Medical

Medical

• 2022-01-21 Contrastive and Selective Hidden Embeddings for Medical Image Segmentation    Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang arXiv_CV arXiv_CV  Segmentation  Embedding  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2022-01-21 ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification    Jan Cychnerski, Tomasz Dziubich, Adam Brzeski arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  Image_Classification  PDF
• 2022-01-21 Improving Across-Dataset Brain Tissue Segmentation Using Transformer    Vishwanatha M. Rao, Zihan Wan, David J. Ma, Pin-Yu Lee, Ye Tian, Andrew F. Laine, Jia Guo arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Relation  Medical  CNN  PDF
• 2022-01-21 Enhancing Pseudo Label Quality for Semi-SupervisedDomain-Generalized Medical Image Segmentation    Huifeng Yao, Xiaowei Hu, Xiaomeng Li arXiv_AI arXiv_AI  Segmentation  Medical  PDF
• 2022-01-21 SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation    Quan-Dung Pham (1), Hai Nguyen-Truong (1, 2 and 3), Nam Nguyen Phuong (1), Khoa N. A. Nguyen (1, 2 and 3) ((1) VinBrain JSC., Vietnam, (2) University of Science, Ho Chi Minh City, Vietnam, (3) Vietnam National University, Ho Chi Minh City, Vietnam) arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Knowledge  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-01-20 SoftDropConnect -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis    Qing Lyu, Christopher T. Whitlow, Ge Wang arXiv_AI arXiv_AI  Segmentation  Optimization  Pose  Quantitative  Classification  Deep_Learning  Medical  Inference  Prediction  PDF
• 2022-01-20 Modeling and hexahedral meshing of arterial networks from centerlines    Méghane Decroocq, Carole Frindel, Makoto Ohta, Guillaume Lavoué arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2022-01-20 DRTCI: Learning Disentangled Representations for Temporal Causal Inference    Garima Gupta, Lovekesh Vig, Gautam Shroff arXiv_AI arXiv_AI  Adversarial  Pose  Medical  Inference  PDF
• 2022-01-20 The Risk to Population Health Equity Posed by Automated Decision Systems: A Narrative Review    Mitchell Burger arXiv_AI arXiv_AI  Surveillance  Review  Pose  Medical  Autonomous  Prediction  PDF
• 2022-01-19 Improving Biomedical Information Retrieval with Neural Retrievers    Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral arXiv_CL arXiv_CL  Knowledge  Pose  Medical  PDF
• 2022-01-19 Visualization and Analysis of Wearable Health Data From COVID-19 Patients    Susanne K. Suter, Georg R. Spinner, Bianca Hoelz, Sofia Rey, Sujeanthraa Thanabalasingam, Jens Eckstein, Sven Hirsch arXiv_CV arXiv_CV  Survey  Detection  Medical  PDF
• 2022-01-19 A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis    Muhammad Muneeb Saad, Ruairi O'Reilly, Mubashir Husain Rehmani arXiv_CV arXiv_CV  Gradient_Descent  Review  Adversarial  Survey  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-01-19 Cognitive Explainers of Graph Neural Networks Based on Medical Concepts    Yingni Wang, Kehong Yuan arXiv_AI arXiv_AI  Recognition  Knowledge  Pose  Relation  Medical  CNN  PDF
• 2022-01-19 Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation    Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter Fasching, Andreas Maier, Ramona Erber, Katharina Breininger arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-01-19 Virtual Coil Augmentation Technology for MRI via Deep Learning    Cailian Yang, Xianghao Liao, Yuhao Wang, Minghui Zhang, Qiegen Liu arXiv_CV arXiv_CV  Reconstruction  Enhancement  Pose  Deep_Learning  Medical  PDF
• 2022-01-18 Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs    Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Medical  Prediction  PDF
• 2022-01-18 A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis    Qiyuan An, Ruijiang Li, Lin Gu, Hao Zhang, Qingyu Chen, Zhiyong Lu, Fei Wang, Yingying Zhu arXiv_CL arXiv_CL  Unsupervised  Text_Classification  Pose  Classification  Medical  Inference  PDF
• 2022-01-18 Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task    Mehmet Efruz Karabulut, K. Vijay-Shanker arXiv_CL arXiv_CL  Embedding  Classification  Deep_Learning  Medical  PDF
• 2022-01-18 Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures    Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo arXiv_AI arXiv_AI  Segmentation  Pose  GAN  Medical  Inference  PDF
• 2022-01-18 Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals    Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald arXiv_AI arXiv_AI  Review  Medical  PDF
• 2022-01-18 Label-dependent and event-guided interpretable disease risk prediction using EHRs    Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang arXiv_AI arXiv_AI  Pose  Quantitative  Attention  Medical  Prediction  PDF
• 2022-01-18 Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records    Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang arXiv_AI arXiv_AI  Embedding  Bert  Pose  Quantitative  Attention  Medical  Language_Model  Prediction  PDF
• 2022-01-17 RuMedBench: A Russian Medical Language Understanding Benchmark    Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Classification  Medical  Inference  PDF
• 2022-01-17 Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images    Mahmood Alzubaidi, Marco Agus, Khalid Alyafei, Khaled A Althelaya, Uzair Shah, Alaa A. Abdalrazaq, Mohammed Anbar, Zafar Iqbal, Mowafa Househ arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  3D  Review  Face  Survey  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-01-17 Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning    Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan Huisman, Dean Barratt, Victor Adrian Prisacariu, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Deep_Learning  Few-Shot  GAN  Medical  PDF
• 2022-01-17 H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression    Niccoló Marini, Manfredo Atzori, Sebastian Otálora, Stephane Marchand-Maillet, Henning Müller arXiv_CV arXiv_CV  Adversarial  Classification  Medical  CNN  PDF
• 2022-01-17 Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms    Karthik K, Sowmya Kamath S arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Pose  Medical  PDF
• 2022-01-16 Comparison of COVID-19 Prediction Performances of Normalization Methods on Cough Acoustics Sounds    Yunus Emre Erdoğan, Ali Narin arXiv_SD arXiv_SD  Pose  Medical  Prediction  PDF
• 2022-01-16 Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?    Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Contrastive_Learning  Medical  PDF
• 2022-01-16 Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms    Qi An, Patryk Szewczyk, Michael N Johnstone, James Jin Kang arXiv_AI arXiv_AI  Enhancement  Medical  PDF
• 2022-01-15 ViTBIS: Vision Transformer for Biomedical Image Segmentation    Abhinav Sagar arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  GAN  Medical  PDF
• 2022-01-15 SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data    Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Self-Supervised  Medical  PDF
• 2022-01-15 A Survey on RGB-D Datasets    Alexandre Lopes, Roberto Souza, Helio Pedrini arXiv_CV arXiv_CV  Review  Pose  Survey  Medical  PDF
• 2022-01-15 Kformer: Knowledge Injection in Transformer Feed-Forward Layers    Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Medical  Language_Model  QA  PDF
• 2022-01-14 Disentanglement enables cross-domain Hippocampus Segmentation    John Kalkhof, Camila González, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2022-01-14 A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI    Mirza Mumtaz Zahoor, Shahzad Ahmad Qureshi, Saddam Hussain Khan, Asifullah Khan arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-01-14 Artificial Intelligence in Software Testing : Impact, Problems, Challenges and Prospect    Zubair Khaliq, Sheikh Umar Farooq, Dawood Ashraf Khan arXiv_AI arXiv_AI  Pose  Face  Medical  Autonomous  PDF
• 2022-01-13 Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals    Yunus Emre Erdoğan, Ali Narin arXiv_SD arXiv_SD  Pose  Classification  Detection  GAN  Medical  PDF
• 2022-01-13 Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning    Linkai Peng, Li Lin, Pujin Cheng, Ziqi Huang, Xiaoying Tang arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Style_Transfer  Pose  Deep_Learning  Medical  PDF
• 2022-01-13 Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks    Yuchong Yao, Xiaohui Wangr, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  GAN  Medical  CNN  Image_Classification  PDF
• 2022-01-12 Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data    Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev, Muhammad Aslam Jarwar, Nawab Muhammad Faseeh Qureshi arXiv_AI arXiv_AI  Recognition  Adversarial  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-01-12 Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery    Xiaoqi Wang, Yingjie Cheng, Yaning Yang, Fei Li, Shaoliang Peng arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-01-11 Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images    Vincent Andrearczyk, Valentin Oreiller, Sarah Boughdad, Catherine Chez Le Rest, Hesham Elhalawani, Mario Jreige, John O. Prior, Martin Vallières, Dimitris Visvikis, Mathieu Hatt, Adrien Depeursinge arXiv_CV arXiv_CV  Segmentation  Pose  Contour  GAN  Medical  Prediction  PDF
• 2022-01-11 COROLLA: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading    Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Detection  Medical  PDF
• 2022-01-11 Prior Knowledge Enhances Radiology Report Generation    Song Wang, Liyan Tang, Mingquan Lin, George Shih, Ying Ding, Yifan Peng arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-01-10 Neuroplastic graph attention networks for nuclei segmentation in histopathology images    Yoav Alon, Huiyu Zhou arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Pose  Action  Quantitative  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-01-10 Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation    Srishti Gautam, Marina M.-C. Höhne, Stine Hansen, Robert Jenssen, Michael Kampffmeyer arXiv_CV arXiv_CV  Detection  Relation  Medical  PDF
• 2022-01-10 Writing Style Aware Document-level Event Extraction    Zhuo Xu, Yue Wang, Lu Bai, Lixin Cui arXiv_CL arXiv_CL  Pose  Action  Classification  Attention  GAN  Medical  PDF
• 2022-01-10 MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images    Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martin-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu7, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Elodie Puybareau, Ilkay Oksuz, Stephanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura M. Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Pose  Survey  Classification  Medical  PDF
• 2022-01-09 Medication Error Detection Using Contextual Language Models    Yu Jiang, Christian Poellabauer arXiv_CL arXiv_CL  Bert  Speech  Pose  Detection  Medical  Language_Model  PDF
• 2022-01-09 Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic    Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar arXiv_CL arXiv_CL  Bert  Zero-Shot  Classification  Relation  Few-Shot  Medical  PDF
• 2022-01-09 Enhanced total variation minimization for stable image reconstruction    Congpei An, Hao-Ning Wu, Xiaoming Yuan arXiv_CV arXiv_CV  Reconstruction  Enhancement  Regularization  Pose  Image_Enhancement  Medical  PDF
• 2022-01-08 CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation    Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeon Gyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren arXiv_CV arXiv_CV  Surveillance  Segmentation  Unsupervised  Pose  GAN  Medical  PDF
• 2022-01-08 A Unified Review of Deep Learning for Automated Medical Coding    Shaoxiong Ji, Wei Sun, Hang Dong, Honghan Wu, Pekka Marttinen arXiv_CL arXiv_CL  Review  Pose  Action  Deep_Learning  Medical  PDF
• 2022-01-08 A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers    Shuyue Guan, Murray Loew arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-01-07 GPU-Net: Lightweight U-Net with more diverse features    Heng Yu, Di Fan, Weihu Song arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2022-01-07 Learning with less labels in Digital Pathology via Scribble Supervision from natural images    Eu Wern Teh, Graham W. Taylor arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Classification  Deep_Learning  Medical  PDF
• 2022-01-07 A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets    Doan Duy Vo, Russell Butler arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-01-07 Effect of Prior-based Losses on Segmentation Performance: A Benchmark    Rosana {EL JURDI}, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah arXiv_AI arXiv_AI  Segmentation  Knowledge  GAN  Medical  CNN  PDF
• 2022-01-07 Cross-Modality Deep Feature Learning for Brain Tumor Segmentation    Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Medical  CNN  PDF
• 2022-01-06 BERN2: an advanced neural biomedical named entity recognition and normalization tool    Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang arXiv_CL arXiv_CL  Recognition  Knowledge  Knowledge_Graph  Action  Medical  Inference  PDF
