Prediction  PDF
• 2022-05-13 Leveraging Global Binary Masks for Structure Segmentation in Medical Images    Mahdieh Kazemimoghadam, Zi Yang, Lin Ma, Mingli Chen, Weiguo Lu, Xuejun Gu arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  GAN  Medical  Inference  PDF
• 2022-05-13 Self-Supervised Masking for Unsupervised Anomaly Detection and Localization    Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Inpainting  Self-Supervised  Pose  Action  Detection  Attention  Medical  Inference  Prediction  PDF
• 2022-05-13 Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation    Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2022-05-13 A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images    Hrvoje Leventić, Marin Benčević, Danilo Babin, Marija Habijan, Irena Galić arXiv_CV arXiv_CV  Segmentation  3D  Review  Pose  Survey  Medical  PDF
• 2022-05-13 Test-time Fourier Style Calibration for Domain Generalization    Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu arXiv_AI arXiv_AI  Segmentation  Pose  Medical  PDF
• 2022-05-12 SIBILA: High-performance computing and interpretable machine learning join efforts toward personalised medicine in a novel decision-making tool    Antonio Jesús Banegas-Luna, Horacio Pérez-Sánchez arXiv_AI arXiv_AI  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-05-12 ScAN: Suicide Attempt and Ideation Events Dataset    Bhanu Pratap Singh Rawat, Samuel Kovaly, Wilfred R. Pigeon, Hong Yu arXiv_AI arXiv_AI  Surveillance  Bert  Classification  Detection  Medical  Prediction  PDF
• 2022-05-11 Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes    Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey, Emma Davidson, Jiaoyan Chen, Beatrice Alex, William Whiteley, Honghan Wu arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Weakly_Supervised  Pose  Ontology  Face  Medical  Matching  PDF
• 2022-05-11 Clinical Prompt Learning with Frozen Language Models    Niall Taylor, Yi Zhang, Dan Joyce, Alejo Nevado-Holgado, Andrey Kormilitzin arXiv_CL arXiv_CL  Zero-Shot  Few-Shot  Medical  Language_Model  PDF
• 2022-05-11 Secure Federated Learning for Neuroimaging    Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, Jose Luis Ambite arXiv_CV arXiv_CV  Medical  PDF
• 2022-05-10 Student Collaboration Improves Self-Supervised Learning: Dual-Loss Adaptive Masked Autoencoder for Brain Cell Image Analysis    Son T. Ly, Bai Lin, Hung Q. Vo, Dragan Maric, Badri Roysam, Hien V. Nguyen arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Medical  PDF
• 2022-05-10 Disentangling A Single MR Modality    Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass arXiv_CV arXiv_CV  Pose  Quantitative  Attention  Medical  PDF
• 2022-05-10 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation    Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Sparse  Pose  Contour  GAN  Medical  CNN  PDF
• 2022-05-10 VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation    Yuan Bi, Zhongliang Jiang, Yuan Gao, Thomas Wendler, Angelos Karlas, Nassir Navab arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  3D  Pose  Action  Medical  PDF
• 2022-05-10 Explainable Deep Learning Methods in Medical Diagnosis: A Survey    Cristiano Patrício, João C. Neves, Luís F. Teixeira arXiv_AI arXiv_AI  Review  Survey  Classification  Deep_Learning  Medical  PDF
• 2022-05-10 Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training    Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-10 SuMe: A Dataset Towards Summarizing Biomedical Mechanisms    Mohaddeseh Bastan, Nishant Shankar, Mihai Surdeanu, Niranjan Balasubramanian arXiv_AI arXiv_AI  Relation  Summarization  Medical  Language_Model  PDF
• 2022-05-09 Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning    Mohammad Eslami, Solale Tabarestani, Ehsan Adeli, Glyn Elwyn, Tobias Elze, Mengyu Wang, Nazlee Zebardast, Nassir Navab, Malek Adjouadi arXiv_AI arXiv_AI  Survey  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-05-09 Skin disease diagnosis using image analysis and natural language processing    Martin Chileshe, Mayumbo Nyirenda arXiv_AI arXiv_AI  Deep_Learning  Medical  PDF
• 2022-05-09 A Novel Augmented Reality Ultrasound Framework Using an RGB-D Camera and a 3D-printed Marker    Yitian Zhou, Gaétan Lelu, Boris Labbé, Guillaume Pasquier, Pierre Le Gargasson, Albert Murienne, Laurent Launay arXiv_CV arXiv_CV  Tracking  Point_Cloud  OCR  3D  Pose  Medical  PDF
• 2022-05-09 Site Generalization: Stroke Lesion Segmentation on Magnetic Resonance Images from Unseen Sites    Weiyi Yu, Zhizhong Huang, Junping Zhang, Hongming Shan arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2022-05-09 Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs    Junya Sato, Yuki Suzuki, Tomohiro Wataya, Daiki Nishigaki, Kosuke Kita, Kazuki Yamagata, Noriyuki Tomiyama, Shoji Kido arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Deep_Learning  Detection  Medical  PDF
• 2022-05-08 Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification    Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-05-07 Keratoconus Classifier for Smartphone-based Corneal Topographer    Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Medical  CNN  PDF
• 2022-05-07 AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury    Chengsheng Mao, Liang Yao, Yuan Luo arXiv_CL arXiv_CL  Transformer  Bert  Action  Medical  Language_Model  Prediction  PDF
• 2022-05-07 Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation    Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Medical  PDF
• 2022-05-07 Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm    Yuhan Xie, Kexin Jiang, Zhiyong Zhang, Shaolong Chen, Xiaodong Zhang, Changzhen Qiu arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Self-Supervised  Pose  Face  Deep_Learning  Medical  PDF
• 2022-05-06 Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching    Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks arXiv_AI arXiv_AI  Pose  Ontology  Medical  Matching  PDF
• 2022-05-06 A High-Resolution Chest CT-Scan Image Dataset for COVID-19 Diagnosis and Differentiation    Iraj Abedi, Mahsa Vali, Bentolhoda Otroshi Shahreza, Hamidreza Bolhasani arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2022-05-06 Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis    Yufeng Shi, Shuhuang Chen, Xinge You, Qinmu Peng, Weihua Ou, Yue Zhao arXiv_AI arXiv_AI  Pose  Action  Medical  PDF
• 2022-05-06 Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference    Yang Liu, Ersi Zhang, Lulu Xu, Chufan Xiao, Xiaoyun Zhong, Lijin Lian, Fang Li, Bin Jiang, Yuhan Dong, Lan Ma, Qiming Huang, Ming Xu, Yongbing Zhang, Dongmei Yu, Chenggang Yan, Peiwu Qin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-05-06 Quantification of Robotic Surgeries with Vision-Based Deep Learning    Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Jessica Nguyen, Christian Wagner, Animashree Anandkumar, Andrew J. Hung arXiv_CV arXiv_CV  Recognition  Gesture  Pose  Classification  Deep_Learning  Relation  Medical  Activity  PDF