• 2022-01-06 Machine Learning: Algorithms, Models, and Applications    Jaydip Sen, Sidra Mehtab, Rajdeep Sen, Abhishek Dutta, Pooja Kherwa, Saheel Ahmed, Pranay Berry, Sahil Khurana, Sonali Singh, David W. W Cadotte, David W. Anderson, Kalum J. Ost, Racheal S. Akinbo, Oladunni A. Daramola, Bongs Lainjo arXiv_AI arXiv_AI  Reinforcement_Learning  Speech  Emotion  Deep_Learning  Medical  PDF
• 2022-01-06 3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning    Di Shao, Xuequan Lu, Xiao Liu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Point_Cloud  3D  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-01-05 Lumbar Bone Mineral Density Estimation from Chest X-ray Images: Anatomy-aware Attentive Multi-ROI Modeling    Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao arXiv_CV arXiv_CV  Transformer  Pose  Classification  Relation  Medical  PDF
• 2022-01-05 Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images    Mehdi SadeghiBakhi, Hamidreza Pourreza, Hamidreza Mahyar arXiv_AI arXiv_AI  Segmentation  3D  Pose  Attention  Medical  CNN  PDF
• 2022-01-05 Relationship extraction for knowledge graph creation from biomedical literature    Nikola Milosevic, Wolfgang Thielemann arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Action  Deep_Learning  Relation  Medical  PDF
• 2022-01-05 Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation    Elias Tappeiner, Martin Welk, Rainer Schubert arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-01-05 Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training    Shu Zhang, Zihao Li, Hong-Yu Zhou, Jiechao Ma, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  CNN  PDF
• 2022-01-04 Learning Control Policies for Fall prevention and safety in bipedal locomotion    Visak Kumar arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Knowledge  Medical  PDF
• 2022-01-04 Self-supervised Learning from 100 Million Medical Images    Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R.S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Detection  Medical  PDF
• 2022-01-04 Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images    Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang, Dong Yang, Holger Roth, Daguang Xu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Semantic_Segmentation  3D  Pose  Attention  Medical  CNN  Prediction  PDF
• 2022-01-04 Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity    Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou, Rui Zhou, Xin Guo arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-01-04 ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions    Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI  Face  Quantitative  Deep_Learning  Medical  Prediction  PDF
• 2022-01-03 D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation    Yixuan Wu, Kuanlun Liao, Jintai Chen, Danny Z. Chen, Jinhong Wang, Honghao Gao, Jian Wu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Relation  Attention  GAN  Medical  CNN  PDF
• 2022-01-02 FUSeg: The Foot Ulcer Segmentation Challenge    Chuanbo Wang, Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-12-31 on the effectiveness of generative adversarial network on anomaly detection    Laya Rafiee Sevyeri, Thomas Fevens arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Detection  GAN  Medical  Inference  PDF
• 2021-12-30 A Resolution Enhancement Plug-in for Deformable Registration of Medical Images    Kaicong Sun, Sven Simon arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Pose  Quantitative  Medical  PDF
• 2021-12-30 Knowledge Matters: Radiology Report Generation with General and Specific Knowledge    Shuxin Yang, Xian Wu, Shen Ge, Shaohua Kevin Zhou, Li Xiao arXiv_CV arXiv_CV  Image_Caption  Knowledge  Pose  Attention  Medical  Caption  PDF
• 2021-12-30 Few-shot Backdoor Defense Using Shapley Estimation    Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao arXiv_CV arXiv_CV  Recognition  Pose  Face  Action  Few-Shot  Face_Recognition  Medical  Autonomous  Inference  PDF
• 2021-12-29 Implementation of Convolutional Neural Network Architecture on 3D Multiparametric Magnetic Resonance Imaging for Prostate Cancer Diagnosis    Ping-Chang Lin, Teodora Szasz, Hakizumwami B. Runesha arXiv_CV arXiv_CV  3D  Pose  Classification  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-12-29 Towards a Shapley Value Graph Framework for Medical peer-influence    Jamie Duell, Monika Seisenberger, Gert Aarts, Shangming Zhou, Xiuyi Fan arXiv_AI arXiv_AI  Action  Medical  Prediction  PDF
• 2021-12-28 Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews    Grace E. Lee, Aixin Sun arXiv_CL arXiv_CL  Review  Pose  Medical  Matching  PDF
• 2021-12-28 SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma    Zexi Huang (1), Lihua Guo (1), Xin Yang (2), Sijuan Huang (2) ((1) School of Electronic and Information Engineering, South China University of Technology, (2) Sun Yat-sen University Cancer Center) arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-12-27 Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?    Sedigheh Eslami, Gerard de Melo, Christoph Meinel arXiv_CV arXiv_CV  Represenation_Learning  VQA  Medical  QA  PDF
• 2021-12-27 MedShift: identifying shift data for medical dataset curation    Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee arXiv_CV arXiv_CV  Unsupervised  Pose  Face  Detection  Object_Detection  Medical  PDF
• 2021-12-27 Transformer Uncertainty Estimation with Hierarchical Stochastic Attention    Jiahuan Pei, Cheng Wang, György Szarvas arXiv_AI arXiv_AI  Transformer  Text_Classification  Pose  Classification  Attention  Medical  Prediction  PDF
• 2021-12-27 Multi-Domain Balanced Sampling Improves Out-of-Generalization of Chest X-ray Pathology Prediction Models    Enoch Tetteh, Joseph Viviano, Yoshua Bengio, David Krueger, Joseph Paul Cohen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2021-12-27 Event-based clinical findings extraction from radiology reports with pre-trained language model    Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen arXiv_CL arXiv_CL  Bert  Action  Deep_Learning  Relation  Relation_Extraction  Medical  Language_Model  Prediction  PDF
• 2021-12-25 Deeper Clinical Document Understanding Using Relation Extraction    Hasham Ul Haq, Veysel Kocaman, David Talby arXiv_AI arXiv_AI  Recognition  Bert  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-12-24 A Survey on Interpretable Reinforcement Learning    Claire Glanois, Paul Weng, Matthieu Zimmer, Dong Li, Tianpei Yang, Jianye Hao, Wulong Liu arXiv_AI arXiv_AI  Reinforcement_Learning  Face  Survey  Medical  Autonomous  PDF
• 2021-12-24 Ultrasound Speckle Suppression and Denoising using MRI-derived Normalizing Flow Priors    Vincent van de Schaft, Ruud J.G. van Sloun arXiv_CV arXiv_CV  Unsupervised  Pose  Quantitative  Denoising  Medical  Inference  PDF
• 2021-12-24 Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge    Lucas Fidon, Suprosanna Shit, Ivan Ezhov, Johannes C. Paetzold, Sébastien Ourselin, Tom Vercauteren arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Medical  Inference  PDF
• 2021-12-23 Towards more patient friendly clinical notes through language models and ontologies    Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Kristian Boda, Tessa Grafen, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos Korfiatis, Nils Hammerla arXiv_CL arXiv_CL  Medical  Language_Model  PDF
• 2021-12-23 On the relationship between calibrated predictors and unbiased volume estimation    Teodora Popordanoska, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Matthew B. Blaschko arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-12-23 Decision support system for distributed manufacturing based on input-output analysis and economic complexity    Arnault Pachot (IP), Adélaïde Albouy-Kissi (IP), Benjamin Albouy-Kissi (IP), Frédéric Chausse (IP) arXiv_AI arXiv_AI  Pose  Relation  Medical  Recommendation  PDF
• 2021-12-23 Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis    Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-12-22 Maximum Entropy on Erroneous Predictions : Improving model calibration for medical image segmentation    Agostina Larrazabal, Cesar Martinez, Jose Dolz, Enzo Ferrante arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  Prediction  PDF
• 2021-12-22 Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods    Roozbeh Yousefzadeh arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-12-22 Bottom-up approaches for multi-person pose estimation and it's applications: A brief review    Milan Kresović, Thong Duy Nguyen arXiv_AI arXiv_AI  Surveillance  Optimization  Pose_Estimation  Review  Pose  Quantitative  Detection  Medical  PDF
• 2021-12-22 Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays    Ricardo Bigolin Lanfredi, Ambuj Arora, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen arXiv_CV arXiv_CV  Tracking  Salient  Attention  Medical  PDF
• 2021-12-22 Fusion of medical imaging and electronic health records with attention and multi-head machanisms    Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao arXiv_CV arXiv_CV  Pose  Action  Attention  Medical  PDF
• 2021-12-22 Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment    Weihang Dai, Xiaomeng Li, Wan Hang Keith Chiu, Michael D. Kuo, Kwang-Ting Cheng arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Action  Relation  Medical  Prediction  PDF
• 2021-12-21 Teacher-Student Architecture for Mixed Supervised Lung Tumor Segmentation    Vemund Fredriksen, Svein Ole M. Svele, André Pedersen, Thomas Langø, Gabriel Kiss, Frank Lindseth arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-12-21 Toward Explainable AI for Regression Models    Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Gregoire Montavon arXiv_AI arXiv_AI  Review  Classification  Attention  Medical  PDF
• 2021-12-21 Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization    Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2021-12-21 Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation    Tariq M. Khan, Syed S. Naqvi, Erik Meijering arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-12-21 INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis    Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath arXiv_CV arXiv_CV  Review  Relation  Medical  PDF
• 2021-12-20 Black-Box Testing of Deep Neural Networks through Test Case Diversity    Zohreh Aghababaeyan, Manel Abdellatif, Lionel Briand, Ramesh S, Mojtaba Bagherzadeh arXiv_AI arXiv_AI  Pose  Detection  Medical  Autonomous  PDF
• 2021-12-20 Learning Semi-Structured Representations of Radiology Reports    Tamara Katic, Martin Pavlovski, Danijela Sekulic, Slobodan Vucetic arXiv_CL arXiv_CL  Pose  Quantitative  Medical  Matching  PDF
• 2021-12-20 HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet    Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vish Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  3D  Optimization  Deep_Learning  GAN  Medical  PDF
• 2021-12-20 HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images    Meirui Jiang, Zirui Wang, Qi Dou arXiv_AI arXiv_AI  Segmentation  Optimization  Pose  Classification  Medical  Image_Classification  PDF
• 2021-12-20 Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis    Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Quantitative  Medical  PDF
• 2021-12-19 GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor    Jean-Baptiste Carluer, Laurent Chauvin, Jie Luo, William M. Wells III, Ines Machado, Rola Harmouche, Matthew Toews arXiv_CV arXiv_CV  3D  Optimization  Pose  Detection  Medical  Matching  PDF
• 2021-12-19 A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph    Yang Tai arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-12-19 QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation -- Analysis of Ranking Metrics and Benchmarking Results    Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat AK, Sarahi Rosas-González, Illyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, et al. (42 additional authors not shown) arXiv_CV arXiv_CV  Segmentation  Review  Deep_Learning  Medical  Prediction  PDF
• 2021-12-19 Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution    Qiuhao Lu, Thien Huu Nguyen, Dejing Dou arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Medical  CNN  Prediction  PDF
• 2021-12-18 Cross-Domain Federated Learning in Medical Imaging    Vishwa S Parekh, Shuhao Lai, Vladimir Braverman, Jeff Leal, Steven Rowe, Jay J Pillai, Michael A Jacobs arXiv_AI arXiv_AI  Segmentation  Deep_Learning  Detection  Object_Detection  GAN  Medical  PDF
• 2021-12-18 Word Graph Guided Summarization for Radiology Findings    Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang arXiv_CL arXiv_CL  Salient  Pose  Relation  Summarization  Medical  PDF
• 2021-12-17 Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation    Krishna Chaitanya, Ertunc Erdil, Neerav Karani, Ender Konukoglu arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Global explainability in aligned image modalities    Justin Engelmann, Amos Storkey, Miguel O. Bernabeu arXiv_AI arXiv_AI  Restoration  Knowledge  Pose  Quantitative  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?    Milda Pocevičiūtė, Gabriel Eilertsen, Sofia Jarkman, Claes Lundström arXiv_AI arXiv_AI  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Disentangled representations: towards interpretation of sex determination from hip bone    Kaifeng Zou, Sylvain Faisan, Fabrice Heitz, Marie Epain, Pierre Croisille, Laurent Fanton, Sébastien Valette arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Classification  Medical  PDF