• 2022-05-05 Ontology Reuse: the Real Test of Ontological Design    Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica arXiv_AI arXiv_AI  Pose  Ontology  Medical  PDF
• 2022-05-05 Activity Detection in Long Surgical Videos using Spatio-Temporal Models    Aidean Sharghi, Zooey He, Omid Mohareri arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  3D  RNN  Pose  Detection  Medical  Activity  PDF
• 2022-05-05 The Batch Artifact Scanning Protocol: A new method using computed tomography to rapidly create three-dimensional models of objects from large collections en masse    Katrina Yezzi-Woodley, Jeff Calder, Mckenzie Sweno, Chloe Siewert, Peter J. Olver arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2022-05-05 AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching    Khanh Nguyen, Huy Hoang Nguyen, Aleksei Tiulpin arXiv_CV arXiv_CV  Image_Caption  Image_Retrieval  Pose  Medical  Matching  PDF
• 2022-05-05 Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection    Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier arXiv_AI arXiv_AI  Segmentation  3D  Knowledge  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-05-05 User-Driven Research of Medical Note Generation Software    Tom Knoll, Francesco Moramarco, Alex Papadopoulos Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov arXiv_CL arXiv_CL  Medical  PDF
• 2022-05-05 Segmentation with Super Images: A New 2D Perspective on 3D Medical Image Analysis    Ikboljon Sobirov, Numan Saeed, Mohammad Yaqub arXiv_AI arXiv_AI  Segmentation  Super_Resolution  3D  Pose  Deep_Learning  Medical  PDF
• 2022-05-05 Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation    Yuxin Kang, Hansheng Li, Xuan Zhao, Dongqing Hu, Feihong Liu, Lei Cui, Jun Feng, Lin Yang arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  Prediction  PDF
• 2022-05-05 Generative Adversarial Network Based Synthetic Learning and a Novel Domain Relevant Loss Term for Spine Radiographs    Ethan Schonfeld, Anand Veeravagu arXiv_AI arXiv_AI  Review  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-05-05 InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy    Weichen Fan, Yuanbo Yang, Kunpeng Qiu, Shuo Wang, Yongxin Guo arXiv_CV arXiv_CV  Recognition  Pose  Detection  Object_Detection  Medical  PDF
• 2022-05-05 Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures    Edward Vendrow, Ethan Schonfeld arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Transfer_Learning  Bert  Pose  Medical  Caption  PDF
• 2022-05-04 GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification    Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr arXiv_CV arXiv_CV  Style_Transfer  Adversarial  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-05-04 A Dataset for N-ary Relation Extraction of Drug Combinations    Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg arXiv_CL arXiv_CL  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-05-04 FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation    Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2022-05-03 Deep Multi-Scale U-Net Architecture and Noise-Robust Training Strategies for Histopathological Image Segmentation    Nikhil Cherian Kurian, Amit Lohan, Gregory Verghese, Nimish Dharamshi, Swati Meena, Mengyuan Li, Fangfang Liu, Cheryl Gillet, Swapnil Rane, Anita Grigoriadis, Amit Sethi arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2022-05-03 Application of belief functions to medical image segmentation: A review    Ling Huang, Su Ruan arXiv_CV arXiv_CV  Segmentation  Review  Pose  Deep_Learning  Medical  PDF
• 2022-05-03 MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning    Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang arXiv_CV arXiv_CV  Segmentation  Inpainting  Pose  Medical  PDF
• 2022-05-02 TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security    Maede Zolanvari, Zebo Yang, Khaled Khan, Raj Jain, Nader Meskin arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-05-02 MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer    Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-01 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning    Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell arXiv_CL arXiv_CL  Transformer  Bert  Classification  Few-Shot  Medical  Matching  PDF
• 2022-05-01 Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers    Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan arXiv_CV arXiv_CV  Reconstruction  Deep_Learning  Relation  Medical  Autonomous  PDF
• 2022-04-30 Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks    Aline R. Ioste, Alan M. Durham, Marcelo Finger arXiv_AI arXiv_AI  Medical  CNN  PDF
• 2022-04-29 A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera    Roshanak Ashrafi, Mona Azarbayjania, Hamed Tabkhi arXiv_CV arXiv_CV  Surveillance  Facial_Landmark  Knowledge  Review  Pose  Face  Medical  PDF
• 2022-04-29 EndoMapper dataset of complete calibrated endoscopy procedures    Pablo Azagra, Carlos Sostres, Ángel Ferrandez, Luis Riazuelo, Clara Tomasini, Oscar León Barbed, Javier Morlana, David Recasens, Victor M. Batlle, Juan J. Gómez-Rodríguez, Richard Elvira, Julia López, Cristina Oriol, Javier Civera, Juan D. Tardós, Ana Cristina Murillo, Angel Lanas, José M.M. Montiel arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Pose  SLAM  Detection  Medical  PDF
• 2022-04-29 Segmentation of kidney stones in endoscopic video feeds    Zachary A Stoebner, Daiwei Lu, Seok Hee Hong, Nicholas L Kavoussi, Ipek Oguz arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-04-29 Adversarial Distortion Learning for Medical Image Denoising    Morteza Ghahremani, Mohammad Khateri, Alejandra Sierra, Jussi Tohka arXiv_CV arXiv_CV  3D  Adversarial  Pose  Denoising  Medical  PDF
• 2022-04-29 'My nose is running.''Are you also coughing?': Building A Medical Diagnosis Agent with Interpretable Inquiry Logics    Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tangi, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang arXiv_CL arXiv_CL  Pose  Attention  Medical  Inference  PDF
• 2022-04-29 Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection    Takahiro Suzuki, Shouhei Hanaoka, Issei Sato arXiv_CV arXiv_CV  Detection  Medical  PDF
• 2022-04-29 CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction    Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang arXiv_AI arXiv_AI  Pose  Relation  Attention  Medical  Prediction  PDF
• 2022-04-28 ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria    Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay arXiv_AI arXiv_AI  Optimization  Pose  GAN  Medical  PDF
• 2022-04-28 Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation    Zekang Chen, Jia Wei, Rui Li arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Medical  PDF
• 2022-04-28 MeSHup: A Corpus for Full Text Biomedical Document Indexing    Xindi Wang, Robert E. Mercer, Frank Rudzicz arXiv_CL arXiv_CL  Medical  PDF
• 2022-04-28 Symmetric Transformer-based Network for Unsupervised Image Registration    Mingrui Ma, Lei Song, Yuanbo Xu, Guixia Liu arXiv_CV arXiv_CV  Transformer  Unsupervised  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-04-28 Interpretable collective intelligence of non-rational human agents    Alexey V. Osipov, Nikolay N. Osipov arXiv_AI arXiv_AI  Medical  PDF
• 2022-04-28 Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor    Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-04-28 BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation    Gongping Chen, Yuming Liu, Yu Dai, Jianxun Zhang, Liang Cui, Xiaotao Yin arXiv_CV arXiv_CV  Segmentation  Salient  Pose  Attention  Medical  PDF
• 2022-04-28 Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph    Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Medical  Prediction  PDF
• 2022-04-28 Resource-efficient domain adaptive pre-training for medical images    Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Medical  PDF
• 2022-04-28 Cross-modal Memory Networks for Radiology Report Generation    Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan arXiv_CL arXiv_CL  Memory_Networks  Pose  Action  Attention  Text_Generation  Medical  PDF
• 2022-04-27 UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus    Thilini Wijesiriwardene, Vinh Nguyen, Goonmeet Bajaj, Hong Yung Yip, Vishesh Javangula, Yuqing Mao, Kin Wah Fung, Srinivasan Parthasarathy, Amit P. Sheth, Olivier Bodenreider arXiv_AI arXiv_AI  Bert  Deep_Learning  Medical  Language_Model  Prediction  PDF
• 2022-04-26 A survey on attention mechanisms for medical applications: are we moving towards better algorithms?    Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso arXiv_AI arXiv_AI  Transformer  Salient  Review  Pose  Survey  Classification  Deep_Learning  Attention  Medical  Image_Classification  PDF
• 2022-04-26 Quantum-classical convolutional neural networks in radiological image classification    Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer arXiv_AI arXiv_AI  Pose  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2022-04-26 Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims    Ivan Srba, Branislav Pecher, Matus Tomlein, Robert Moro, Elena Stefancova, Jakub Simko, Maria Bielikova arXiv_CL arXiv_CL  Medical  PDF
• 2022-04-26 Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking    Loïc Rakotoson, Charles Letaillieur, Sylvain Massip, Fréjus Laleye arXiv_AI arXiv_AI  Bert  Knowledge  Pose  Classification  Summarization  Medical  QA  PDF
• 2022-04-26 TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation    Xuejian Li, Shiqiang Ma, Jijun Tang, Fei Guo arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2022-04-26 CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets    Isabelle Mohr, Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL  Knowledge  Pose  Relation  Medical  Language_Model  Recommendation  PDF
• 2022-04-26 Assessing the ability of generative adversarial networks to learn canonical medical image statistics    Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio arXiv_CV arXiv_CV  Reconstruction  Restoration  Adversarial  GAN  Medical  PDF
• 2022-04-25 Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning    Mads Emil Dahlgaard, Morten Wehlast Jørgensen, Niels Asp Fuglsang, Hiba Nassar arXiv_CV arXiv_CV  Reconstruction  Pose  Medical  PDF
• 2022-04-25 Meta-AF: Meta-Learning for Adaptive Filters    Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis arXiv_SD arXiv_SD  Optimization  Pose  Deep_Learning  Medical  PDF
• 2022-04-25 Performer: A Novel PPG to ECG Reconstruction Transformer For a Digital Biomarker of Cardiovascular Disease Detection    Ella Lan arXiv_CV arXiv_CV  Transformer  Reconstruction  Detection  Attention  Medical  PDF
• 2022-04-25 LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection    Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong arXiv_CV arXiv_CV  Face  Classification  Deep_Learning  Detection  Attention  Medical  Inference  PDF
• 2022-04-25 KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning    Yang An, Bo Jin, Xiaopeng Wei arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Ontology  Contrastive_Learning  Relation  Attention  Medical  CNN  Prediction  PDF
• 2022-04-25 Masked Image Modeling Advances 3D Medical Image Analysis    Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown arXiv_AI arXiv_AI  Reconstruction  Segmentation  3D  Self-Supervised  Contrastive_Learning  Attention  Medical  PDF
• 2022-04-24 Deep Learning for Medical Image Registration: A Comprehensive Review    Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  Weakly_Supervised  Review  Adversarial  Deep_Learning  GAN  Medical  PDF
• 2022-04-23 Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation    Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-04-23 Class Balanced PixelNet for Neurological Image Segmentation    Mobarakol Islam, Hongliang Ren arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Pose  Medical  CNN  PDF
• 2022-04-23 Federated Contrastive Learning for Volumetric Medical Image Segmentation    Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Medical  Matching  PDF
• 2022-04-22 Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants    Fernando García-Torres, Carmen Mínguez-Porter, Julia Tomás-Chenoll, Sofía Iranzo-Egea, Juan-Manuel Belda-Lois arXiv_CV arXiv_CV  Segmentation  Action  Medical  CNN  Prediction  PDF
• 2022-04-22 MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement    Pingping Dai, Haiming Zhu, Shuang Ge, Ruihan Zhang, Xiang Qian, Xi Li, Kehong Yuan arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Knowledge  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-04-21 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis    Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  GAN  Medical  PDF
• 2022-04-21 Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction    Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John Pauly arXiv_CV arXiv_CV  Reconstruction  Pose  Medical  CNN  Inference  PDF
• 2022-04-21 Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction    Hui-Syuan Yeh, Thomas Lavergne, Pierre Zweigenbaum arXiv_CL arXiv_CL  Bert  Action  Relation  Few-Shot  Relation_Extraction  Medical  Prediction  PDF
• 2022-04-21 Few-shot learning for medical text: A systematic review    Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker arXiv_CL arXiv_CL  Recognition  Text_Classification  Review  Action  Classification  Few-Shot  Attention  Medical  PDF
• 2022-04-21 Working memory inspired hierarchical video decomposition with transformative representations    Binjie Qin, Haohao Mao, Ruipeng Zhang, Yueqi Zhu, Song Ding, Xu Chen arXiv_CV arXiv_CV  Sparse  RNN  Pose  Action  Medical  CNN  PDF