• 2021-12-17 Unified 2D and 3D Pre-training for Medical Image classification and Segmentation    Yutong Xie, Jianpeng Zhang, Yong Xia, Qi Wu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2021-12-17 Neural Architectures for Biological Inter-Sentence Relation Extraction    Enrique Noriega-Atala, Peter M. Lovett, Clayton T. Morrison, Mihai Surdeanu arXiv_AI arXiv_AI  Pose  Action  Classification  Relation  Relation_Extraction  Medical  PDF
• 2021-12-16 A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory    Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé arXiv_CV arXiv_CV  Sparse  Pose  Action  Denoising  Medical  PDF
• 2021-12-16 A Deep-Learning Framework for Improving COVID-19 CT Image Quality and Diagnostic Accuracy    Garvit Goel, Jingyuan Qi, Wu-chun Feng, Guohua Cao arXiv_CV arXiv_CV  Enhancement  Image_Enhancement  Classification  Medical  PDF
• 2021-12-16 Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation    Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Deep_Learning  GAN  Medical  PDF
• 2021-12-16 Forensic Analysis of Synthetically Generated Scientific Images    Sara Mandelli, Davide Cozzolino, Joao P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp arXiv_AI arXiv_AI  Classification  Detection  Object_Detection  Medical  PDF
• 2021-12-16 ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network    Raunak Dey, Wenbo Sun, Haibo Xu, Yi Hong arXiv_AI arXiv_AI  Segmentation  Unsupervised  Knowledge  Adversarial  Detection  Attention  Medical  PDF
• 2021-12-15 CPPE-5: Medical Personal Protective Equipment Dataset    Rishit Dagli, Ali Mustufa Shaikh arXiv_AI arXiv_AI  Face  Medical  PDF
• 2021-12-15 Prescriptive Machine Learning for Automated Decision Making: Challenges and Opportunities    Eyke Hüllermeier arXiv_AI arXiv_AI  Pose  Action  Medical  Prediction  PDF
• 2021-12-15 RA V-Net: Deep learning network for automated liver segmentation    Zhiqi Lee, Sumin Qi, Chongchong Fan, Ziwei Xie arXiv_CV arXiv_CV  Segmentation  RNN  Pose  Action  Deep_Learning  Detection  Attention  Medical  PDF
• 2021-12-15 TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials    Christopher Yacoumatos, Stefano Bragaglia, Anshul Kanakia, Nils Svangård, Jonathan Mangion, Claire Donoghue, Jim Weatherall, Faisal M. Khan, Khader Shameer arXiv_AI arXiv_AI  Optimization  Medical  Prediction  PDF
• 2021-12-15 Knowledge-Rich Self-Supervised Entity Linking    Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Self-Supervised  Ontology  Contrastive_Learning  Face  Classification  Few-Shot  Medical  Inference  PDF
• 2021-12-15 Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing    Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Transfer_Learning  Bert  Medical  Language_Model  PDF
• 2021-12-15 Image Segmentation with Homotopy Warping    Xiaoling Hu, Chao Chen arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-12-14 Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications    Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stephane Tremblay, Alexander Wong arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2021-12-14 Rushing and Strolling among Answer Sets -- Navigation Made Easy    Johannes K. Fichte, Sarah Alice Gaggl, Dominik Rusovac arXiv_AI arXiv_AI  Pose  Face  Medical  PDF
• 2021-12-14 Improving COVID-19 CXR Detection with Synthetic Data Augmentation    Daniel Schaudt, Christopher Kloth, Christian Spaete, Andreas Hinteregger, Meinrad Beer, Reinhold von Schwerin arXiv_CV arXiv_CV  Sparse  Review  Adversarial  Deep_Learning  Detection  Medical  PDF
• 2021-12-14 Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration    Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  3D  Pose  Action  Deep_Learning  GAN  Medical  PDF
• 2021-12-14 Levels of Autonomous Radiology    Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat arXiv_CV arXiv_CV  Pose  Classification  Medical  Autonomous  PDF
• 2021-12-14 Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice    Kranthi Kumar Lella, Alphonse Pja arXiv_SD arXiv_SD  Speech  Classification  Attention  Medical  CNN  PDF
• 2021-12-14 A real-time spatiotemporal AI model analyzes skill in open surgical videos    Emmett D. Goodman, Krishna K. Patel, Yilun Zhang, William Locke, Chris J. Kennedy, Rohan Mehrotra, Stephen Ren, Melody Guan, Maren Downing, Hao Wei Chen, Jevin Z. Clark, Gabriel A. Brat, Serena Yeung arXiv_AI arXiv_AI  Medical  PDF
• 2021-12-13 Explanation Container in Case-Based Biomedical Question-Answering    Prateek Goel, Adam J. Johs, Manil Shrestha, Rosina O. Weber arXiv_AI arXiv_AI  Knowledge  Face  Medical  Autonomous  PDF
• 2021-12-13 Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels    Sungmin Hong, Anna K. Bonkhoff, Andrew Hoopes, Martin Bretzner, Markus D. Schirmer, Anne-Katrin Giese, Adrian V. Dalca, Polina Golland, Natalia S. Rost arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-12-13 Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs    Stephen Bonner, Ufuk Kirik, Ola Engkvist, Jian Tang, Ian P Barrett arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Relation  Medical  Inference  Prediction  PDF
• 2021-12-13 Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI    Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Deep_Learning  Medical  PDF
• 2021-12-12 Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation    Alper Emin Cetinkaya, Dr. Murat Akin, Prof. Dr. Seref Sagiroglu arXiv_AI arXiv_AI  Pose  Detection  GAN  Medical  PDF
• 2021-12-12 Magnifying Networks for Images with Billions of Pixels    Neofytos Dimitriou, Ognjen Arandjelovic arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-12-11 Building a Decision Support System for Automated Mobile Asthma Monitoring in Remote Areas    Chinazunwa Uwaoma, Gunjan Mansingh arXiv_AI arXiv_AI  Pose  Emotion  Detection  Medical  Activity  PDF
• 2021-12-11 An Empirical Study on Relation Extraction in the Biomedical Domain    Yongkang Li arXiv_CL arXiv_CL  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-12-09 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer    Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-12-09 3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis    Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Point_Cloud  3D  Knowledge  Pose  Action  Classification  Detection  Attention  Medical  PDF
• 2021-12-09 DiffuseMorph: Unsupervised Deformable Image Registration Along Continuous Trajectory Using Diffusion Models    Boah Kim, Inhwa Han, Jong Chul Ye arXiv_CV arXiv_CV  Unsupervised  3D  Optimization  Face  Medical  PDF
• 2021-12-08 Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography    Yuli Wu, Peter Walter, Dorit Merhof arXiv_CV arXiv_CV  Pose  Classification  Medical  PDF
• 2021-12-08 Dynamic multi feature-class Gaussian process models    Jean-Rassaire Fouefack, Bhushan Borotikar, Marcel Lüthi, Tania S. Douglas, Valérie Burdin, Tinashe E.M. Mutsvangwa arXiv_CV arXiv_CV  Pose  Medical  Prediction  PDF
• 2021-12-08 Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning    Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian Dalca, Mattias P. Heinrich arXiv_CV arXiv_CV  3D  Deep_Learning  Medical  PDF
• 2021-12-07 A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing    Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar arXiv_AI arXiv_AI  Recognition  Review  Attention  Summarization  Medical  PDF
• 2021-12-07 Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views    Mahdi Arab Loodaricheh, Nader Karimi, Shadrokh Samavi arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  GAN  Medical  Prediction  PDF
• 2021-12-07 BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-12-07 Which images to label for few-shot medical landmark detection?    Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2021-12-06 Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? -- A Case Study using Dual Energy CT Data    Andreas Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani arXiv_CV arXiv_CV  Medical  PDF
• 2021-12-06 Quality control for more reliable integration of deep learning-based image segmentation into medical workflows    Elena Williams, Sebastian Niehaus, Janis Reinelt, Alberto Merola, Paul Glad Mihai, Ingo Roeder, Nico Scherf, Maria del C. Valdés Hernández arXiv_AI arXiv_AI  Segmentation  Recognition  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-12-06 Diffusion Models for Implicit Image Segmentation Ensembles    Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Medical  PDF
• 2021-12-06 Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning    Sankaran Iyer, Alan Blair, Laughlin Dawes, Daniel Moses, Christopher White, Arcot Sowmya arXiv_CV arXiv_CV  Semi_Supervised  Reinforcement_Learning  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-12-06 Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021    Hanna Siebert, Lasse Hansen, Mattias P. Heinrich arXiv_CV arXiv_CV  Segmentation  3D  Medical  PDF
• 2021-12-06 Joint Learning of Localized Representations from Medical Images and Reports    Philip Müller (1), Georgios Kaissis (1 and 2), Congyu Zou (1), Daniel Rückert (1 and 2) ((1) Technical University of Munich, (2) Imperial College London) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2021-12-05 BERTMap: A BERT-based Ontology Alignment System    Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks arXiv_AI arXiv_AI  Embedding  Unsupervised  Bert  Knowledge  Pose  Ontology  Medical  Matching  PDF
• 2021-12-05 Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation    Yichi Zhang, Qingcheng Liao, Rushi Jiao, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  Prediction  PDF
• 2021-12-05 Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation    Hitendra Singh Bhadouria, Krishan Kumar, Aman Swaraj, Karan Verma, Arshpreet Kaur, Shasvat Sharma, Ghanshyam Singh, Ashok Kumar, Leandro Melo de Sales arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2021-12-04 Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint    Xinke Ma, Yibo Yang, Yong Xia, Dacheng Tao arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-12-03 Interpretable Explanations of Black Boxes by Meaningful Perturbation    Ruth Fong, Andrea Vedaldi arXiv_AI arXiv_AI  Salient  Pose  Medical  Autonomous  Prediction  PDF
• 2021-12-03 Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents    Vithya Yogarajan, Bernhard Pfahringer, Tony Smith, Jacob Montiel arXiv_AI arXiv_AI  Transformer  Knowledge  Classification  Relation  Medical  Language_Model  Prediction  PDF
• 2021-12-03 Efficient Continuous Manifold Learning for Time Series Modeling    Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk arXiv_CV arXiv_CV  Recognition  Optimization  Pose  Action_Recognition  Action  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-12-02 Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging    Yukai Zou, Ikbeom Jang arXiv_AI arXiv_AI  Reconstruction  Pose  Medical  PDF
• 2021-12-02 FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis    Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Detection  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-12-02 Bio-inspired Polarization Event Camera    Germain Haessig, Damien Joubert, Justin Haque, Yingkai Chen, Moritz Milde, Tobi Delbruck, Viktor Gruev arXiv_CV arXiv_CV  GAN  Medical  PDF
• 2021-12-02 Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data    Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Attention  Medical  PDF
• 2021-12-01 MOMO -- Deep Learning-driven classification of external DICOM studies for PACS archivation    Frederic Jonske, Maximilian Dederichs, Moon-Sung Kim, Jan Egger, Lale Umutlu, Michael Forsting, Felix Nensa, Jens Kleesiek arXiv_AI arXiv_AI  Classification  Deep_Learning  GAN  Medical  Matching  PDF
• 2021-12-01 Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation    Constantin Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Medical  Prediction  PDF
• 2021-12-01 Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification    Hongyi Yuan, Sheng Yu arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Pose  Action  Classification  Medical  PDF
• 2021-12-01 Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism    Minghan Fu, Yanhua Duan, Zhaoping Cheng, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu arXiv_CV arXiv_CV  Enhancement  Regularization  Knowledge  Pose  Contrastive_Learning  Denoising  Attention  Medical  PDF
• 2021-11-30 TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information    Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Yu Xiang, Rishabh Iyer arXiv_CV arXiv_CV  Pose  Detection  Object_Detection  Medical  Autonomous  PDF
• 2021-11-30 Automatic Extraction of Medication Names in Tweets as Named Entity Recognition    Carol Anderson, Bo Liu, Anas Abidin, Hoo-Chang Shin, Virginia Adams arXiv_CL arXiv_CL  Recognition  OCR  Bert  Action  Classification  Medical  Language_Model  Prediction  PDF
• 2021-11-30 What Do You See in this Patient? Behavioral Testing of Clinical NLP Models    Betty van Aken, Sebastian Herrmann, Alexander Löser arXiv_CL arXiv_CL  Medical  PDF
• 2021-11-30 Regularized directional representations for medical image registration    Vincent Jaouen, Pierre-Henri Conze, Guillaume Dardenne, Julien Bert, Dimitris Visvikis arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-11-30 ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System    Shervin Dehghani, Michael Sommersperger, Junjie Yang, Benjamin Busam, Kai Huang, Peter Gehlbach, Iulian Iordachita, Nassir Navab, M. Ali Nasseri arXiv_CV arXiv_CV  Pose  Medical  Autonomous  PDF
• 2021-11-30 Contrastive Learning for Local and Global Learning MRI Reconstruction    Qiaosi Yi, Jinhao Liu, Le Hu, Faming Fang, Guixu Zhang arXiv_CV arXiv_CV  Transformer  Reconstruction  Pose  Contrastive_Learning  Deep_Learning  Attention  Medical  PDF
• 2021-11-30 In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains    Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-11-30 Automatic tracing of mandibular canal pathways using deep learning    Mrinal Kanti Dhar, Zeyun Yu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-11-30 X-ray Dissectography Enables Stereotography to Improve Diagnostic Performance    Chuang Niu, Ge Wang arXiv_AI arXiv_AI  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-11-29 Automated Drug-Related Information Extraction from French Clinical Documents: ReLyfe Approach    Azzam Alwan, Maayane Attias, Larry Rubin, Adnan El Bakri arXiv_AI arXiv_AI  Knowledge  Pose  Action  Deep_Learning  GAN  Medical  PDF
• 2021-11-29 Localized Perturbations For Weakly-Supervised Segmentation of Glioma Brain Tumours    Sajith Rajapaksa, Farzad Khalvati arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Medical  CNN  PDF
• 2021-11-29 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis    Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Self-Supervised  Pose  GAN  Medical  PDF
• 2021-11-29 Deep Decomposition for Stochastic Normal-Abnormal Transport    Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Medical  Optical_Flow  PDF
• 2021-11-29 Weakly-supervised Generative Adversarial Networks for medical image classification    Jiawei Mao, Xuesong Yin, Yuanqi Chang, Qi Huang, Daoqiang Zhang, Jieyue Yu, Yigang Wang arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Classification  Attention  GAN  Medical  Image_Classification  PDF
• 2021-11-29 MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack    Mengting Xu, Tao Zhang, Daoqiang Zhang arXiv_CV arXiv_CV  Adversarial  Pose  Medical  Inference  PDF
• 2021-11-29 Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion    Spencer A. Thomas arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  Medical  PDF
• 2021-11-29 Data Augmentation For Medical MR Image Using Generative Adversarial Networks    Panjian Huang, Xu Liu, Yongzhen Huang arXiv_CV arXiv_CV  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-11-28 A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results    Xinxin Yan, Ndapa Nakashole arXiv_CL arXiv_CL  Action  Medical  PDF
• 2021-11-26 Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements    Franz Thaler, Christian Payer, Horst Bischof, Darko Stern arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  GAN  Medical  Inference  Prediction  PDF
• 2021-11-26 ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics    Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Relation  Medical  PDF
• 2021-11-26 Modeling Human Preference and Stochastic Error for Medical Image Segmentation with Multiple Annotators    Liao Zehui, Hu Shishuai, Xie Yutong, Xia Yong arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2021-11-26 A Volumetric Transformer for Accurate 3D Tumor Segmentation    Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary Egan, Mehrtash Harandi arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  Medical  PDF
• 2021-11-26 Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Fusion Encoder: Application to Liver Tumor and Vessel 3D reconstruction    Xiangyu Meng, Xudong Zhang, Gan Wang, Ying Zhang, Xin Shi, Huanhuan Dai, Zixuan Wang, Xun Wang arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Recognition  3D  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-11-26 Medial Spectral Coordinates for 3D Shape Analysis    Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi arXiv_AI arXiv_AI  Segmentation  Point_Cloud  3D  Pose  Face  Classification  Medical  Autonomous  PDF
• 2021-11-25 Look at here : Utilizing supervision to attend subtle key regions    Changhwan Lee, Yeesuk Kim, Bong Gun Lee, Doosup Kim, Jongseong Jang arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2021-11-25 FedDropoutAvg: Generalizable federated learning for histopathology image classification    Gozde N. Gunesli, Mohsin Bilal, Shan E Ahmed Raza, Nasir M. Rajpoot arXiv_AI arXiv_AI  Enhancement  Knowledge  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-11-25 Monitoring Hybrid Process Specifications with Conflict Management: The Automata-theoretic Approach    Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin arXiv_AI arXiv_AI  Pose  Action  Medical  PDF
• 2021-11-25 Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics    Matthias Perkonigg, Johannes Hofmanninger, Christian Herold, Helmut Prosch, Georg Langs arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-11-25 ACPL: Anti-curriculum Pseudo-labelling forSemi-supervised Medical Image Classification    Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-11-25 Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements    Dongdong Chen, Julián Tachella, Mike E. Davies arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Pose  Medical  PDF
• 2021-11-24 A Method for Evaluating the Capacity of Generative Adversarial Networks to Reproduce High-order Spatial Context    Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks arXiv_CV arXiv_CV  Adversarial  GAN  Medical  PDF
• 2021-11-24 Causality-inspired Single-source Domain Generalization for Medical Image Segmentation    Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-11-24 Selection of pseudo-annotated data for adverse drug reaction classification across drug groups    Ilseyar Alimova, Elena Tutubalina arXiv_CL arXiv_CL  Text_Classification  Action  Classification  Detection  Attention  Medical  PDF
• 2021-11-24 Few-shot Named Entity Recognition with Cloze Questions    Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì arXiv_AI arXiv_AI  Recognition  Knowledge  Pose  Few-Shot  Medical  Language_Model  PDF
• 2021-11-24 Explainable multiple abnormality classification of chest CT volumes with AxialNet and HiResCAM    Rachel Lea Draelos, Lawrence Carin arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Attention  GAN  Medical  CNN  Prediction  PDF
• 2021-11-23 MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network    Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Theophraste Henry, Marvin Lerousseau, Amaury Leroy, Nikos Paragios, Eric Deutsch arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2021-11-23 Unsupervised cross domain learning with applications to 7 layer segmentation of OCTs    Yue Wu, Abraham Olvera Barrios, Ryan Yanagihara, Irene Leung, Marian Blazes, Adnan Tufail, Aaron Lee arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Deep_Learning  Medical  PDF
• 2021-11-23 RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR    Yuyin Zhou, Shih-Cheng Huang, Jason Alan Fries, Alaa Youssef, Timothy J. Amrhein, Marcello Chang, Imon Banerjee, Daniel Rubin, Lei Xing, Nigam Shah, Matthew P. Lungren arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-11-23 Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation    Xu Zheng, Chong Fu, Haoyu Xie, Jialei Chen, Xingwei Wang, Chiu-Wing Sham arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Knowledge  Pose  Quantitative  Medical  Prediction  PDF
• 2021-11-22 REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection    Yifan Zhang, Haoyu Dong, Nicolas Konz, Hanxue Gu, Maciej A. Mazurowski arXiv_CV arXiv_CV  Transformer  Reconstruction  Quantitative  Detection  Object_Detection  Attention  Medical  CNN  PDF
• 2021-11-22 Prediction Model for Mortality Analysis of Pregnant Women Affected With COVID-19    Quazi Adibur Rahman Adib, Sidratul Tanzila Tasmi, Md. Shahriar Islam Bhuiyan, Md. Mohsin Sarker Raihan, Abdullah Bin Shams arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2021-11-22 Longitudinal Speech Biomarkers for Automated Alzheimer's Detection    Jordi Laguarta Soler, Brian Subirana arXiv_SD arXiv_SD  Salient  Speech  Detection  Medical  PDF
• 2021-11-22 Distinguishing Engagement Facets: An Essential Component for AI-based Healthcare    Hanan Salam arXiv_AI arXiv_AI  Pose  Emotion  Face  Action  Classification  Deep_Learning  Relation  Attention  Medical  Activity  PDF
• 2021-11-22 Explainable Deep Image Classifiers for Skin Lesion Diagnosis    Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti arXiv_AI arXiv_AI  Survey  Classification  Deep_Learning  Medical  PDF
• 2021-11-22 Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation    Huimin Wu, Xiaomeng Li, Kwang-Ting Cheng arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Medical  PDF
• 2021-11-22 Medical Aegis: Robust adversarial protectors for medical images    Qingsong Yao, Zecheng He, S. Kevin Zhou arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Classification  Medical  Inference  Prediction  PDF
• 2021-11-21 One-shot Weakly-Supervised Segmentation in Medical Images    Wenhui Lei, Qi Su, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Pose  Denoising  Medical  PDF
• 2021-11-21 Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models    Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Face  Deep_Learning  Face_Recognition  Medical  PDF
• 2021-11-21 Deep Probability Estimation    Sheng Liu, Aakash Kaku, Weicheng Zhu, Matan Leibovich, Sreyas Mohan, Boyang Yu, Laure Zanna, Narges Razavian, Carlos Fernandez-Granda arXiv_AI arXiv_AI  Pose  Classification  Medical  Autonomous  PDF
• 2021-11-20 A Review on The Division of Magnetic Resonant Prostate Images with Deep Learning    Elcin Huseyn, Emin Mammadov, Mohammad Hoseini arXiv_CV arXiv_CV  Review  Deep_Learning  Medical  PDF
• 2021-11-20 Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs    Gavin Edwards, Sebastian Nilsson, Benedek Rozemberczki, Eliseo Papa arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Knowledge_Graph  Medical  Recommendation  PDF
• 2021-11-20 Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification    Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-11-20 PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation    Abhishek Srivastava, Sukalpa Chanda, Debesh Jha, Michael A. Riegler, Pål Halvorsen, Dag Johansen, Umapada Pal arXiv_CV arXiv_CV  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2021-11-20 Constrained Deep One-Class Feature Learning For Classifying Imbalanced Medical Images    Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Shandong Wu arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-11-20 Exploring Language Patterns in a Medical Licensure Exam Item Bank    Swati Padhee, Kimberly Swygert, Ian Micir arXiv_AI arXiv_AI  Knowledge  Review  Pose  Medical  Prediction  PDF
• 2021-11-19 TransMorph: Transformer for unsupervised medical image registration    Junyu Chen, Yong Du, Yufan He, William P. Segars, Ye Li, Eirc C. Frey arXiv_AI arXiv_AI  Transformer  Unsupervised  Pose  Quantitative  Relation  Attention  Medical  CNN  PDF
• 2021-11-19 Panoptic Segmentation: A Review    Omar Elharrouss, Somaya Al-Maadeed, Nandhini Subramanian, Najmath Ottakath, Noor Almaadeed, Yassine Himeur arXiv_CV arXiv_CV  Surveillance  Segmentation  Knowledge  Review  Face  Medical  Autonomous  PDF
• 2021-11-19 Medical Visual Question Answering: A Survey    Zhihong Lin, Donghao Zhang, Qingyi Tac, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, Zongyuan Ge arXiv_AI arXiv_AI  Review  Survey  VQA  Medical  QA  PDF
• 2021-11-18 Edge-preserving Domain Adaptation for semantic segmentation of Medical Images    Thong Vo, Naimul Khan arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  GAN  Medical  PDF
• 2021-11-18 Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance    João Pereira, Erik S.G. Stroes, Aeilko H. Zwinderman, Evgeni Levin arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2021-11-18 Neural Network Kalman filtering for 3D object tracking from linear array ultrasound data    Arttu Arjas, Erwin J. Alles, Efthymios Maneas, Simon Arridge, Adrien Desjardins, Mikko J. Sillanpää, Andreas Hauptmann arXiv_CV arXiv_CV  Tracking  3D  Object_Tracking  Pose  Medical  PDF
• 2021-11-18 The Prominence of Artificial Intelligence in COVID-19    MD Abdullah Al Nasim, Aditi Dhali, Faria Afrin, Noshin Tasnim Zaman, Nazmul Karim arXiv_AI arXiv_AI  Knowledge  Pose  Face  Survey  Deep_Learning  Medical  PDF
• 2021-11-18 Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence    Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia arXiv_AI arXiv_AI  Medical  PDF
• 2021-11-18 RoBERTuito: a pre-trained language model for social media text in Spanish    Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany, Franco Luque arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Face  Medical  Language_Model  PDF
• 2021-11-17 MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System    Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI  Knowledge  Deep_Learning  Medical  PDF
• 2021-11-17 Temporally Consistent Online Depth Estimation in Dynamic Scenes    Zhaoshuo Li, Wei Ye, Dilin Wang, Francis X. Creighton, Russell H. Taylor, Ganesh Venkatesh, Mathias Unberath arXiv_CV arXiv_CV  Zero-Shot  Pose  Quantitative  Attention  Medical  Prediction  PDF