• 2022-04-21 MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering    Xinyu Ma, Xu Chu, Yasha Wang, Hailong Yu, Liantao Ma, Wen Tang, Junfeng Zhao arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Action  Relation  Medical  CNN  Prediction  PDF
• 2022-04-21 Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter    Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL  Recognition  Knowledge  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-04-21 Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing    Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie Hyland, Maria Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Medical  Inference  Language_Model  PDF
• 2022-04-20 Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations    Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Doğan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Naveen Sivadasan, Zhiyong Lu arXiv_CL arXiv_CL  Transformer  OCR  Review  Classification  GAN  Medical  PDF
• 2022-04-20 Time-based Self-supervised Learning for Wireless Capsule Endoscopy    Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-04-20 Fetal Brain Tissue Annotation and Segmentation Challenge Results    Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, et al. (3 additional authors not shown) arXiv_CV arXiv_CV  Reconstruction  Segmentation  Optimization  Quantitative  Deep_Learning  GAN  Medical  PDF
• 2022-04-20 Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization    Changjie Lu, Shen Zheng, Gaurav Gupta arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Quantitative  Medical  Matching  PDF
• 2022-04-20 A Survey of Video-based Action Quality Assessment    Shunli Wang, Dingkang Yang, Peng Zhai, Qing Yu, Tao Suo, Zhan Sun, Ka Li, Lihua Zhang arXiv_CV arXiv_CV  Surveillance  Recognition  Survey  Action_Recognition  Action  Medical  Video_Retrieval  PDF
• 2022-04-20 LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs    Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Medical  QA  Recommendation  PDF
• 2022-04-19 Photometric single-view dense 3D reconstruction in endoscopy    Victor M. Batlle, J.M.M. Montiel, Juan D. Tardos arXiv_CV arXiv_CV  Reconstruction  3D  SLAM  Medical  PDF
• 2022-04-19 Factors that influence the adoption of human-AI collaboration in clinical decision-making    Patrick Hemmer, Max Schemmer, Lara Riefle, Nico Rosellen, Michael Vössing, Niklas Kühl arXiv_AI arXiv_AI  Medical  PDF
• 2022-04-19 A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets    Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, J iajie Peng, Zhongyu Wei arXiv_CL arXiv_CL  Recognition  Pose  Action  Classification  Medical  Inference  PDF
• 2022-04-19 Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity    Nanqing Dong, Jiayi Wang, Irina Voiculescu arXiv_CV arXiv_CV  Classification  Medical  Matching  PDF
• 2022-04-19 Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations    Johannes Graf, Gino Lancho, Patrick Zschech, Kai Heinrich arXiv_AI arXiv_AI  Knowledge  Action  Medical  PDF
• 2022-04-19 Binary Multi Channel Morphological Neural Network    Theodore Aouad, Hugues Talbot arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  CNN  PDF
• 2022-04-19 LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation    Qingyu Chen, Jingcheng Du, Alexis Allot, Zhiyong Lu arXiv_AI arXiv_AI  Transformer  Bert  Pose  Classification  Relation  Medical  Inference  PDF
• 2022-04-18 Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology    Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Classification  Medical  PDF
• 2022-04-18 Tracking monocular camera pose and deformation for SLAM inside the human body    Juan J. Gomez Rodriguez, J.M.M Montiel, Juan D. Tardos arXiv_CV arXiv_CV  Tracking  3D  Regularization  Pose  SLAM  Medical  Autonomous  PDF
• 2022-04-18 TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos    Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV  Pose  Face  Detection  Object_Detection  Medical  CNN  PDF
• 2022-04-17 Continual Hippocampus Segmentation with Transformers    Amin Ranem, Camila González, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2022-04-17 U-Net and its variants for Medical Image Segmentation : A short review    Vinay Ummadi arXiv_AI arXiv_AI  Segmentation  Recognition  Review  Medical  PDF
• 2022-04-17 Deep Learning based Automatic Detection of Dicentric Chromosome    Angad Singh Wadhwa, Nikhil Tyagi, Pinaki Roy Chowdhury arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-04-17 AFSC: Adaptive Fourier Space Compression for Anomaly Detection    Haote Xu, Yunlong Zhang, Liyan Sun, Chenxin Li, Yue Huang, Xinghao Ding arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2022-04-16 Multi-organ Segmentation Network with Adversarial Performance Validator    Haoyu Fang, Yi Fang, Xiaofeng Yang arXiv_CV arXiv_CV  Segmentation  3D  Optimization  Knowledge  Adversarial  Pose  GAN  Medical  CNN  PDF
• 2022-04-16 Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets    Ananth Reddy Bhimireddy, John Lee Burns, Saptarshi Purkayastha, Judy Wawira Gichoya arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Few-Shot  Medical  Inference  Prediction  PDF
• 2022-04-16 IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation    Meirui Jiang, Hongzheng Yang, Chen Cheng, Qi Dou arXiv_AI arXiv_AI  Segmentation  Optimization  Knowledge  Pose  Medical  Prediction  PDF
• 2022-04-15 Accurate detection of sepsis at ED triage using machine learning with clinical natural language processing    Oleksandr Ivanov, Karen Molander, Robert Dunne, Stephen Liu, Kevin Masek, Erica Lewis, Lisa Wolf, Debbie Travers, Deena Brecher, Deb Delaney, Kyla Montgomery, Christian Reilly arXiv_CL arXiv_CL  Pose  Detection  GAN  Medical  PDF
• 2022-04-15 $Upsilon$-Net: A Spatiospectral Network for Retinal OCT Segmentation    Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-04-15 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning    Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, M. Hassan Murad, Chitta Baral arXiv_CL arXiv_CL  Knowledge  Pose  Few-Shot  Medical  PDF
• 2022-04-15 Evaluating Factuality in Text Simplification    Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li arXiv_CL arXiv_CL  Attention  Summarization  Medical  PDF
• 2022-04-15 Mixture of Experts for Biomedical Question Answering    Damai Dai, Wenbin Jiang, Jiyuan Zhang, Weihua Peng, Yajuan Lyu, Zhifang Sui, Baobao Chang, Yong Zhu arXiv_CL arXiv_CL  Transformer  Sparse  Pose  Attention  Medical  QA  PDF
• 2022-04-15 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging    Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Embedding  Self-Supervised  Medical  PDF