• 2021-11-17 Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution    Xi Cheng, Jun Li, Qiang Dai, Zhenyong Fu, Jian Yang arXiv_CV arXiv_CV  Super_Resolution  Pose  Action  Deep_Learning  Denoising  Attention  Medical  PDF
• 2021-11-17 A Graph-based Imputation Method for Sparse Medical Records    Ramon Vinas, Xu Zheng, Jer Hayes arXiv_AI arXiv_AI  Sparse  Pose  Medical  PDF
• 2021-11-17 Long-Tailed Multi-Label Retinal Diseases Recognition Using Hierarchical Information and Hybrid Knowledge Distillation    Lie Ju, Xin Wang, Zhen Yu, Lin Wang, Xin Zhao, Zongyuan Ge arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-11-16 Computer Vision for Supporting Image Search    Alan F. Smeaton arXiv_CV arXiv_CV  Medical  Autonomous  PDF
• 2021-11-16 Diversified Multi-prototype Representation for Semi-supervised Segmentation    Jizong Peng, Christian Desrosiers, Marco Pedersoli arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Relation  Medical  Prediction  PDF
• 2021-11-16 Automatic Semantic Segmentation of the Lumbar Spine. Clinical Applicability in a Multi-parametric and Multi-centre MRI study    Jhon Jairo Saenz-Gamboa (1), Julio Domenech (2), Antonio Alonso-Manjarrez (3), Jon A. Gómez (4), Maria de la Iglesia-Vayá (1 and 5) ((1) FISABIO-CIPF Joint Research Unit in Biomedical Imaging - València Spain, (2) Orthopedic Surgery Department Hospital Arnau de Vilanova - València Spain, (3) Radiology Department Hospital Arnau de Vilanova - València Spain, (4) Pattern Recognition and Human Language Technology research center - Universitat Politècnica de València, (5) Regional ministry of Universal Health and Public Health in Valencia) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Attention  Medical  CNN  PDF
• 2021-11-16 NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21    Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev arXiv_CL arXiv_CL  Transformer  Knowledge  Medical  Language_Model  PDF
• 2021-11-16 Two-step adversarial debiasing with partial learning -- medical image case-studies    Ramon Correa, Jiwoong Jason Jeong, Bhavik Patel, Hari Trivedi, Judy W. Gichoya, Imon Banerjee arXiv_CV arXiv_CV  Adversarial  Classification  Medical  Image_Classification  PDF
• 2021-11-16 Improving the robustness and accuracy of biomedical language models through adversarial training    Milad Moradi, Matthias Samwald arXiv_CL arXiv_CL  Transformer  Bert  Adversarial  Medical  Language_Model  PDF
• 2021-11-16 Literature-Augmented Clinical Outcome Prediction    Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope arXiv_CL arXiv_CL  Pose  Medical  Prediction  PDF
• 2021-11-16 Towards Integrative Multi-Modal Personal Health Navigation Systems: Framework and Application    Nitish Nag, Hyungik Oh, Mengfan Tang, Mingshu Shi, Ramesh Jain arXiv_AI arXiv_AI  Knowledge  Pose  Medical  PDF
• 2021-11-15 Assessing gender bias in medical and scientific masked language models with StereoSet    Robert Robinson arXiv_CL arXiv_CL  Bert  Pose  Medical  Language_Model  PDF
• 2021-11-15 Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration    Wenhao Li, Qisen Xu, Chuyun Shen, Bin Hu, Fengping Zhu, Yuxin Li, Bo Jin, Xiangfeng Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Reinforcement_Learning  Pose  Action  Medical  PDF
• 2021-11-15 Adding more data does not always help: A study in medical conversation summarization with PEGASUS    Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan arXiv_AI arXiv_AI  Transfer_Learning  Action  Classification  Summarization  Medical  PDF
• 2021-11-15 Solving Inverse Problems in Medical Imaging with Score-Based Generative Models    Yang Song, Liyue Shen, Lei Xing, Stefano Ermon arXiv_CV arXiv_CV  Unsupervised  Pose  Medical  PDF
• 2021-11-15 T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging    Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-11-15 Automatic Analysis of Linguistic Features in Journal Articles of Different Academic Impacts with Feature Engineering Techniques    Siyu Lei, Ruiying Yang, Chu-Ren Huang arXiv_CL arXiv_CL  Emotion  Classification  Relation  Attention  Medical  Prediction  PDF
• 2021-11-15 Measuring Outcomes in Healthcare Economics using Artificial Intelligence: with Application to Resource Management    Chih-Hao Huang, Feras A. Batarseh, Adel Boueiz, Ajay Kulkarni, Po-Hsuan Su, Jahan Aman arXiv_AI arXiv_AI  Reinforcement_Learning  GAN  Medical  PDF
• 2021-11-14 Interpretable ECG classification via a query-based latent space traversal    Melle B. Vessies, Sharvaree P. Vadgama, Rutger R. van de Leur, Pieter A. Doevendans, Rutger J. Hassink, Erik Bekkers, René van Es arXiv_AI arXiv_AI  Salient  Pose  Classification  Medical  Activity  PDF
• 2021-11-14 Fracture Detection in Wrist X-ray Images Using Deep Learning-Based Object Detection Models    Fırat Hardalaç, Fatih Uysal, Ozan Peker, Murat Çiçeklidağ, Tolga Tolunay, Nil Tokgöz, Uğurhan Kutbay, Boran Demirciler, Fatih Mert arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-11-14 Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture    Seongsu Bae, Daeyoung Kim, Jiho Kim, Edward Choi arXiv_AI arXiv_AI  Pose  Medical  QA  PDF
• 2021-11-13 GraphPrompt: Biomedical Entity Normalization Using Graph-based Prompt Templates    Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Manoj Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang arXiv_AI arXiv_AI  Zero-Shot  Pose  Few-Shot  Medical  PDF
• 2021-11-13 Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor    Riddhish Bhalodia, Shireen Elhabian, Ladislav Kavan, Ross Whitaker arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Optimization  Regularization  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-11-12 Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding    Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Deep_Learning  Medical  PDF
• 2021-11-12 Explaining medical AI performance disparities across sites with confounder Shapley value analysis    Eric Wu, Kevin Wu, James Zou arXiv_AI arXiv_AI  Deep_Learning  Medical  PDF
• 2021-11-12 Monte Carlo dropout increases model repeatability    Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV  Classification  Attention  Medical  Prediction  PDF
• 2021-11-11 Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking    Denis Jered McInerney, Luyang Kong, Kristjan Arumae, Byron Wallace, Parminder Bhatia arXiv_CL arXiv_CL  Transformer  Bert  Pose  Medical  CNN  PDF
• 2021-11-10 A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis    Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith Cheng, Xiaolei Huang arXiv_CV arXiv_CV  Recognition  Adversarial  Pose  Contrastive_Learning  Quantitative  Attention  GAN  Medical  PDF
• 2021-11-10 Trustworthy Medical Segmentation with Uncertainty Estimation    Giuseppina Carannante, Dimah Dera, Nidhal C.Bouaynaya, Rasool Ghulam, Hassan M. Fathallah-Shaykh arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-11-10 Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI using Noisy Student-based Training    Engin Dikici, Xuan V. Nguyen, Matthew Bigelow, John. L. Ryu, Luciano M. Prevedello arXiv_CV arXiv_CV  Segmentation  3D  Detection  Medical  CNN  PDF
• 2021-11-10 Recent Advances in Automated Question Answering In Biomedical Domain    Krishanu Das Baksi arXiv_AI arXiv_AI  Knowledge  Pose  Medical  QA  PDF
• 2021-11-10 Machine Learning Models Disclosure from Trusted Research Environments , Challenges and Opportunities    Esma Mansouri-Benssassi (1), Simon Rogers (2), Jim Smith (3), Felix Ritchie (3), Emily Jefferson (1) (1) University of Dundee (2) NHS National Services Scotland (3) University of the West of England arXiv_AI arXiv_AI  Medical  PDF
• 2021-11-10 A Structure Feature Algorithm for Multi-modal Forearm Registration    Jiaxin Li, Yan Ding, Weizhong Zhang, Yifan Zhao, Lingxi Guo, Zhe Yang arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-11-09 Learning Ultrasound Scanning Skills from Human Demonstrations    Xutian Deng, Ziwei Lei, Yi Wang, Miao Li arXiv_AI arXiv_AI  Pose  Action  Medical  PDF
• 2021-11-09 PIMIP: An Open Source Platform for Pathology Information Management and Integration    Jialun Wu, Anyu Mao, Xinrui Bao, Haichuan Zhang, Zeyu Gao, Chunbao Wang, Tieliang Gong, Chen Li arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-11-09 Classifying Human Activities with Inertial Sensors: A Machine Learning Approach    Hamza Ali Imran, Saad Wazir, Usman Iftikhar, Usama Latif arXiv_AI arXiv_AI  Surveillance  Recognition  Face  Deep_Learning  Medical  Activity  PDF
• 2021-11-09 Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion    Juan Carlos Angeles-Ceron, Gilberto Ochoa-Ruiz, Leonardo Chang, Sharib Ali arXiv_CV arXiv_CV  Segmentation  Tracking  Knowledge  Deep_Learning  Attention  Medical  CNN  Inference  PDF
• 2021-11-09 Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation    Nishanjan Ravin, Sourajit Saha, Alan Schweitzer, Ameena Elahi, Farouk Dako, Daniel Mollura, David Chapman arXiv_CV arXiv_CV  Unsupervised  Pose  Deep_Learning  Medical  PDF
• 2021-11-08 Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection    Max Torop, Sandesh Ghimire, Wenqian Liu, Dana H. Brooks, Octavia Camps, Milind Rajadhyaksha, Jennifer Dy, Kivanc Kose arXiv_CV arXiv_CV  Unsupervised  Detection  Medical  PDF
• 2021-11-08 Mixed Transformer U-Net For Medical Image Segmentation    Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Relation  Attention  Medical  PDF
• 2021-11-08 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation    Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun arXiv_AI arXiv_AI  Unsupervised  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-11-08 Adaptive area-preserving parameterization of open and closed anatomical surfaces    Gary P. T. Choi, Amita Giri, Lalan Kumar arXiv_CV arXiv_CV  Pose  Face  Medical  PDF
• 2021-11-08 JaMIE: A Pipeline Japanese Medical Information Extraction System    Fei Cheng, Shuntaro Yada, Ribeka Tanaka, Eiji Aramaki, Sadao Kurohashi arXiv_AI arXiv_AI  Embedding  Pose  Action  Relation  Medical  PDF
• 2021-11-08 Artificial Intelligence Technology analysis using Artificial Intelligence patent through Deep Learning model and vector space model    Yongmin Yoo, Dongjin Lim, Kyungsun Kim arXiv_AI arXiv_AI  Bert  Pose  Quantitative  Deep_Learning  Relation  Medical  PDF
• 2021-11-06 Feedback Control of Millimeter Scale Pivot Walkers Using Magnetic Actuation    Ehab Al Khatib, Pouria Razzaghi, Yildirim Hurmuzlu arXiv_RO arXiv_RO  Tracking  Gradient_Descent  Optimization  Pose  Action  Medical  PDF
• 2021-11-06 Demystifying Deep Learning Models for Retinal OCT Disease Classification using Explainable AI    Tasnim Sakib Apon, Mohammad Mahmudul Hasan, Abrar Islam, MD. Golam Rabiul Alam arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-11-06 A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers    György Kovács, Attila Fazekas arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-11-05 Edge Tracing using Gaussian Process Regression    Jamie Burke, Stuart King arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-11-05 First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain    Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof A. Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas Maier arXiv_CV arXiv_CV  Knowledge  Pose  Classification  GAN  Medical  Image_Classification  PDF
• 2021-11-05 Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer    Cesare Magnetti, Hadrien Reynaud, Bernhard Kainz arXiv_CV arXiv_CV  Style_Transfer  Reinforcement_Learning  3D  Medical  PDF
• 2021-11-05 Epidemic inference through generative neural networks    Indaco Biazzo, Alfredo Braunstein, Luca Dall'Asta, Fabio Mazza arXiv_AI arXiv_AI  Pose  Medical  Inference  PDF
• 2021-11-05 Segmentation of 2D Brain MR Images    Angad Ripudaman Singh Bajwa arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-11-05 Hepatic vessel segmentation based on 3Dswin-transformer with inductive biased multi-head self-attention    Mian Wu, Yinling Qian, Xiangyun Liao, Qiong Wang, Pheng-Ann Heng arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-11-05 Dialogue Inspectional Summarization with Factual Inconsistency Awareness    Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Summarization  Medical  PDF
• 2021-11-05 Pathological Analysis of Blood Cells Using Deep Learning Techniques    Virender Ranga, Shivam Gupta, Priyansh Agrawal, Jyoti Meena arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-11-05 Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network    Ge-Peng Ji, Lei Zhu, Mingchen Zhuge, Keren Fu arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Object_Detection  Medical  PDF
• 2021-11-04 Medicines Question Answering System, MeQA    Jesús Santamaría arXiv_CL arXiv_CL  Medical  QA  PDF
• 2021-11-04 Towards dynamic multi-modal phenotyping using chest radiographs and physiological data    Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2021-11-03 Resampling and super-resolution of hexagonally sampled images using deep learning    Dylan Flaute, Russell C. Hardie, Hamed Elwarfalli arXiv_AI arXiv_AI  Recognition  Super_Resolution  Knowledge  Pose  Action  Deep_Learning  Detection  Object_Detection  Attention  Medical  CNN  PDF
• 2021-11-03 Breast Cancer Classification Using: Pixel Interpolation    Osama Rezq Shahin, Hamdy Mohammed Kelash, Gamal Mahrous Attiya, Osama Slah Farg Allah arXiv_CV arXiv_CV  Pose  Classification  Medical  PDF