• 2022-04-14 Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma    Alexandre H. Thiery, Fabian Braeu, Tin A. Tun, Tin Aung, Michael J.A. Girard arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Deep_Learning  Medical  CNN  PDF
• 2022-04-14 LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections    Dario Sitnik, Ivica Kopriva arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2022-04-14 Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making    Max Schemmer, Patrick Hemmer, Niklas Kühl, Carina Benz, Gerhard Satzger arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-04-14 3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume    Jianye Pang, Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao arXiv_AI arXiv_AI  Transformer  3D  Pose  GAN  Medical  Prediction  PDF
• 2022-04-13 Towards Metrical Reconstruction of Human Faces    Wojciech Zielonka, Timo Bolkart, Justus Thies arXiv_CV arXiv_CV  Reconstruction  Tracking  Recognition  3D  Self-Supervised  Face  Action  Face_Recognition  Medical  Prediction  PDF
• 2022-04-13 EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts    Irene Li, Keen You, Xiangru Tang, Yujie Qiao, Lucas Huang, Chia-Chun Hsieh, Benjamin Rosand, Dragomir Radev arXiv_CL arXiv_CL  Recognition  Face  Action  Attention  Summarization  Medical  PDF
• 2022-04-13 CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning    Maged Abdalla Helmy Abdou, Paulo Ferreira, Eric Jul, Tuyen Trung Truong arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2022-04-13 A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes    Dongxu Zhang, Sunil Mohan, Michaela Torkar, Andrew McCallum arXiv_CL arXiv_CL  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-04-13 Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT    Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou arXiv_CV arXiv_CV  Segmentation  Pose  Action  Deep_Learning  GAN  Medical  PDF
• 2022-04-12 Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem    Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz arXiv_CL arXiv_CL  Knowledge  Pose  Detection  Medical  Inference  Prediction  PDF
• 2022-04-12 Membership-Mappings for Practical Secure Distributed Deep Learning    Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-04-12 LifeLonger: A Benchmark for Continual Disease Classification    Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek arXiv_CV arXiv_CV  Recognition  Knowledge  Classification  Deep_Learning  Medical  PDF
• 2022-04-12 How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds    Pierre-Louis Antonsanti, Thomas Benseghir, Vincent Jugnon, Mario Ghosn, Perrine Chassat, Irène Kaltenmark, Joan Glaunès arXiv_CV arXiv_CV  Embedding  3D  Pose  Face  Medical  Matching  PDF
• 2022-04-12 Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition    Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan arXiv_CL arXiv_CL  Recognition  Pose  Attention  GAN  Medical  Prediction  PDF
• 2022-04-11 medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space    Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Deep_Learning  GAN  Medical  Prediction  PDF
• 2022-04-11 Segmentation-Consistent Probabilistic Lesion Counting    Julien Schroeter, Chelsea Myers-Colet, Douglas L Arnold, Tal Arbel arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Medical  Prediction  PDF
• 2022-04-11 Access to care: analysis of the geographical distribution of healthcare using Linked Open Data    Selene Baez Santamaria, Emmanouil Manousogiannis, Guusje Boomgaard, Linh P. Tran, Zoltan Szlavik, Robert-Jan Sips arXiv_AI arXiv_AI  Knowledge  Pose  Medical  PDF
• 2022-04-11 Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data    Vishal Sunder, Prashant Serai, Eric Fosler-Lussier arXiv_CL arXiv_CL  Recognition  Speech  Classification  Speech_Recognition  Medical  PDF
• 2022-04-11 Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning    Hongyi Yuan, Zheng Yuan, Sheng Yu arXiv_CL arXiv_CL  Knowledge  Pose  Medical  Inference  PDF
• 2022-04-11 Segmentation Network with Compound Loss Function for Hydatidiform Mole Hydrops Lesion Recognition    Chengze Zhu, Pingge Hu, Xianxu Zeng, Xingtong Wang, Zehua Ji, Li Shi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Pose  Medical  PDF
• 2022-04-11 Autonomous Mobile Clinics: Empowering Affordable Anywhere Anytime Healthcare Access    Shaoshan Liu, Yuzhang Huang, Leiyu Shi arXiv_AI arXiv_AI  Medical  Autonomous  PDF
• 2022-04-10 MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction    Saadullah Amin, Pasquale Minervini, David Chang, Günter Neumann, Pontus Stenetorp arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Action  Relation  Relation_Extraction  GAN  Medical  PDF
• 2022-04-10 Data Augmentation for Biomedical Factoid Question Answering    Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos arXiv_AI arXiv_AI  Transformer  Embedding  Medical  Language_Model  PDF
• 2022-04-09 Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology    James M Dolezal, Andrew Srisuwananukorn, Dmitry Karpeyev, Siddhi Ramesh, Sara Kochanny, Brittany Cody, Aaron Mansfield, Sagar Rakshit, Radhika Bansa, Melanie Bois, Aaron O Bungum, Jefree J Schulte, Everett E Vokes, Marina Chiara Garassino, Aliya N Husain, Alexander T Pearson arXiv_CV arXiv_CV  Unsupervised  Deep_Learning  Medical  Prediction  PDF
• 2022-04-09 Ultrasound Signal Processing: From Models to Deep Learning    Ben Luijten, Nishith Chennakeshava, Yonina C. Eldar, Massimo Mischi, Ruud J.G. van Sloun arXiv_CV arXiv_CV  Reconstruction  Knowledge  Deep_Learning  Medical  PDF
• 2022-04-08 BioRED: A Comprehensive Biomedical Relation Extraction Dataset    Ling Luo, Po-Ting Lai, Chih-Hsuan Wei, Cecilia N Arighi, Zhiyong Lu arXiv_CL arXiv_CL  Recognition  Bert  Knowledge  Review  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-04-08 RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining    Alexander Yalunin, Alexander Nesterov, Dmitriy Umerenkov arXiv_AI arXiv_AI  Recognition  Bert  Text_Classification  Classification  Medical  Inference  Language_Model  PDF
• 2022-04-08 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model    Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu arXiv_CL arXiv_CL  Recognition  Summarization  Medical  Language_Model  PDF
• 2022-04-08 Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution    Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan arXiv_CV arXiv_CV  Super_Resolution  Pose  Attention  Medical  CNN  PDF
• 2022-04-08 CD$^2$-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning    Yiqing Shen, Yuyin Zhou, Lequan Yu arXiv_CV arXiv_CV  Regularization  Pose  Medical  PDF
• 2022-04-08 Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation    Ting-Wei Cheng, Jerry Chang, Ching-Chun Huang, Chin Kuo, Yun-Chien Cheng arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Adversarial  Pose  Medical  CNN  Prediction  PDF
• 2022-04-08 PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions    Jiazhao Li, Corey Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, V.G.Vinod Vydiswaran arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-04-07 Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes    Valerio Guarrasi, Paolo Soda arXiv_CV arXiv_CV  Optimization  Deep_Learning  Medical  Prediction  PDF
• 2022-04-07 Pneumonia Detection in Chest X-Rays using Neural Networks    Narayana Darapaneni, Ashish Ranjan, Dany Bright, Devendra Trivedi, Ketul Kumar, Vivek Kumar, Anwesh Reddy Paduri arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-04-07 Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging    Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Kyle J. Myers, Prabhat KC, Rongping Zeng, Mark A. Anastasio arXiv_CV arXiv_CV  Reconstruction  Restoration  Optimization  Adversarial  GAN  Medical  PDF
• 2022-04-07 Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation    Sangjoon Park, Jong Chul Ye arXiv_CV arXiv_CV  Transformer  Pose  Medical  PDF
• 2022-04-07 Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces    Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson arXiv_CV arXiv_CV  Transformer  Pose  Face  Classification  Deep_Learning  Attention  Medical  CNN  Prediction  PDF
• 2022-04-07 Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant    Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-04-07 Low-Dose CT Denoising via Sinogram Inner-Structure Transformer    Liutao Yang, Zhongnian, Li, Rongjun, Ge, Junyong, Zhao, Haipeng, Si, Daoqiang Zhang arXiv_CV arXiv_CV  Transformer  Reconstruction  Pose  Relation  Denoising  Attention  Medical  PDF
• 2022-04-07 Flexible Sampling for Long-tailed Skin Lesion Classification    Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, Paul Bonnington, Zongyuan Ge arXiv_CV arXiv_CV  Pose  Classification  Medical  Inference  PDF
• 2022-04-06 PlutoNet: An Efficient Polyp Segmentation Network    Tugberk Erol, Duygu Sarikaya arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-04-06 OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System    Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee arXiv_CV arXiv_CV  Unsupervised  Pose  Detection  Object_Detection  Medical  PDF
• 2022-04-06 Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization    Brydon Parker, Alik Sokolov, Mahtab Ahmed, Matt Kalebic, Sedef Akinli Kocak, Ofer Shai arXiv_CL arXiv_CL  Knowledge  Denoising  Summarization  Medical  PDF
• 2022-04-06 Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach    Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Medical  PDF
• 2022-04-06 Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis    Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen arXiv_CV arXiv_CV  Knowledge  Attention  Medical  PDF
• 2022-04-06 CAIPI in Practice: Towards Explainable Interactive Medical Image Classification    Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid arXiv_CV arXiv_CV  Enhancement  Optimization  Face  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2022-04-05 Federated Cross Learning for Medical Image Segmentation    Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2022-04-05 A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation    Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Fr/'ed/'eric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren arXiv_AI arXiv_AI  Segmentation  3D  Knowledge  Pose  Action  Deep_Learning  Medical  PDF
• 2022-04-05 Design considerations for a hierarchical semantic compositional framework for medical natural language understanding    Ricky K. Taira, Anders O. Garlid, William Speier arXiv_CL arXiv_CL  Face  Medical  PDF
• 2022-04-05 HyperBox: A Supervised Approach for Hypernym Discovery using Box Embeddings    Maulik Parmar, Dr. Apurva Narayan arXiv_CL arXiv_CL  Embedding  Knowledge  Ontology  Relation  Medical  PDF
• 2022-04-04 Experimental quantum adversarial learning with programmable superconducting qubits    Wenhui Ren, Weikang Li, Shibo Xu, Ke Wang, Wenjie Jiang, Feitong Jin, Xuhao Zhu, Jiachen Chen, Zixuan Song, Pengfei Zhang, Hang Dong, Xu Zhang, Jinfeng Deng, Yu Gao, Chuanyu Zhang, Yaozu Wu, Bing Zhang, Qiujiang Guo, Hekang Li, Zhen Wang, Jacob Biamonte, Chao Song, Dong-Ling Deng, H. Wang arXiv_AI arXiv_AI  Adversarial  Pose  Medical  Prediction  PDF
• 2022-04-04 Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection    Eike Petersen, Aasa Feragen, Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz arXiv_CV arXiv_CV  3D  Knowledge  Face  Action  Classification  Detection  Relation  Medical  CNN  PDF
• 2022-04-04 A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals    Luis Guarda, Juan Tapia, Enrique Lopez Droguett, Marcelo Ramos arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Relation  Medical  CNN  PDF
• 2022-04-04 Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models    Ashkan Khakzar, Yawei Li, Yang Zhang, Mirac Sanisoglu, Seong Tae Kim, Mina Rezaei, Bernd Bischl, Nassir Navab arXiv_CV arXiv_CV  Salient  Pose  Quantitative  Medical  CNN  PDF
• 2022-04-04 Generalized Zero Shot Learning For Medical Image Classification    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2022-04-04 Stacked Tensegrity Mechanism for Medical Application    Dhruva Khanzode (CSIR), Ranjan Jha (CSIR), Emilie Duchalais (CHU Nantes), Damien Chablat (ReV) arXiv_RO arXiv_RO  Optimization  Medical  PDF
• 2022-04-04 A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction    Sanskriti Singh arXiv_CV arXiv_CV  Segmentation  Pose  Action  Detection  Medical  PDF
• 2022-04-03 Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management    Ritesh Chandra, Sonali Agarwal, Navjot Singh arXiv_AI arXiv_AI  Pose  Ontology  Face  Detection  Medical  Inference  PDF
• 2022-04-03 A sequence-to-sequence approach for document-level relation extraction    John Giorgi, Gary D. Bader, Bo Wang arXiv_CL arXiv_CL  OCR  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-04-03 Exemplar Learning for Medical Image Segmentation    Qing En, Yuhong Guo arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Self-Supervised  Pose  GAN  Medical  PDF
• 2022-04-02 Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation    Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Quantitative  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-04-02 Mix-up Self-Supervised Learning for Contrast-agnostic Applications    Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann arXiv_CV arXiv_CV  Reconstruction  Embedding  Self-Supervised  Classification  Detection  Object_Detection  Attention  Medical  Image_Classification  Prediction  PDF
• 2022-04-01 Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers    Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Lio, Daniel Rueckert, Yonina C. Eldar, Guang Yang arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Adversarial  Survey  Deep_Learning  Detection  Attention  GAN  Medical  CNN  Recommendation  PDF