• 2021-11-03 Partial supervision for the FeTA challenge 2021    Lucas Fidon, Michael Aertsen, Suprosanna Shit, Philippe Demaerel, Sébastien Ourselin, Jan Deprest, Tom Vercauteren arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-11-03 WORD: Revisiting Organs Segmentation in the Whole Abdominal Region    Xiangde Luo, Wenjun Liao, Jianghong Xiao, Tao Song, Xiaofan Zhang, Kang Li, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Sparse  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-11-03 Skin Cancer Classification using Inception Network and Transfer Learning    Priscilla Benedetti, Damiano Perri, Marco Simonetti, Osvaldo Gervasi, Gianluca Reali, Mauro Femminella arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-11-02 AIT* and EIT*: Asymmetric bidirectional sampling-based path planning    Marlin P. Strub, Jonathan D. Gammell arXiv_RO arXiv_RO  Knowledge  Medical  PDF
• 2021-11-02 3-D PET Image Generation with tumour masks using TGAN    Robert V Bergen, Jean-Francois Rajotte, Fereshteh Yousefirizi, Ivan S Klyuzhin, Arman Rahmim, Raymond T. Ng arXiv_CV arXiv_CV  Segmentation  Pose  Relation  GAN  Medical  PDF
• 2021-11-02 Personalized One-Shot Lipreading for an ALS Patient    Bipasha Sen, Aditya Agarwal, Rudrabha Mukhopadhyay, Vinay Namboodiri, C V Jawahar arXiv_CV arXiv_CV  Speech  Pose  Deep_Learning  Medical  PDF
• 2021-11-02 Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation    Awadelrahman M. A. Ahmed, Leen A. M. Ali arXiv_CV arXiv_CV  Segmentation  Adversarial  GAN  Medical  Prediction  PDF
• 2021-11-02 Human Attention in Fine-grained Classification    Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-11-02 Learning Robotic Ultrasound Scanning Skills via Human Demonstrations and Guided Explorations    Xutian Deng, Yiting Chen, Fei Chen, Miao Li arXiv_AI arXiv_AI  Optimization  Pose  Medical  Autonomous  PDF
• 2021-11-02 Out of distribution detection for skin and malaria images    Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani arXiv_CV arXiv_CV  Salient  Pose  Classification  Detection  Medical  Inference  PDF
• 2021-11-02 Federated Split Vision Transformer for COVID-19CXR Diagnosis using Task-Agnostic Training    Sangjoon Park, Gwanghyun Kim, Jeongsol Kim, Boah Kim, Jong Chul Ye arXiv_AI arXiv_AI  Transformer  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-11-02 Holodeck: Immersive 3D Displays Using Swarms of Flying Light Specks    Shahram Ghandeharizadeh arXiv_RO arXiv_RO  3D  Medical  PDF
• 2021-11-01 Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy    Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung, Satish Viswanath, Daniel S. Marcus, Caroline Chung, David Fuentes arXiv_CV arXiv_CV  Segmentation  3D  Relation  Medical  PDF
• 2021-11-01 Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities    Tianbao Yang arXiv_AI arXiv_AI  Optimization  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-11-01 Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM    Muhammad Ilyas Patel, Shrey Singla, Razeem Ahmad Ali Mattathodi, Sumit Sharma, Deepam Gautam, Srinivasa Rao Kundeti arXiv_AI arXiv_AI  3D  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-11-01 Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection    Yueyuan Ao, Hong Wu arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-11-01 Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods    Zohaib Salahuddin, Henry C Woodruff, Avishek Chatterjee, Philippe Lambin arXiv_AI arXiv_AI  Review  Deep_Learning  Medical  PDF
• 2021-10-31 Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure    Bojian Hou, Hao Zhang, Gur Ladizhinsky, Gur Ladizhinsky, Stephen Yang, Volodymyr Kuleshov, Fei Wang, Qian Yang arXiv_AI arXiv_AI  Bert  Medical  Recommendation  PDF
• 2021-10-31 R-BERT-CNN: Drug-target interactions extraction from biomedical literature    Jehad Aldahdooh, Ziaurrehman Tanoli, Jing Tang arXiv_AI arXiv_AI  OCR  Bert  Knowledge  Action  Deep_Learning  Relation  Medical  CNN  Language_Model  PDF
• 2021-10-31 Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records    Yiqing Zhao, Yuan Luo arXiv_AI arXiv_AI  Unsupervised  Detection  Medical  Prediction  PDF
• 2021-10-31 Focal Attention Networks: optimising attention for biomedical image segmentation    Michael Yeung, Leonardo Rundo, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang arXiv_AI arXiv_AI  Segmentation  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-10-31 Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation    Michael Yeung, Guang Yang, Evis Sala, Carola-Bibiane Schönlieb, Leonardo Rundo arXiv_AI arXiv_AI  Segmentation  Pose  Medical  PDF
• 2021-10-31 Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation    Michael Yeung, Leonardo Rundo, Yang Nan, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang arXiv_AI arXiv_AI  Segmentation  Deep_Learning  Medical  Prediction  PDF
• 2021-10-30 A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles    Haoran Su, Yaofeng Desmond Zhong, Dey Biswadip, Amit Chakraborty arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Medical  PDF
• 2021-10-29 Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation    Josep Lluis Berral, Oriol Aranda, Juan Luis Dominguez, Jordi Torres arXiv_AI arXiv_AI  Segmentation  3D  Deep_Learning  Medical  PDF
• 2021-10-29 C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation    Maria Baldeon-Calisto, Susana K. Lai-Yuen arXiv_CV arXiv_CV  Segmentation  Unsupervised  Adversarial  Deep_Learning  Medical  PDF
• 2021-10-29 CVAD: A generic medical anomaly detector based on Cascade VAE    Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-10-29 How to Leverage Multimodal EHR Data for Better Medical Predictions?    Bo Yang, Lijun Wu arXiv_CL arXiv_CL  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-10-29 3D-OOCS: Learning Prostate Segmentation with Inductive Bias    Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca Grosu, Radu Grosu arXiv_CV arXiv_CV  Segmentation  3D  Detection  GAN  Medical  CNN  PDF
• 2021-10-28 RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification    Ajay Jaiswal, Liyan Tang, Meheli Ghosh, Justin Rousseau, Yifan Peng, Ying Ding arXiv_CL arXiv_CL  Transformer  Bert  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-10-28 Subpixel object segmentation using wavelets and multi resolution analysis    Ray Sheombarsing, Nikita Moriakov, Jan-Jakob Sonke, Jonas Teuwen arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  GAN  Medical  Inference  Prediction  PDF
• 2021-10-28 Lightweight Mobile Automated Assistant-to-physician for Global Lower-resource Areas    Chao Zhang, Hanxin Zhang, Atif Khan, Ted Kim, Olasubomi Omoleye, Oluwamayomikun Abiona, Amy Lehman, Christopher O. Olopade, Olufunmilayo I. Olopade, Pedro Lopes, Andrey Rzhetsky arXiv_AI arXiv_AI  Face  Medical  PDF
• 2021-10-28 Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks    Plabon Shaha, Talha Islam Zadid, Ismat Rahman, Md. Mosaddek Khan arXiv_AI arXiv_AI  Medical  Autonomous  PDF
• 2021-10-28 Dispensed Transformer Network for Unsupervised Domain Adaptation    Yunxiang Li, Jingxiong Li, Ruilong Dan, Shuai Wang, Kai Jin, Guodong Zeng, Jun Wang, Xiangji Pan, Qianni Zhang, Huiyu Zhou, Qun Jin, Li Wang, Yaqi Wang arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Regularization  Pose  Attention  GAN  Medical  PDF
• 2021-10-28 Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review    M. Rubaiyat Hossain Mondal, Subrato Bharati, Prajoy Podder arXiv_AI arXiv_AI  Segmentation  Review  Survey  Action  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-10-27 Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning    Aakash Kaku, Sahana Upadhya, Narges Razavian arXiv_AI arXiv_AI  Self-Supervised  Pose  Relation  Medical  PDF
• 2021-10-27 MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification    Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, Bingbing Ni arXiv_AI arXiv_AI  3D  Knowledge  Pose  Classification  Medical  Image_Classification  PDF
• 2021-10-27 SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata    Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F. Rousseau, Yifan Peng, Ying Ding arXiv_CV arXiv_CV  Salient  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  Medical  PDF
• 2021-10-27 BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation    Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng arXiv_AI arXiv_AI  Segmentation  Enhancement  Pose  Relation  Attention  Medical  PDF
• 2021-10-27 Vision Transformer for Classification of Breast Ultrasound Images    Behnaz Gheflati, Hassan Rivaz arXiv_CV arXiv_CV  Transformer  Classification  Attention  Medical  CNN  PDF
• 2021-10-27 PL-Net: Progressive Learning Network for Medical Image Segmentation    Junlong Cheng, Chengrui Gao, Chaoqing Wang, Zhangqiang Ming, Yong Yang, Min Zhu arXiv_CV arXiv_CV  Segmentation  Pose  Action  Medical  CNN  PDF
• 2021-10-27 An Arbitrary Scale Super-Resolution Approach for 3-Dimensional Magnetic Resonance Image using Implicit Neural Representation    Qing Wu, Yuwei Li, Yawen Sun, Yan Zhou, Hongjiang Wei, Jingyi Yu, Yuyao Zhang arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  3D  Pose  Medical  CNN  PDF
• 2021-10-27 QU-net++: Image Quality Detection Framework for Segmentation of 3D Medical Image Stacks    Sohini Roychowdhury arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Detection  Medical  PDF
• 2021-10-26 Deep Integrated Pipeline of Segmentation Leading to Classification for Automated Detection of Breast Cancer from Breast Ultrasound Images    Muhammad Sakib Khan Inan, Fahim Irfan Alam, Rizwan Hasan arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Action  Classification  Detection  Medical  PDF
• 2021-10-26 Video-based fully automatic assessment of open surgery suturing skills    Adam Goldbraikh, Anne-Lise D'Angelo, Carla M. Pugh, Shlomi Laufer arXiv_CV arXiv_CV  Pose  Action  Detection  Medical  PDF
• 2021-10-26 BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network    Jialun Wu, Yang Liu, Zeyu Gao, Tieliang Gong, Chunbao Wang, Chen Li arXiv_AI arXiv_AI  Surveillance  Transfer_Learning  Knowledge  Knowledge_Graph  Pose  Action  Relation  Attention  Medical  CNN  PDF
• 2021-10-26 A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data    Jialun Wu, Zeyu Gao, Haichuan Zhang, Ruonan Zhang, Tieliang Gong, Chunbao Wang, Chen Li arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2021-10-26 C$^2$SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction    Di Wu, Yi Shi, Ziyu Wang, Jie Yang, Mohamad Sawan arXiv_AI arXiv_AI  Reconstruction  Pose  Face  Classification  Compressive_Sensing  Medical  Prediction  PDF
• 2021-10-26 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain    Jimin Hong, Taehee Kim, Hyesu Lim, Jaegul Choo arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Regularization  Knowledge  Review  Pose  Medical  Language_Model  PDF
• 2021-10-25 Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo    Daniel Grzech, Mohammad Farid Azampour, Huaqi Qiu, Ben Glocker, Bernhard Kainz, Loïc Le Folgoc arXiv_CV arXiv_CV  Deep_Learning  Medical  Inference  PDF
• 2021-10-25 Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data    Ayaan Haque, Abdullah-Al-Zubaer Imran, Adam Wang, Demetri Terzopoulos arXiv_CV arXiv_CV  Segmentation  Salient  Knowledge  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-25 Generative Residual Attention Network for Disease Detection    Euyoung Kim, Soochahn Lee, Kyoung Mu Lee arXiv_CV arXiv_CV  Adversarial  Pose  Detection  Attention  Medical  PDF
• 2021-10-25 Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces    Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge arXiv_CV arXiv_CV  Segmentation  Pose  Face  Deep_Learning  Contour  Medical  CNN  PDF
• 2021-10-24 GraspLook: a VR-based Telemanipulation System with R-CNN-driven Augmentation of Virtual Environment    Polina Ponomareva, Daria Trinitatova, Aleksey Fedoseev, Ivan Kalinov, Dzmitry Tsetserukou arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2021-10-24 Abstractified Multi-instance Learning for Biomedical Relation Extraction    William Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez Baeza, Andrew Bartko, Chun-Nan Hsu arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-10-24 Robustness via Uncertainty-aware Cycle Consistency    Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata arXiv_CV arXiv_CV  Pose  Medical  Autonomous  PDF
• 2021-10-23 'One-Shot' Reduction of Additive Artifacts in Medical Images    Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-10-23 MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation    Mou-Cheng Xu, Yu-Kun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius De Groot, Neil P. Oxtoby, Daniel C. Alexander, Joseph Jacob arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-10-22 Circle Representation for Medical Object Detection    Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo arXiv_CV arXiv_CV  Pose  Detection  Object_Detection  Medical  PDF
• 2021-10-22 Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations    Jinyong Hou, Xuejie Ding, Jeremiah D. Deng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2021-10-22 Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform    Farah Deeba, Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Kapal Dev, Sunder Ali Khowaja, Nawab Muhammad Faseeh Qureshi arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Adversarial  Pose  Deep_Learning  Attention  GAN  Medical  CNN  PDF
• 2021-10-22 SVM and ANN based Classification of EMG signals by using PCA and LDA    Hritam Basak, Alik Roy, Jeet Bandhu Lahiri, Sayantan Bose, Soumyadeep Patra arXiv_AI arXiv_AI  Recognition  Face  Classification  Medical  PDF
• 2021-10-22 Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs    Prakhar Gurawa, Matthias Nickles arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  Medical  Prediction  Recommendation  PDF
• 2021-10-21 Digital and Physical-World Attacks on Remote Pulse Detection    Jeremy Speth, Nathan Vance, Patrick Flynn, Kevin W. Bowyer, Adam Czajka arXiv_CV arXiv_CV  3D  Face  Detection  Medical  PDF
• 2021-10-21 A Python Package to Detect Anti-Vaccine Users on Twitter    Matheus Schmitz, Goran Murić, Keith Burghardt arXiv_CL arXiv_CL  Embedding  Emotion  Sentiment  Medical  PDF
• 2021-10-21 Deep Curriculum Learning in Task Space for Multi-Class Based Mammography Diagnosis    Jun Luo, Dooman Arefan, Margarita Zuley, Jules Sumkin, Shandong Wu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-21 Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression    Usma Niyaz, Deepti R. Bathula arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Object_Detection  Medical  PDF
• 2021-10-21 Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks    Abhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula arXiv_CV arXiv_CV  Reconstruction  Segmentation  Self-Supervised  Pose  Medical  Inference  Prediction  PDF
• 2021-10-21 Evaluation of Various Open-Set Medical Imaging Tasks with Deep Neural Networks    Zongyuan Ge, Xin Wang arXiv_CV arXiv_CV  Recognition  Quantitative  Medical  Inference  PDF
• 2021-10-20 OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data    Christoph Reich, Tim Prangemeier, Özdemir Cetin, Heinz Koeppl arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Detection  Medical  CNN  Inference  Prediction  PDF
• 2021-10-20 A Learning Framework for Diffeomorphic Image Registration based on Quasi-conformal Geometry    Qiguang Chen, Zhiwen Li, Lok Ming Lui arXiv_CV arXiv_CV  Unsupervised  Optimization  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-10-20 A unifying framework for $n$-dimensional quasi-conformal mappings    Daoping Zhang, Gary P. T. Choi, Jianping Zhang, Lok Ming Lui arXiv_CV arXiv_CV  Optimization  Pose  Medical  PDF
• 2021-10-20 AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation    Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  GAN  Medical  CNN  PDF
• 2021-10-20 Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification    Jun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Quantitative  Classification  Deep_Learning  Medical  PDF
• 2021-10-20 Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images    Jun Luo, Gene Kitamura, Emine Doganay, Dooman Arefan, Shandong Wu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-19 A New Automatic Change Detection Frame-work Based on Region Growing and Weighted Local Mutual Information: Analysis of Breast Tumor Response to Chemotherapy in Serial MR Images    Narges Norouzi, Reza Azmi, Nooshin Noshiri, Robab Anbiaee arXiv_CV arXiv_CV  Pose  Action  Detection  Medical  Matching  PDF
• 2021-10-19 Neural Medication Extraction: A Comparison of Recent Models in Supervised and Semi-supervised Learning Settings    Ali Can Kocabiyikoglu, François Portet, Raheel Qader, Jean-Marc Babouchkine arXiv_CL arXiv_CL  Action  Deep_Learning  Medical  PDF
• 2021-10-19 Local Explanations for Clinical Search Engine results    Edeline Contempré, Zoltán Szlávik, Majid Mohammadi, Erick Velazquez, Annette ten Teije, Ilaria Tiddi arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-10-19 Towards Toxic and Narcotic Medication Detection with Rotated Object Detector    Jiao Peng, Feifan Wang, Zhongqiang Fu, Yiying Hu, Zichen Chen, Xinghan Zhou, Lijun Wang arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Object_Detection  Medical  Inference  PDF
• 2021-10-18 Deep CNNs for Peripheral Blood Cell Classification    Ekta Gavas, Kaustubh Olpadkar arXiv_CV arXiv_CV  Recognition  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-10-18 Unsupervised Image Fusion Using Deep Image Priors    Xudong Ma, Alin Achim, Paul Hill arXiv_CV arXiv_CV  Unsupervised  Restoration  Pose  Deep_Learning  Medical  PDF
• 2021-10-18 Conditional De-Identification of 3D Magnetic Resonance Images    Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith arXiv_CV arXiv_CV  3D  Pose  Face  GAN  Medical  PDF
• 2021-10-18 A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data    Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Pose  Few-Shot  GAN  Medical  Prediction  PDF
• 2021-10-18 Learning Optimal Conformal Classifiers    David Stutz, Krishnamurthy (Dj)Dvijotham, Ali Taylan Cemgil, Arnaud Doucet arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-10-18 Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress    Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller arXiv_AI arXiv_AI  Medical  PDF
• 2021-10-18 Body Part Regression for CT Images    Sarah Schuhegger arXiv_CV arXiv_CV  Recognition  Self-Supervised  Deep_Learning  Medical  Prediction  PDF
• 2021-10-17 Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix    Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng arXiv_CV arXiv_CV  Pose  Classification  Relation  Medical  Image_Classification  Prediction  PDF
• 2021-10-17 Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation    Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao arXiv_CV arXiv_CV  Segmentation  Classification  Medical  PDF
• 2021-10-16 Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation    Bethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-10-16 Streaming Decision Trees and Forests    Haoyin Xu, Jayanta Dey, Sambit Panda, Joshua T. Vogelstein arXiv_AI arXiv_AI  Transfer_Learning  Classification  Medical  PDF
• 2021-10-15 Bridging the gap between paired and unpaired medical image translation    Pauliina Paavilainen, Saad Ullah Akram, Juho Kannala arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2021-10-15 A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential Diagnosis    Hong Guan, Chitta Baral arXiv_AI arXiv_AI  Pose  Medical  Inference  PDF
• 2021-10-15 Anticipation-driven Adaptive Architecture for Assisted Living    Mihai Nadin, Asma Naz arXiv_AI arXiv_AI  Action  Medical  PDF
• 2021-10-15 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text    Maya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-10-15 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models    Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-15 A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone    Chinazunwa Uwaoma, Gunjan Mansingh arXiv_AI arXiv_AI  Recognition  Pose  Classification  Medical  PDF
• 2021-10-15 Named Entity Recognition in Unstructured Medical Text Documents    Cole Pearson, Naeem Seliya, Rushit Dave arXiv_CL arXiv_CL  Recognition  Medical  PDF
• 2021-10-14 CT-SGAN: Computed Tomography Synthesis GAN    Ahmad Pesaranghader, Yiping Wang, Mohammad Havaei arXiv_CV arXiv_CV  3D  Adversarial  Pose  Quantitative  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-10-14 Compressibility of Distributed Document Representations    Blaž Škrlj, Matej Petkovič arXiv_AI arXiv_AI  Text_Classification  Pose  Classification  Medical  Language_Model  PDF
• 2021-10-14 Building Chinese Biomedical Language Models via Multi-Level Text Discrimination    Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang arXiv_AI arXiv_AI  Bert  Medical  Language_Model  PDF
• 2021-10-14 DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models    Riddhish Bhalodia, Shireen Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross Whitaker arXiv_CV arXiv_CV  Segmentation  3D  Optimization  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-10-14 MIMICause : Defining, identifying and predicting types of causal relationships between biomedical concepts from clinical notes    Vivek Khetan, Md Imbesat Hassan Rizvi, Jessica Huber, Paige Bartusiak, Bogdan Sacaleanu, Andrew Fano arXiv_CL arXiv_CL  Pose  Relation  Medical  Language_Model  PDF
• 2021-10-13 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains    Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang arXiv_CL arXiv_CL  Medical  PDF
• 2021-10-13 Collaborative Semantic Aggregation and Calibration for Separated Domain Generalization    Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin arXiv_CV arXiv_CV  Pose  Attention  Medical  PDF
• 2021-10-13 MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks    Laith Alzubaidi, J. Santamaría, Mohamed Manoufali, Beadaa Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H.Al-Timemy, Omran Al-Shamma, Ye Duan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-10-13 Breaking the Dilemma of Medical Image-to-image Translation    Lingke Kong, Chenyu Lian, Detian Huang, Zhenjiang Li, Yanle Hu, Qichao Zhou arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-10-12 CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation    Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu arXiv_CV arXiv_CV  Transformer  Style_Transfer  3D  Adversarial  Pose  Attention  Medical  CNN  PDF
• 2021-10-12 An Overview of Ontologies and Tool Support for COVID-19 Analytics    Aakash Ahmad, Madhushi Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar arXiv_CL arXiv_CL  Knowledge  Ontology  Medical  Inference  Recommendation  PDF
• 2021-10-12 Application of Homomorphic Encryption in Medical Imaging    Francis Dutil, Alexandre See, Lisa Di Jorio, Florent Chandelier arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-10-12 MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis    Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong arXiv_CV arXiv_CV  Knowledge  Action  Attention  Medical  CNN  PDF
• 2021-10-12 A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease    Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Adversarial  Pose  Classification  Relation  Medical  PDF
• 2021-10-11 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training    Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Medical  PDF
• 2021-10-11 Homogeneous Learning: Self-Attention Decentralized Deep Learning    Yuwei Sun, Hideya Ochiai arXiv_AI arXiv_AI  Reinforcement_Learning  Adversarial  Pose  Classification  Deep_Learning  Detection  Attention  Medical  Image_Classification  PDF
• 2021-10-11 Multiple Object Trackers in OpenCV: A Benchmark    Nađa Dardagan, Adnan Brđanin, Džemil Džigal, Amila Akagic arXiv_AI arXiv_AI  Surveillance  Tracking  Object_Tracking  Medical  Autonomous  PDF
• 2021-10-11 Pre-trained Language Models in Biomedical Domain: A Survey from Multiscale Perspective    Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie fu arXiv_CL arXiv_CL  Review  Pose  Survey  Medical  Language_Model  PDF
• 2021-10-10 Increasing a microscope's effective field of view via overlapped imaging and machine learning    Xing Yao, Vinayak Pathak, Haoran Xi, Amey Chaware, Colin Cooke, Kanghyun Kim, Shiqi Xu, Yuting Li, Timothy Dunn, Pavan Chandra Konda, Kevin C. Zhou, Roarke Horstmeyer arXiv_CV arXiv_CV  Classification  Detection  Medical  CNN  PDF
• 2021-10-10 Deep convolutional forest: a dynamic deep ensemble approach for spam detection in text    Mai A. Shaaban (1), Yasser F. Hassan (2), Shawkat K. Guirguis (3) ((1) Department of Mathematics and Computer Science, Faculty of Science, Alexandria University, Alexandria, Egypt, (2) Faculty of Computers and Data Science, Alexandria University, Alexandria, Egypt, (3) Institute of Graduate Studies and Research, Alexandria University, Alexandria, Egypt) arXiv_AI arXiv_AI  Pose  Action  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-10-10 An Overview of Techniques for Biomarker Discovery in Voice Signal    Rita Singh, Ankit Shah, Hira Dhamyal arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-10-09 Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery    Hideaki Kawaguchi arXiv_AI arXiv_AI  Knowledge  Relation  Attention  Medical  PDF
• 2021-10-09 Vision Transformer based COVID-19 Detection using Chest X-rays    Koushik Sivarama Krishnan, Karthik Sivarama Krishnan arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Detection  Medical  PDF
• 2021-10-09 Research on Knowledge based Expert System for Medical Diagnosis    Xin Huang, Xuejiao Tang, Wenbin Zhang arXiv_AI arXiv_AI  Knowledge  Pose  Face  Medical  Inference  PDF
• 2021-10-09 Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers    Aakash Varma Nadimpalli, Narsi Reddy, Sreeraj Ramachandran, Ajita Rattani arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-10-08 Medical Dead-ends and Learning to Identify High-risk States and Treatments    Mehdi Fatemi, Taylor W. Killian, Jayakumar Subramanian, Marzyeh Ghassemi arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  Prediction  PDF
• 2021-10-08 Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation    KwanYong Park, Sanghyun Woo, Inkyu Shin, In So Kweon arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Attention  Medical  Autonomous  PDF