• 2022-04-01 Multimodal Clustering with Role Induced Constraints for Speaker Diarization    Nikolaos Flemotomos, Shrikanth Narayanan arXiv_SD arXiv_SD  Speech  Pose  Action  Medical  PDF
• 2022-04-01 UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation    Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Represenation_Learning  Self-Supervised  Pose  Medical  CNN  PDF
• 2022-04-01 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition    Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Athanasios Katsamanis, Vassilis Katsouros arXiv_AI arXiv_AI  Recognition  Zero-Shot  Speech  Pose  Detection  Speech_Recognition  Medical  Language_Model  PDF
• 2022-04-01 Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations    Sihang Zeng, Zheng Yuan, Sheng Yu arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Medical  Language_Model  PDF
• 2022-04-01 PriMock57: A Dataset Of Primary Care Mock Consultations    Alex Papadopoulos Korfiatis, Francesco Moramarco, Radmila Sarac, Aleksandar Savkov arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Medical  PDF
• 2022-04-01 Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization    Georgios Katsimpras, Georgios Paliouras arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Summarization  Medical  PDF
• 2022-03-31 Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks    Zahraa Sh. Aaraji, Hawraa H. Abbas arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2022-03-31 Restoring Vision through Retinal Implants - A Systematic Literature Review    Magali Andreia Rossi, Sylviane da Silva Vitor arXiv_CV arXiv_CV  Restoration  Review  Medical  PDF
• 2022-03-30 Improving Speech Recognition for Indic Languages using Language Model    Ankur Dhuriya, Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Medical  Language_Model  PDF
• 2022-03-30 COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training    Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Face  Deep_Learning  Medical  PDF
• 2022-03-30 Position-based Prompting for Health Outcome Generation    M. Abaho, D. Bollegala, P. Williamson, S. Dodd arXiv_CL arXiv_CL  Knowledge  Attention  Medical  Language_Model  PDF
• 2022-03-30 The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation    Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Detection  Relation  Object_Detection  Medical  PDF
• 2022-03-30 Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature    Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Summarization  Medical  Inference  PDF
• 2022-03-29 LinkBERT: Pretraining Language Models with Document Links    Michihiro Yasunaga, Jure Leskovec, Percy Liang arXiv_CL arXiv_CL  Bert  Knowledge  Self-Supervised  Pose  Relation  Few-Shot  Medical  Language_Model  Prediction  QA  PDF
• 2022-03-29 Target and Task specific Source-Free Domain Adaptive Image Segmentation    Vibashan VS, Jeya Maria Jose Valanarasu, Vishal M. Patel arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Denoising  Medical  Inference  PDF
• 2022-03-29 Few-shot Structured Radiology Report Generation Using Natural Language Prompts    Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab arXiv_CV arXiv_CV  Pose  Few-Shot  Medical  PDF
• 2022-03-29 Image Segmentation with Adaptive Spatial Priors from Joint Registration    Haifeng Li, Weihong Guo, Jun Liu, Li Cui, Dongxing Xie arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Medical  PDF
• 2022-03-29 Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis    Yunlong Zhang, Xin Lin, Yihong Zhuang, LiyanSun, Yue Huang, Xinghao Ding, Guisheng Wang, Lin Yang, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Enhancement  Adversarial  Pose  Image_Enhancement  GAN  Medical  PDF
• 2022-03-29 Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection    Arshi Parvaiz, Muhammad Anwaar Khalid, Rukhsana Zafar, Huma Ameer, Muhammad Ali, Muhammad Moazam Fraz arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Review  Survey  Classification  Detection  Attention  Medical  Caption  PDF
• 2022-03-29 Affine Medical Image Registration with Coarse-to-Fine Vision Transformer    Tony C. W. Mok, Albert C. S. Chung arXiv_CV arXiv_CV  Transformer  3D  Medical  CNN  Matching  PDF
• 2022-03-29 Min-Max Similarity: A Contrastive Learning Based Semi-Supervised Learning Network for Surgical Tools Segmentation    Ange Lou, Xing Yao, Ziteng Liu, Jack Noble arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Quantitative  Medical  Prediction  PDF
• 2022-03-28 A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification    Sairamvinay Vijayaraghavan, David Haddad, Shikun Huang, Seongwoo Choi arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-03-28 Offline-Online Learning of Deformation Model for Cable Manipulation with Graph Neural Networks    Changhao Wang, Yuyou Zhang, Xiang Zhang, Zheng Wu, Xinghao Zhu, Shiyu Jin, Te Tang, Masayoshi Tomizuka arXiv_RO arXiv_RO  Quantitative  Medical  PDF
• 2022-03-28 Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning    Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier arXiv_CV arXiv_CV  Reinforcement_Learning  Deep_Learning  Denoising  GAN  Medical  CNN  PDF
• 2022-03-28 Hierarchical Transformer Model for Scientific Named Entity Recognition    Urchade Zaratiana, Pierre Holat, Nadi Tomeh, Thierry Charnois arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Knowledge  Knowledge_Graph  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-03-28 Translation Consistent Semi-supervised Segmentation for 3D Medical Images    Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro arXiv_AI arXiv_AI  Segmentation  3D  Pose  Medical  PDF
• 2022-03-28 Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection    Choubo Ding, Guansong Pang, Chunhua Shen arXiv_CV arXiv_CV  Knowledge  Pose  Detection  Medical  PDF
• 2022-03-27 MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering    Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu arXiv_AI arXiv_AI  Medical  QA  PDF
• 2022-03-27 MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation    Hritam Basak, Rohit Kundu, Ram Sarkar arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-03-26 Medical Dataset Classification for Kurdish Short Text over Social Media    Ari M. Saeed, Shnya R. Hussein, Chro M. Ali, Tarik A. Rashid arXiv_CL arXiv_CL  Text_Classification  Face  Classification  Medical  PDF
• 2022-03-26 SGDR: Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation    Shuai Wang, Li Rui arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Medical  PDF
• 2022-03-26 RSCFed: Random Sampling Consensus Federated Semi-supervised Learning    Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li arXiv_CV arXiv_CV  Medical  PDF
• 2022-03-26 Analyzing Medical Data with Process Mining: a COVID-19 Case Study    Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M.P. van der Aalst, Lukas Martin, Gernot Marx arXiv_AI arXiv_AI  Medical  PDF