• 2021-10-08 Diabetic Retinopathy Screening Using Custom-Designed Convolutional Neural Network    Fahman Saeed, Muhammad Hussain, Senior Member, IEEE, Hatim A Aboalsamh, Senior Member, IEEE, Fadwa Al Adel, Adi Mohammed Al Owaifeer arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-10-07 Adaptive Early-Learning Correction for Segmentation from Noisy Annotations    Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-07 Towards Accurate Cross-Domain In-Bed Human Pose Estimation    Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira Edussooriya arXiv_CV arXiv_CV  Pose_Estimation  Knowledge  Pose  Medical  PDF
• 2021-10-07 GeSERA: General-domain Summary Evaluation by Relevance Analysis    Jessica López Espejel, Gaël de Chalendar, Jorge Garcia Flores, Thierry Charnois, Ivan Vladimir Meza Ruiz arXiv_CL arXiv_CL  Relation  Medical  PDF
• 2021-10-07 Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving    Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-10-07 Prototype Learning for Interpretable Respiratory Sound Analysis    Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl arXiv_SD arXiv_SD  Pose  Classification  Medical  PDF
• 2021-10-07 Federated Learning from Small Datasets    Michael Kamp (1), Jonas Fischer (2), Jilles Vreeken (1) ((1) CISPA Helmholtz Center for Information Security, (2) Max Planck Institute for Informatics) arXiv_AI arXiv_AI  Sparse  Pose  Medical  PDF
• 2021-10-07 Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement    Uddeshya Upadhyay, Viswanath P. Sudarshan, Suyash P. Awate arXiv_CV arXiv_CV  Reconstruction  Enhancement  Adversarial  Pose  Image_Enhancement  GAN  Medical  Prediction  PDF
• 2021-10-07 Moment evolution equations and moment matching for stochastic image EPDiff    Alexander Christgau, Alexis Arnaudon, Stefan Sommer arXiv_CV arXiv_CV  Relation  Medical  Inference  Matching  PDF
• 2021-10-07 Curating Subject ID Labels using Keypoint Signatures    Laurent Chauvin, Matthew Toews arXiv_CV arXiv_CV  3D  Medical  PDF
• 2021-10-06 Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports    Riddhish Bhalodia, Ali Hatamizadeh, Leo Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-10-06 Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer    Wenda Xu, Michael Saxon, Misha Sra, William Yang Wang arXiv_CL arXiv_CL  Transformer  Style_Transfer  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-06 Resolution-Optimal Motion Planning for Steerable Needles    Mengyu Fu, Kiril Solovey, Oren Salzman, Ron Alterovitz arXiv_RO arXiv_RO  3D  Pose  Medical  PDF
• 2021-10-06 Nested Policy Reinforcement Learning    Aishwarya Mandyam, Andrew Jones, Krzysztof Laudanski, Barbara Engelhardt arXiv_AI arXiv_AI  Reinforcement_Learning  Action  Medical  PDF
• 2021-10-06 Automatic Identification of the End-Diastolic and End-Systolic Cardiac Frames from Invasive Coronary Angiography Videos    Yinghui Meng, Minghao Dong, Xumin Dai, Haipeng Tang, Chen Zhao, Jingfeng Jiang, Shun Xu, Ying Zhou, Fubao Zhu1, Zhihui Xu, Weihua Zhou arXiv_CV arXiv_CV  3D  Review  Pose  Detection  Medical  Optical_Flow  PDF
• 2021-10-06 A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D Meshes    Yansel González Tejeda, Helmut A. Mayer arXiv_AI arXiv_AI  3D  Medical  CNN  PDF
• 2021-10-06 StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis    Islem Mhiri, Mohamed Ali Mahjoub, Islem Rekik arXiv_CV arXiv_CV  Super_Resolution  Knowledge  Adversarial  Pose  Medical  PDF
• 2021-10-06 Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning    Basar Demir, Alaa Bessadok, Islem Rekik arXiv_CV arXiv_CV  Embedding  Super_Resolution  Regularization  Knowledge  Adversarial  Pose  Deep_Learning  Medical  PDF
• 2021-10-05 BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images    Boyu Zhang, Aleksandar Vakanski, Min Xian arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-10-05 Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation    Dorothy Cheng, Edmund Y. Lam arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Salient  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-10-05 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation    Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-10-05 FoodChem: A food-chemical relation extraction model    Gjorgjina Cenikj, Barbara Koroušić Seljak, Tome Eftimov arXiv_CL arXiv_CL  Transformer  Bert  Review  Pose  Action  Classification  Relation  Relation_Extraction  Medical  PDF
• 2021-10-05 Investigating Health-Aware Smart-Nudging with Machine Learning to Help People Pursue Healthier Eating-Habits    Mansura A Khan, Khalil Muhammad, Barry Smyth, David Coyle arXiv_AI arXiv_AI  Knowledge  Pose  Attention  GAN  Medical  Recommendation  PDF
• 2021-10-05 Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images    Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao arXiv_CV arXiv_CV  Reconstruction  Pose  Action  Detection  Medical  PDF
• 2021-10-04 Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge    Minh Q. Tran, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Medical  PDF
• 2021-10-03 A New Approach for Image Authentication Framework for Media Forensics Purpose    Ahmad M Nagm, Khaled Y Youssef, Mohammad I Youssef arXiv_CV arXiv_CV  Enhancement  Pose  Relation  Medical  PDF
• 2021-10-03 Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework    Pia Schneider, Dominik Müller, Frank Kramer arXiv_CV arXiv_CV  Classification  Medical  Prediction  PDF
• 2021-10-03 Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans    Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-10-03 Artificial Intelligence For Breast Cancer Detection: Trends & Directions    Shahid Munir Shah, Rizwan Ahmed Khan, Sheeraz Arif, Unaiza Sajid arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-10-03 Bounding Box Tightness Prior for Weakly Supervised Image Segmentation    Juan Wang, Bin Xia arXiv_AI arXiv_AI  Segmentation  Weakly_Supervised  Pose  Medical  Prediction  PDF
• 2021-10-01 A review of Generative Adversarial Networks and its applications in a wide variety of disciplines -- From Medical to Remote Sensing    Ankan Dash, Junyi Ye, Guiling Wang arXiv_AI arXiv_AI  Knowledge  Review  Adversarial  Survey  GAN  Medical  Prediction  PDF
• 2021-10-01 Neural sentence embedding models for semantic similarity estimation in the biomedical domain    Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  Ontology  Relation  Medical  PDF
• 2021-10-01 Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning    Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan arXiv_AI arXiv_AI  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-10-01 Predicting COVID-19 Patient Shielding: A Comprehensive Study    Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer arXiv_AI arXiv_AI  Transformer  Knowledge  Classification  GAN  Medical  Prediction  PDF
• 2021-09-30 Development of the algorithm for differentiating bone metastases and trauma of the ribs in bone scintigraphy and demonstration of visual evidence of the algorithm -- Using only anterior bone scan view of thorax    Shigeaki Higashiyama, Yukino Ohta, Yutaka Katayama, Atsushi Yoshida, Joji Kawabe arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2021-09-30 DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization    Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-09-30 Transferability Estimation for Semantic Segmentation Task    Yang Tan, Yang Li, Shao-Lun Huang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Medical  Image_Classification  Autonomous  PDF
• 2021-09-30 Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies    Hannah M. Schlüter, Jeremy Tan, Benjamin Hou, Bernhard Kainz arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Medical  PDF
• 2021-09-30 Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks    Andreas Wachter, Werner Nahm arXiv_AI arXiv_AI  Recognition  Knowledge  Pose  Classification  Detection  Relation  Medical  PDF
• 2021-09-30 Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow    Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Knowledge  Pose  Face  Medical  PDF
• 2021-09-30 First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data    Masataka Tasumi, Kazuki Iwahana, Naoto Yanai, Katsunari Shishido, Toshiya Shimizu, Yuji Higuchi, Ikuya Morikawa, Jun Yajima arXiv_AI arXiv_AI  Action  Medical  PDF
• 2021-09-30 Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation    Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Detection  Attention  GAN  Medical  PDF
• 2021-09-30 Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images    Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Optimization  Sparse  Pose  Detection  GAN  Medical  PDF
• 2021-09-30 Tipping the Scales: A Corpus-Based Reconstruction of Adjective Scales in the McGill Pain Questionnaire    Miriam Stern arXiv_CL arXiv_CL  Reconstruction  Relation  Medical  PDF
• 2021-09-29 Multi-loss ensemble deep learning for chest X-ray classification    Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer Antani arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-09-29 Does deep learning model calibration improve performance in class-imbalanced medical image classification?    Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-09-29 Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout    Yamen Ali, Aiham Taleb, Marina M. -C. Höhne, Christoph Lippert arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-09-28 Word-level confidence estimation for RNN transducers    Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran arXiv_CL arXiv_CL  Recognition  RNN  Speech  GAN  Speech_Recognition  Medical  PDF
• 2021-09-28 Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations    Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R.V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell arXiv_CV arXiv_CV  Segmentation  Medical  CNN  PDF
• 2021-09-28 Articulatory Coordination for Speech Motor Tracking in Huntington Disease    Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost arXiv_SD arXiv_SD  Tracking  Speech  Medical  PDF
• 2021-09-28 All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation    Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Attention  Medical  PDF
• 2021-09-28 Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling    Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael Bronstein, Dirk Vandermeulen, Peter Claes arXiv_CV arXiv_CV  Unsupervised  3D  Pose  Face  Deep_Learning  Medical  PDF
• 2021-09-28 Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs    Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  GAN  Medical  CNN  PDF
• 2021-09-27 Discovering Drug-Target Interaction Knowledge from Biomedical Literature    Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Action  Relation  Medical  PDF
• 2021-09-27 Knowledge-Aware Neural Networks for Medical Forum Question Classification    Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly arXiv_CL arXiv_CL  Bert  Knowledge  Classification  Medical  PDF
• 2021-09-27 Machine Learning based Medical Image Deepfake Detection: A Comparative Study    Siddharth Solaiyappan, Yuxin Wen arXiv_CV arXiv_CV  Detection  Medical  CNN  PDF
• 2021-09-27 Leveraging Multiple CNNs for Triaging Medical Workflow    Lakshmi A. Ghantasala arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2021-09-26 Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation    Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang, Lixu Gu, Yu Qiao arXiv_CV arXiv_CV  Segmentation  3D  Pose  GAN  Medical  PDF
• 2021-09-26 Using Soft Labels to Model Uncertainty in Medical Image Segmentation    João Lourenço Silva, Arlindo L. Oliveira arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  GAN  Medical  Inference  Prediction  Matching  PDF
• 2021-09-25 Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System    Chinmoy Bose, Anirvan Basu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  GAN  Medical  Image_Classification  PDF
• 2021-09-25 Coreference Resolution for the Biomedical Domain: A Survey    Pengcheng Lu, Massimo Poesio arXiv_CL arXiv_CL  Review  Survey  Action  Attention  Medical  Language_Model  PDF
• 2021-09-25 A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging    Thomas Henn, Yasukazu Sakamoto, Clément Jacquet, Shunsuke Yoshizawa, Masamichi Andou, Stephen Tchen, Ryosuke Saga, Hiroyuki Ishihara, Katsuhiko Shimizu, Yingzhen Li, Ryutaro Tanno arXiv_AI arXiv_AI  Classification  Detection  Object_Detection  Medical  PDF
• 2021-09-25 Multi-Modal Multi-Instance Learning for Retinal Disease Recognition    Xirong Li, Yang Zhou, Jie Wang, Hailan Lin, Jianchun Zhao, Dayong Ding, Weihong Yu, Youxin Chen arXiv_AI arXiv_AI  Recognition  Pose  Attention  Medical  PDF
• 2021-09-25 BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation    Qiran Jia, Hai Shu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  GAN  Medical  CNN  Image_Classification  PDF
• 2021-09-25 Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels    Mintong Kang, Yongyi Lu, Alan L. Yuille, Zongwei Zhou arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-09-25 Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation    An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu arXiv_CL arXiv_CL  Weakly_Supervised  Pose  Contrastive_Learning  Text_Generation  Medical  PDF
• 2021-09-24 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations    Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley arXiv_CL arXiv_CL  Transformer  Summarization  Medical  PDF
• 2021-09-24 GERNERMED -- An Open German Medical NER Model    Johann Frei, Frank Kramer arXiv_AI arXiv_AI  Recognition  Speech  Action  Relation  Relation_Extraction  Medical  PDF </