• 2022-03-25 Learning to segment fetal brain tissue from noisy annotations    Davood Karimi, Caitlin K. Rollins, Clemente Velasco-Annis, Abdelhakim Ouaalam, Ali Gholipour arXiv_AI arXiv_AI  Segmentation  3D  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2022-03-25 Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis    Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab arXiv_CV arXiv_CV  Reinforcement_Learning  Self-Supervised  Pose  Classification  Medical  Prediction  PDF
• 2022-03-25 Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets    Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kumar arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-03-25 Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies    Muhammad Zaigham Zaheer, Jin Ha Lee, Arif Mahmood, Marcella Astrid, Seung-Ik Lee arXiv_CV arXiv_CV  Reconstruction  Optimization  Adversarial  Pose  Classification  Detection  Medical  PDF
• 2022-03-25 ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation    Antonios Georgiadis, Varun Babbar, Fran Silavong, Sean Moran, Rob Otter arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Pose  Face  Quantitative  Deep_Learning  Denoising  GAN  Medical  PDF
• 2022-03-25 EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing    Ruixuan Wang, Dongning Ma, Xun Jiao arXiv_AI arXiv_AI  Recognition  Pose  Classification  Medical  Activity  Prediction  PDF
• 2022-03-25 Analysis of the Production Strategy of Mask Types in the COVID-19 Environment    Xiangri Lu, Zhanqing Wang, Hongbin Ma arXiv_CV arXiv_CV  Medical  PDF
• 2022-03-25 Facial Expression Recognition with Swin Transformer    Jun-Hwa Kim, Namho Kim, Chee Sun Won arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Deep_Learning  Medical  PDF
• 2022-03-25 From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks    Rui She, Pingyi Fan arXiv_AI arXiv_AI  Unsupervised  Adversarial  Pose  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-03-25 Interpretation of Chest x-rays affected by bullets using deep transfer learning    Shaheer Khan, Azib Farooq, Israr Khan, Muhammad Gulraiz Khan, Abdul Razzaq arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-03-24 Domino: Discovering Systematic Errors with Cross-Modal Embeddings    Sabri Eyuboglu, Maya Varma, Khaled Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Quantitative  Medical  PDF
• 2022-03-24 Generating Scientific Claims for Zero-Shot Scientific Fact Checking    Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  Medical  PDF
• 2022-03-24 Intrinsic Bias Identification on Medical Image Datasets    Shijie Zhang, Lanjun Wang, Lian Ding, Senhua Zhu, Dandan Tu arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2022-03-24 When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study    Alexandros Shikun Zhang, Naomi Fengqi Li arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2022-03-24 Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing    Suzanna Schmeelk, Martins Samuel Dogo, Yifan Peng, Braja Gopal Patra arXiv_CL arXiv_CL  Knowledge  Action  Classification  Medical  Language_Model  PDF
• 2022-03-23 On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study    Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2022-03-23 Improving the Fairness of Chest X-ray Classifiers    Haoran Zhang, Natalie Dullerud, Karsten Roth, Lauren Oakden-Rayner, Stephen Robert Pfohl, Marzyeh Ghassemi arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2022-03-23 MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels    Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan arXiv_CV arXiv_CV  Segmentation  Unsupervised  Knowledge  Pose  Medical  CNN  Prediction  PDF
• 2022-03-23 MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images    Andres Diaz-Pinto, Sachidanand Alle, Alvin Ihsani, Muhammad Asad, Vishwesh Nath, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sebastien Ourselin, Andrew Feng, M. Jorge Cardoso arXiv_CV arXiv_CV  Segmentation  3D  Face  Medical  PDF
• 2022-03-23 MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion    Hyungjin Chung, Eun Sun Lee, Jong Chul Ye arXiv_AI arXiv_AI  Super_Resolution  Pose  Denoising  Medical  PDF
• 2022-03-23 Cell segmentation from telecentric bright-field transmitted light microscopic images using a Residual Attention U-Net: a case study on HeLa line    Ali Ghaznavi, Renata Rychtarikova, Mohammadmehdi Saberioon, Dalibor Stys arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-03-23 Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations    Steven Hicks, Andrea Storås, Michael Riegler, Cise Midoglu, Malek Hammou, Thomas de Lange, Sravanthi Parasa, Pål Halvorsen, Inga Strümke arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-03-23 Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging    Kerstin Hammernik, Thomas Küstner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knoll, Mehmet Akçakaya arXiv_CV arXiv_CV  Reconstruction  Review  Deep_Learning  Medical  PDF
• 2022-03-22 4D-OR: Semantic Scene Graphs for OR Domain Modeling    Ege Özsoy, Evin Pınar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab arXiv_CV arXiv_CV  Pose  Action  Relation  Medical  Prediction  PDF
• 2022-03-22 Was that so hard? Estimating human classification difficulty    Morten Rieger Hannemose, Josefine Vilsbøll Sundgaard, Niels Kvorning Ternov, Rasmus R. Paulsen, Anders Nymark Christensen arXiv_CV arXiv_CV  Embedding  Classification  Relation  Medical  PDF
• 2022-03-22 Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder    Yu Tian, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W Verjans, Gustavo Carneiro arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Self-Supervised  Detection  Object_Detection  Attention  Medical  PDF
• 2022-03-22 Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain    Rodrigo de Barros Vimieiro, Chuang Niu, Hongming Shan, Lucas Rodrigues Borges, Ge Wang, Marcelo Andrade da Costa Vieira arXiv_CV arXiv_CV  Restoration  Pose  Deep_Learning  Relation  Medical  CNN  PDF
• 2022-03-22 Are You Misinformed? A Study of Covid-Related Fake News in Bengali on Facebook    Protik Bose Pranto, Syed Zami-Ul-Haque Navid, Protik Dey, Gias Uddin, Anindya Iqbal arXiv_CL arXiv_CL  Bert  Face  Medical  PDF
• 2022-03-22 Analysis of Disfluencies for automatic detection of Mild Cognitive Impartment: a deep learning approach    Karmele Lopez-de-Ipiña, Unai Martinez de Lizarduy, Pilar Calvo, Blanca Beita, Joseba García-Melero, Miriam Ecay-Torres, Ainara Estanga, Marcos Faundez-Zanuy arXiv_SD arXiv_SD  Speech  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-03-22 Conditional Generative Data Augmentation for Clinical Audio Datasets    Matthias Seibold, Armando Hoch, Mazda Farshad, Nassir Navab, Philipp Fürnstahl arXiv_SD arXiv_SD  Adversarial  Pose  Classification  GAN  Medical  PDF
• 2022-03-22 Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction