Medical

Medical

• 2021-05-17 DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation    Hritam Basak, Rukhshanda Hussain, Ajay Rana arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  CNN  PDF
• 2021-05-17 Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI    Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg arXiv_CV arXiv_CV  Salient  GAN  Medical  CNN  PDF
• 2021-05-17 Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation    Chae Eun Lee, Minyoung Chung, Yeong-Gil Shin arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Deep_Learning  Relation  GAN  Medical  PDF
• 2021-05-17 Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification    Hao Xue, Flora D. Salim arXiv_SD arXiv_SD  Transformer  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-05-16 Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare    Chang Lu, Chandan K. Reddy, Prithwish Chakraborty, Samantha Kleinberg, Yue Ning arXiv_AI arXiv_AI  Knowledge  Pose  Action  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-05-16 Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation    Richard Jiang, Paul Chazot, Danny Crookes, Ahmed Bouridane, M Emre Celebi arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-05-16 MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation    Abhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  PDF
• 2021-05-16 Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis    Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer arXiv_AI arXiv_AI  Optimization  Pose  Medical  PDF
• 2021-05-16 Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers    Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-16 Unsupervised MMRegNet based on Spatially Encoded Gradient Information    Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-05-16 Expressive Explanations of DNNs by Combining Concept Analysis with ILP    Johannes Rabold, Gesina Schwalbe, Ute Schmid arXiv_CV arXiv_CV  Relation  Medical  CNN  PDF
• 2021-05-15 Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks    Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni arXiv_AI arXiv_AI  Recognition  Optimization  RNN  Speech  Pose  Speech_Recognition  Medical  PDF
• 2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation    Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  Action  Contour  Medical  PDF
• 2021-05-14 SA-GAN: Structure-Aware Generative Adversarial Network for Shape-Preserving Synthetic CT Generation    Hajar Emami, Ming Dong, Siamak Nejad-Davarani, Carri Glide-Hurst arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-05-14 Evaluating the Robustness of Self-Supervised Learning in Medical Imaging    Fernando Navarro, Christopher Watanabe, Suprosanna Shit, Anjany Sekuboyina, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Detection  Attention  GAN  Medical  PDF
• 2021-05-14 Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms    Hao Du, Melissa Min-Szu Yao, Liangyu Chen, Wing P. Chan, Mengling Feng arXiv_CV arXiv_CV  Pose  Classification  Medical  CNN  PDF
• 2021-05-14 Verification of Size Invariance in DNN Activations using Concept Embeddings    Gesina Schwalbe arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Quantitative  Detection  Object_Detection  Medical  PDF
• 2021-05-13 NLP is Not enough -- Contextualization of User Input in Chatbots    Nathan Dolbir, Triyasha Dastidar, Kaushik Roy arXiv_AI arXiv_AI  Knowledge  Speech  Action  Medical  QA  PDF
• 2021-05-13 Geometric Model Checking of Continuous Space    Nick Bezhanishvili, Vincenzo Ciancia, David Gabelaia, Gianluca Grilletti, Diego Latella, Mieke Massink arXiv_AI arXiv_AI  3D  Optimization  Medical  PDF
• 2021-05-13 A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical data    Matteo Chieregato, Fabio Frangiamore, Mauro Morassi, Claudia Baresi, Stefania Nici, Chiara Bassetti, Claudio Bnà, Marco Galelli arXiv_CV arXiv_CV  3D  Deep_Learning  GAN  Medical  PDF
• 2021-05-13 Semi-Supervised Variational Reasoning for Medical Dialogue Generation    Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke arXiv_AI arXiv_AI  Tracking  Pose  Action  Detection  Object_Detection  Medical  Inference  PDF
• 2021-05-12 Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models    Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Medical  PDF
• 2021-05-12 The Federated Tumor Segmentation Challenge    Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel Marcus, Mikhail Milchenko, Arash Nazer, Hassan Fathallah-Shaykh, Roland Wiest Andras Jakab, Marc-Andre Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern Menze, Klaus Maier-Hein, Spyridon Bakas arXiv_CV arXiv_CV  Segmentation  Knowledge  Medical  PDF
• 2021-05-12 Priberam at MESINESP Multi-label Classification of Medical Texts Task    Ruben Cardoso, Zita Marinho, Afonso Mendes, Sebastião Miranda arXiv_CL arXiv_CL  Bert  Classification  Medical  Recommendation  PDF
• 2021-05-12 Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation    Hu Cao, Yueyue Wang, Joy Chen, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian, Manning Wang arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  GAN  Medical  CNN  PDF
• 2021-05-11 GANs for Medical Image Synthesis: An Empirical Study    Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande arXiv_CV arXiv_CV  Segmentation  Adversarial  VQA  GAN  Medical  PDF
• 2021-05-11 Segmentation of Anatomical Layers and Artifacts in Intravascular Polarization Sensitive Optical Coherence Tomography Using Attending Physician and Boundary Cardinality Lost Terms    Mohammad Haft-Javaherian, Martin Villiger, Kenichiro Otsuka, Joost Daemen, Peter Libby, Polina Golland, Brett E. Bouma arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  CNN  PDF
• 2021-05-10 R2D2: Relational Text Decoding with Transformers    Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran arXiv_CL arXiv_CL  Transformer  Bert  Pose  Action  Relation  Attention  Text_Generation  Medical  PDF
• 2021-05-10 Unsupervised Human Pose Estimation through Transforming Shape Templates    Luca Schmidtke, Athanasios Vlontzos, Simon Ellershaw, Anna Lukens, Tomoki Arichi, Bernhard Kainz arXiv_AI arXiv_AI  Surveillance  Tracking  Unsupervised  Pose_Estimation  Pose  Medical  Matching  PDF
• 2021-05-10 CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation    Ange Lou, Shuyue Guan, Murray Loew arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Inference  PDF
• 2021-05-09 Acute Lymphoblastic Leukemia Detection from Microscopic Images Using Weighted Ensemble of Convolutional Neural Networks    Chayan Mondal, Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md.Rabiul Islam, Md. Abdul Awal, Mohiuddin Ahmad arXiv_CV arXiv_CV  Pose  Classification  Detection  Relation  Medical  CNN  PDF
• 2021-05-09 Rate of Orientation Change as a New Metric for Robot-Assisted and Open Surgical Skill Evaluation    Yarden Sharon, Anthony M. Jarc, Thomas S. Lendvay, Ilana Nisky arXiv_RO arXiv_RO  Segmentation  Medical  PDF
• 2021-05-08 PIM-DRAM:Accelerating Machine Learning Workloads using Processing in Memory based on DRAM Technology    Sourjya Roy, Mustafa Ali, Anand Raghunathan arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-05-08 HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks    Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Medical  PDF
• 2021-05-07 Generative Adversarial Registration for Improved Conditional Deformable Templates    Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Adversarial  Medical  PDF
• 2021-05-07 Structured dataset documentation: a datasheet for CheXpert    Christian Garbin, Pranav Rajpurkar, Jeremy Irvin, Matthew P. Lungren, Oge Marques arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2021-05-06 Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis    Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-05-06 Introducing Information Retrieval for Biomedical Informatics Students    Sanya B. Taneja, Richard D. Boyce, William T. Reynolds, Denis Newman-Griffis arXiv_CL arXiv_CL  Bert  Medical  Language_Model  PDF
• 2021-05-05 Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain    Samanta Knapič, Avleen Malhi, Rohit Salujaa, Kary Främling arXiv_AI arXiv_AI  Survey  Quantitative  Medical  CNN  Prediction  PDF
• 2021-05-05 R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation    Dhaval D. Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2021-05-05 Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation    Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui, Arash Shaban-Nejad arXiv_AI arXiv_AI  Pose  Classification  Medical  Prediction  PDF
• 2021-05-05 Impact of individual rater style on deep learning uncertainty in medical imaging segmentation    Olivier Vincent, Charley Gros, Julien Cohen-Adad arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Relation  Medical  PDF
• 2021-05-05 Rethinking Ultrasound Augmentation: A Physics-Inspired Approach    Maria Tirindelli, Christine Eilers, Walter Simson, Magdalini Paschali, Mohammad Farid Azampour, Nassir Navab arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  PDF
• 2021-05-05 Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation    Edoardo Giacomello, Pier Luca Lanzi, Daniele Loiacono, Luca Nassano arXiv_CV arXiv_CV  Embedding  Action  Medical  CNN  PDF
• 2021-05-05 Bayesian Logistic Shape Model Inference: application to cochlea image segmentation    Wang Zihao, Demarcy Thomas, Vandersteen Clair, Gnansia Dan, Raffaelli Charles, Guevara Nicolas, Delingette Hervé arXiv_AI arXiv_AI  Segmentation  Unsupervised  Optimization  Pose  GAN  Medical  Inference  PDF
• 2021-05-05 Rare Disease Identification from Clinical Notes with Ontologies and Weak Supervision    Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Emma Whitfield, Honghan Wu arXiv_CL arXiv_CL  Transformer  Bert  Pose  Ontology  Face  Medical  Matching  PDF
• 2021-05-05 Does elderly enjoy playing Bingo with a robot? A case study with the humanoid robot Nadine    Nidhi Mishra, Gauri Tulsulkar, Hanhui Li, Nadia Magnenat Thalmann arXiv_RO arXiv_RO  Pose  Emotion  Medical  Activity  PDF
• 2021-05-05 Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer    Mohamed S. Elmahdy, Laurens Beljaards, Sahar Yousefi, Hessam Sokooti, Fons Verbeek, U. A. van der Heide, Marius Staring arXiv_CV arXiv_CV  Segmentation  Pose  Face  Quantitative  Contour  Medical  Inference  PDF
• 2021-05-05 CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis    Chi-Shiang Wang, Fang-Yi Su, Tsung-Lu Michael Lee, Yi-Shan Tsai, Jung-Hsien Chiang arXiv_CV arXiv_CV  NAS  Segmentation  Recognition  Pose  Detection  Object_Detection  Attention  Medical  CNN  PDF
• 2021-05-04 Generative Adversarial Networks Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives    Guang Yang, Jun Lv, Yutong Chen, Jiahao Huang, Jin Zhu arXiv_CV arXiv_CV  Reconstruction  Sparse  Review  Adversarial  Pose  Compressive_Sensing  GAN  Medical  PDF
• 2021-05-04 Federated Multi-View Learning for Private Medical Data Integration and Analysis    Sicong Che, Hao Peng, Lichao Sun, Yong Chen, Lifang He arXiv_AI arXiv_AI  Knowledge  Pose  Medical  PDF
• 2021-05-04 Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction    Sagi Eppel, Haoping Xu, Alan Aspuru-Guzik arXiv_CV arXiv_CV  Segmentation  Classification  Relation  Medical  Prediction  PDF
• 2021-05-04 A Review of Confidentiality Threats Against Embedded Neural Network Models    Raphaël Joud, Pierre-Alain Moellic, Rémi Bernhard, Jean-Baptiste Rigaud arXiv_AI arXiv_AI  Review  Action  Detection  Medical  PDF
• 2021-05-04 Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder    Weijia Zhang arXiv_AI arXiv_AI  Weakly_Supervised  Pose  Medical  Prediction  PDF
• 2021-05-03 Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks    Farnaz H. Foomani, D. M. Anisuzzaman, Jeffrey Niezgoda, Jonathan Niezgoda, William Guns, Sandeep Gopalakrishnan, Zeyun Yu arXiv_AI arXiv_AI  Adversarial  Pose  Classification  GAN  Medical  Prediction  PDF
• 2021-05-03 Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!    Hoel Kervadec, Houda Bahig, Laurent Letourneau-Guillon, Jose Dolz, Ismail Ben Ayed arXiv_CV arXiv_CV  Reconstruction  Segmentation  Optimization  Knowledge  Pose  Classification  Medical  PDF
• 2021-05-03 Robust 3D Cell Segmentation: Extending the View of Cellpose    Dennis Eschweiler, Johannes Stegmaier arXiv_CV arXiv_CV  Segmentation  3D  Pose  Quantitative  Medical  PDF
• 2021-05-03 Weakly supervised deep learning-based intracranial hemorrhage localization    Jakub Nemcek, Tomas Vicar, Roman Jakubicek arXiv_CV arXiv_CV  Weakly_Supervised  Deep_Learning  Medical  PDF
• 2021-05-02 Unsupervised Anomaly Detection in MR Images using Multi-Contrast Information    Byungjai Kim, Kinam Kwon, Changheun Oh, Hyunwook Park arXiv_CV arXiv_CV  Unsupervised  Pose  Quantitative  Detection  Medical  PDF
• 2021-05-02 MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation    Jhacson Meza, Lenny A. Romero, Andres G. Marrugo arXiv_CV arXiv_CV  Segmentation  Tracking  3D  Pose_Estimation  Pose  Classification  Detection  Attention  Medical  PDF
• 2021-05-01 Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network    Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  Medical  CNN  Prediction  PDF
• 2021-05-01 COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images    Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Medical  CNN  PDF
• 2021-04-30 IPatch: A Remote Adversarial Patch    Yisroel Mirsky arXiv_AI arXiv_AI  Segmentation  Recognition  Adversarial  Classification  Deep_Learning  Medical  Autonomous  PDF
• 2021-04-30 Word-Level Alignment of Paper Documents with their Electronic Full-Text Counterparts    Mark-Christoph Müller, Sucheta Ghosh, Ulrike Wittig, Maja Rey arXiv_CL arXiv_CL  Unsupervised  OCR  Medical  PDF
• 2021-04-29 Pyramid Medical Transformer for Medical Image Segmentation    Zhuangzhuang Zhang, Baozhou Sun, Weixiong Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Pose  Action  Relation  Attention  Medical  CNN  PDF
• 2021-04-29 Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph    Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Kuo Chang-Fu, Adam Harrison, Shun Miao arXiv_AI arXiv_AI  Pose  Detection  Few-Shot  Medical  PDF
• 2021-04-29 GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification    Haoyuan Chen, Chen Li, Xiaoyan Li, Ge Wang, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-04-29 Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization    Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch, Stephanie Sarny, Klaus Schoeffmann arXiv_CV arXiv_CV  Recognition  Action_Localization  Pose  Action  Detection  Medical  PDF
• 2021-04-29 The entire network structure of Crossmodal Transformer    Meng Li, Changyan Lin, Lixia Shu, Xin Pu, Yi Chen, Heng Wu, Jiasong Li, Hongshuai Cao arXiv_CV arXiv_CV  Transformer  3D  Pose  Relation  Medical  Matching  PDF
• 2021-04-29 An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease    Abbas Raza Ali, Marcin Budka arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-04-28 Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection    Krishanu Sarker, Sharbani Pandit, Anupam Sarker, Saeid Belkasim, Shihao Ji arXiv_AI arXiv_AI  Knowledge  Detection  Medical  PDF
• 2021-04-28 Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays    Krzysztof Maziarz, Anna Krason, Zbigniew Wojna arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-04-28 Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction    Peng Su, Yifan Peng, K. Vijay-Shanker arXiv_CL arXiv_CL  Bert  Knowledge  Contrastive_Learning  Action  Relation  Relation_Extraction  Medical  Prediction  PDF
• 2021-04-28 Deep Learning Body Region Classification of MRI and CT examinations    Philippe Raffy, Jean-François Pambrun, Ashish Kumar, David Dubois, Jay Waldron Patti, Robyn Alexandra Cairns, Ryan Young arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-04-28 Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes    Ruixu Geng, Yang Hu, Yan Chen arXiv_CV arXiv_CV  Reconstruction  Pose  Face  Survey  Deep_Learning  Attention  Medical  Autonomous  PDF
• 2021-04-28 Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis    Dejan Stepec, Danijel Skocaj arXiv_CV arXiv_CV  Unsupervised  Face  Detection  Medical  PDF
• 2021-04-28 Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation    Dejan Stepec, Danijel Skocaj arXiv_CV arXiv_CV  Unsupervised  Detection  Medical  PDF
• 2021-04-28 Medical Transformer: Universal Brain Encoder for 3D MRI Analysis    Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk arXiv_AI arXiv_AI  Transformer  Segmentation  Transfer_Learning  3D  Self-Supervised  Pose  Classification  Deep_Learning  Relation  Attention  Medical  Prediction  PDF
• 2021-04-28 Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG    Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou arXiv_RO arXiv_RO  Knowledge  Adversarial  Pose  Action  Deep_Learning  Attention  Medical  PDF
• 2021-04-27 Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes    Han-Chin Shing, Chaitanya Shivade, Nima Pourdamghani, Feng Nan, Philip Resnik, Douglas Oard, Parminder Bhatia arXiv_CL arXiv_CL  Pose  Summarization  Medical  PDF
• 2021-04-27 Evidential segmentation of 3D PET/CT images    Ling Huang, Su Ruan, Pierre Decazes, Thierry Denoeux arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Quantitative  Classification  Medical  PDF
• 2021-04-27 Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation    Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Pose  Medical  PDF
• 2021-04-27 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model    Qian He, Shuailin Li, Xuming He arXiv_CV arXiv_CV  Segmentation  3D  Weakly_Supervised  Pose  Denoising  GAN  Medical  Prediction  PDF
• 2021-04-26 Assessing the Acceptability of a Humanoid Robot for Alzheimer's Disease and Related Dementia Care Using an Online Survey    Fengpei Yuan, Joel G. Anderson, Tami Wyatt, Ruth Palan Lopez, Monica Crane, Austin Montgomery, Xiaopeng Zhao arXiv_RO arXiv_RO  Survey  Medical  PDF
• 2021-04-26 Auto Response Generation in Online Medical Chat Services    Hadi Jahanshahi, Syed Kazmi, Mucahit Cevik arXiv_CL arXiv_CL  Medical  PDF
• 2021-04-26 Contextualized Keyword Representations for Multi-modal Retinal Image Captioning    Jia-Hong Huang, Ting-Wei Wu, Marcel Worring arXiv_AI arXiv_AI  Image_Caption  Pose  Attention  Medical  Caption  PDF
• 2021-04-26 Weakly Supervised Multi-task Learning for Concept-based Explainability    Catarina Belém, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro arXiv_AI arXiv_AI  Weakly_Supervised  Knowledge  Pose  Detection  Medical  Prediction  PDF
• 2021-04-26 Recalibration of Aleatoric and Epistemic Regression Uncertainty in Medical Imaging    Max-Heinrich Laves, Sontje Ihler, Jacob F. Fast, Lüder A. Kahrs, Tobias Ortmaier arXiv_CV arXiv_CV  Deep_Learning  Detection  Medical  CNN  Inference  Prediction  PDF
• 2021-04-25 Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations    Sina Famouri, Lia Morra, Leonardo Mangia, Fabrizio Lamberti arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Detection  Object_Detection  Medical  Matching  PDF
• 2021-04-25 MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning    Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-04-25 Learning to Address Intra-segment Misclassification in Retinal Imaging    Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse Keane, Daniel Alexander arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing    Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV  Segmentation  Quantization  Recognition  RNN  Regularization  Speech  Pose  Classification  Speech_Recognition  Medical  CNN  PDF
• 2021-04-24 Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning    Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jonathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, J. Manuel Gorriz arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  GAN  Medical  PDF
• 2021-04-23 Ensembles of GANs for synthetic training data generation    Gabriel Eilertsen, Apostolia Tsirikoglou, Claes Lundström, Jonas Unger arXiv_CV arXiv_CV  Adversarial  Deep_Learning  GAN  Medical  PDF
• 2021-04-23 Claim Detection in Biomedical Twitter Posts    Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Classification  Detection  Medical  PDF
• 2021-04-23 CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy    Maged Helmy, Anastasiya Dykyy, Tuyen Trung Truong, Paulo Ferreira, Eric Jul arXiv_CV arXiv_CV  OCR  Medical  PDF
• 2021-04-23 Research on the Detection Method of Breast Cancer Deep Convolutional Neural Network Based on Computer Aid    Mengfan Li arXiv_CV arXiv_CV  Knowledge  Pose  Action  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-04-23 Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning    Yige Peng, Lei Bi, Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  3D  Action  Quantitative  GAN  Medical  CNN  PDF
• 2021-04-23 Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification    Chunyan Ji, Yi Pan arXiv_SD arXiv_SD  Speech  Pose  Classification  Medical  CNN  PDF
• 2021-04-22 Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition    Lie Ju, Xin Wang, Lin Wang, Tongliang Liu, Xin Zhao, Tom Drummond, Dwarikanath Mahapatra, Zongyuan Ge arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Deep_Learning  Relation  Medical  PDF
• 2021-04-22 MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation    Yang An, Liang Zhang, Mao You, Xueqing Tian, Bo Jin, Xiaopeng Wei arXiv_AI arXiv_AI  Embedding  RNN  Pose  Action  Attention  Medical  Recommendation  PDF
• 2021-04-22 A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation    Minh H. Vu, Gabriella Norman, Tufve Nyholm, Tommy Löfstedt arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-04-22 Fuzzy Expert Systems for Prediction of ICU Admission in Patients with COVID-19    Ali Akbar Sadat Asl, Mohammad Mahdi Ershadi, Shahabeddin Sotudian arXiv_AI arXiv_AI  Pose  Classification  Medical  Inference  Prediction  PDF
• 2021-04-21 Meta-learning for skin cancer detection using Deep Learning Techniques    Sara I. Garcia arXiv_CV arXiv_CV  Knowledge  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-04-21 PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation    Adrian Celaya, Jonas Actor, Rajarajeswari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes arXiv_CV arXiv_CV  Segmentation  3D  Deep_Learning  Medical  PDF
• 2021-04-21 End-to-end Biomedical Entity Linking with Span-based Dictionary Matching    Shogo Ujiie, Hayate Iso, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki arXiv_CL arXiv_CL  Recognition  Pose  Medical  Matching  PDF
• 2021-04-21 SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video    Siladittya Manna, Saumik Bhattacharya, Umapada Pal arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Classification  Medical  PDF
• 2021-04-21 A Meta-Learning Approach for Medical Image Registration    Heejung Park, Gyeong Min Lee, Soopil Kim, Ga Hyung Ryu, Areum Jeong, Sang Hyun Park, Min Sagong arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-04-21 Improving Biomedical Pretrained Language Models with Knowledge    Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang arXiv_CL arXiv_CL  Recognition  Knowledge  Pose  Action  Detection  Relation  Relation_Extraction  Medical  Language_Model  PDF
• 2021-04-20 Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation    Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth arXiv_CV arXiv_CV  Segmentation  Recognition  Medical  PDF
• 2021-04-20 Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring    Kordian Gontarska, Weronika Wrazen, Jossekin Beilharz, Robert Schmid, Lauritz Thamsen, Andreas Polze arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2021-04-20 GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review    Alceu Bissoto, Eduardo Valle, Sandra Avila arXiv_CV arXiv_CV  Review  Adversarial  GAN  Medical  PDF
• 2021-04-20 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI    Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Weakly_Supervised  Pose  Deep_Learning  Attention  Medical  CNN  Prediction  PDF
• 2021-04-20 Free-form tumor synthesis in computed tomography images via richer generative adversarial network    Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Ran Su arXiv_CV arXiv_CV  3D  Optimization  Adversarial  Pose  Quantitative  Deep_Learning  Medical  CNN  PDF
• 2021-04-20 Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images    Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-04-19 ELECTRAMed: a new pre-trained language representation model for biomedical NLP    Giacomo Miolo, Giulio Mantoan, Carlotta Orsenigo arXiv_CL arXiv_CL  Recognition  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-04-18 Attention-based Clinical Note Summarization    Neel Kanwal, Giuseppe Rizzo arXiv_AI arXiv_AI  Embedding  Pose  Action  Attention  Summarization  Medical  PDF
• 2021-04-18 Convolutional Neural Networks in Orthodontics: a review    Szymon Płotka, Tomasz Włodarczyk, Ryszard Szczerba, Przemysław Rokita, Patrycja Bartkowska, Oskar Komisarek, Artur Matthews-Brzozowski, Tomasz Trzciński arXiv_AI arXiv_AI  Segmentation  Tracking  Recognition  Object_Tracking  Review  Classification  Medical  CNN  PDF
• 2021-04-18 Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection    Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu arXiv_AI arXiv_AI  Optimization  Pose  Deep_Learning  Detection  Denoising  Medical  PDF
• 2021-04-18 The hidden label-marginal biases of segmentation losses    Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  PDF
• 2021-04-17 Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks    Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B.Solnes, Eric C. Frey arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Quantitative  Medical  Activity  CNN  PDF
• 2021-04-17 Sentence Alignment with Parallel Documents Helps Biomedical Machine Translation    Shengxuan Luo, Huaiyuan Ying, Sheng Yu arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  Medical  PDF
• 2021-04-17 Multi-source Neural Topic Modeling in Multi-view Embedding Spaces    Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze arXiv_AI arXiv_AI  Embedding  Bert  Sparse  Knowledge  Medical  PDF
• 2021-04-17 Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine    Shanmukh Reddy Manne, Kiran Kumar Vupparaboina, Gowtham Chowdary Gudapati, Ram Anudeep Peddoju, Chandra Prakash Konkimalla, Abhilash Goud, Sarforaz Bin Bashar, Jay Chhablani, Soumya Jana arXiv_CV arXiv_CV  Pose  Face  Classification  Attention  Medical  PDF
• 2021-04-16 Membership Inference Attack Susceptibility of Clinical Language Models    Abhyuday Jagannatha, Bhanu Pratap Singh Rawat, Hong Yu arXiv_CL arXiv_CL  Bert  Medical  Inference  Language_Model  PDF
• 2021-04-16 AMMU -- A Survey of Transformer-based Biomedical Pretrained Language Models    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  Self-Supervised  Survey  Medical  Language_Model  PDF
• 2021-04-16 Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse    Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot arXiv_CV arXiv_CV  3D  Pose  Medical  CNN  PDF
• 2021-04-16 Faithful and Plausible Explanations of Medical Code Predictions    Zach Wood-Doughty, Isabel Cachola, Mark Dredze arXiv_CL arXiv_CL  Pose  Medical  Prediction  PDF
• 2021-04-15 Out-of-Distribution Detection for Dermoscopic Image Classification    Mohammadreza Mohseni, Jordan Yap, William Yolland, Majid Razmara, M Stella Atkins arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-04-15 SINA-BERT: A pre-trained Language Model for Analysis of Medical Texts in Persian    Nasrin Taghizadeh, Ehsan Doostmohammadi, Elham Seifossadat, Hamid R. Rabiee, Maedeh S. Tahaei arXiv_CL arXiv_CL  Bert  Sentiment  Medical  Language_Model  PDF
• 2021-04-15 Sequence Tagging for Biomedical Extractive Question Answering    Wonjin Yoon, Richard Jackson, Jaewoo Kang, Aron Lagerberg arXiv_CL arXiv_CL  Pose  Action  Medical  QA  PDF
• 2021-04-15 Regularizing Models via Pointwise Mutual Information for Named Entity Recognition    Minbyul Jeong, Jaewoo Kang arXiv_AI arXiv_AI  Recognition  Pose  Medical  Language_Model  PDF
• 2021-04-14 Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration    Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Matching  PDF
• 2021-04-14 Towards BERT-based Automatic ICD Coding: Limitations and Opportunities    Damian Pascual, Sandro Luck, Roger Wattenhofer arXiv_AI arXiv_AI  Transformer  Bert  Classification  Medical  PDF
• 2021-04-14 Zero-Shot Instance Segmentation    Ye Zheng, Jiahong Wu, Yongqiang Qin, Faen Zhang, Li Cui arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-04-14 A Semi-Supervised Classification Method of Apicomplexan Parasites and Host Cell Using Contrastive Learning Strategy    Yanni Ren, Hangyu Deng, Hao Jiang, Jinglu Hu arXiv_AI arXiv_AI  Enhancement  Recognition  Salient  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-04-13 MS2: Multi-Document Summarization of Medical Studies    Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Keuhl, Lucy Lu Wang arXiv_AI arXiv_AI  Review  Pose  Summarization  Medical  PDF
• 2021-04-13 ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration    Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-04-13 Fast Hierarchical Games for Image Explanations    Jacopo Teneggi, Alexandre Luster, Jeremias Sulam arXiv_CV arXiv_CV  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-04-13 Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Segmentation  Salient  Self-Supervised  Pose  Action  Classification  Medical  PDF
• 2021-04-12 Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation    Zhong Zhou, Alex Waibel arXiv_AI arXiv_AI  Transformer  Medical  PDF
• 2021-04-12 Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization    Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Optimization  Adversarial  Pose  Face  GAN  Medical  PDF
• 2021-04-12 Paragraph-level Simplification of Medical Texts    Ashwin Devaraj, Iain J. Marshall, Byron C. Wallace, Junyi Jessy Li arXiv_CL arXiv_CL  Transformer  Pose  Medical  Language_Model  PDF
• 2021-04-12 Active learning for medical code assignment    Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando Paulovich, Evangelos Milios arXiv_CL arXiv_CL  Text_Classification  Classification  Medical  PDF
• 2021-04-12 PAC Bayesian Performance Guarantees for Deep Networks in Medical Imaging    Anthony Sicilia, Xingchen Zhao, Anastasia Sosnovskikh, Seong Jae Hwang arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2021-04-12 Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings    Bowen Li, Xinping Ren, Ke Yan, Le Lu, Guotong Xie, Jing Xiao, Dar-In Tai, Adam P. Harrison arXiv_AI arXiv_AI  Embedding  Medical  Inference  PDF
• 2021-04-12 Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment    Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Classification  Detection  Medical  PDF
• 2021-04-12 QZNs: Quantum Z-numbers    Jixiang Deng, Yong Deng arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-04-11 Cross-Modal Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop    Yan Han, Chongyan Chen, Ahmed Tewfik, Benjamin Glicksberg, Ying Ding, Yifan Peng, Zhangyang Wang arXiv_CV arXiv_CV  Knowledge  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-04-10 Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation    Truong Dang, Thanh Nguyen, John McCall, Alan Wee-Chung Liew arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Detection  Medical  Prediction  PDF
• 2021-04-10 Two layer Ensemble of Deep Learning Models for Medical Image Segmentation    Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-04-09 Towards objectively evaluating the quality of generated medical summaries    Francesco Moramarco, Damir Juric, Aleksandar Savkov, Ehud Reiter arXiv_CL arXiv_CL  Pose  Medical  PDF
• 2021-04-09 Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps    Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi arXiv_CV arXiv_CV  Reconstruction  Segmentation  Knowledge  Pose  Face  Action  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-04-08 DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays    Michail Mamalakis, Andrew J. Swift, Bart Vorselaars, Surajit Ray, Simonne Weeks, Weiping Ding, Richard H. Clayton, Louise S. Mackenzie, Abhirup Banerjee arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-04-08 Progressive Semantic Segmentation    Chuong Huynh, Anh Tran, Khoa Luu, Minh Hoai arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Medical  PDF
• 2021-04-08 BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation    Mo Zhang, Fei Yu, Jie Zhao, Li Zhang, Quanzheng Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Enhancement  Pose  Detection  Object_Detection  Denoising  Medical  PDF
• 2021-04-08 Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images    Wenqiang Li, YM Tang, Ziyang Wang, KM Yu, Sandy To arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-04-07 Contour Proposal Networks for Biomedical Instance Segmentation    Eric Upschulte, Stefan Harmeling, Katrin Amunts, Timo Dickscheid arXiv_CV arXiv_CV  Segmentation  Detection  Contour  Object_Detection  Medical  PDF
• 2021-04-07 Streaming Self-Training via Domain-Agnostic Unlabeled Images    Zhiqiu Lin, Deva Ramanan, Aayush Bansal arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  OCR  Knowledge  Face  Classification  Medical  Image_Classification  PDF
• 2021-04-07 Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection    Zhizhong Chai, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng arXiv_CV arXiv_CV  Embedding  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-04-07 OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays    Luyang Luo, Hao Chen, Yanning Zhou, Huangjing Lin, Pheng-Ann Pheng arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Classification  Detection  Attention  Medical  PDF
• 2021-04-07 Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis    Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci arXiv_CV arXiv_CV  Segmentation  Pose  Medical  Prediction  PDF
• 2021-04-07 Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video    Xinkai Zhao, Chaowei Fang, Feng Gao, De-Jun Fan, Xutao Lin, Guanbin Li arXiv_CV arXiv_CV  Transformer  Pose  Classification  Medical  PDF
• 2021-04-07 Self-Supervised Learning for Gastritis Detection with Gastric X-Ray Images    Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Detection  Medical  CNN  PDF
• 2021-04-07 Soft-Label Anonymous Gastric X-ray Image Distillation    Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_CV arXiv_CV  Gradient_Descent  Pose  Medical  PDF
• 2021-04-07 Deep Implicit Statistical Shape Models for 3D Medical Image Delineation    Ashwin Raju, Shun Miao, Chi-Tung Cheng, Le Lu, Mei Han, Jing Xiao, Chien-Hung Liao, Junzhou Huang, Adam P. Harrison arXiv_AI arXiv_AI  Segmentation  3D  Pose_Estimation  Pose  Face  Deep_Learning  Medical  CNN  PDF
• 2021-04-06 A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification    Asmaa Haja, Lambert R.B. Schomaker arXiv_CV arXiv_CV  Segmentation  Face  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-04-06 Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems    Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh arXiv_AI arXiv_AI  Optimization  Pose  Medical  Prediction  PDF
• 2021-04-06 Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model    Yuhao Zhang, Shuhang Wang, Haoxiang Wu, Kejia Hu, Shufan Ji arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-04-06 In-Line Image Transformations for Imbalanced, Multiclass Computer Vision Classification of Lung Chest X-Rays    Alexandrea K. Ramnarine arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-04-05 Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models    Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath arXiv_CV arXiv_CV  Style_Transfer  Adversarial  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-04-05 Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation    Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, Pheng Ann Heng arXiv_CV arXiv_CV  Segmentation  Optimization  Medical  PDF
• 2021-04-05 Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images    Cheng Xue, Lei Zhu, Huazhu Fu, Xiaowei Hu, Xiaomeng Li, Hai Zhang, Pheng Ann Heng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Boundary_Detection  Detection  Medical  CNN  PDF
• 2021-04-05 BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification    Ishani Mondal arXiv_CL arXiv_CL  Bert  Text_Classification  Review  Adversarial  Pose  Classification  Deep_Learning  Medical  Language_Model  Prediction  PDF
• 2021-04-05 Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray    Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao arXiv_CV arXiv_CV  Enhancement  Pose  Classification  Relation  Medical  PDF
• 2021-04-04 TATL: Task Agnostic Transfer Learning for Skin Attributes Detection    Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Detection  Medical  PDF
• 2021-04-03 Medical Entity Disambiguation Using Graph Neural Networks    Alina Vretinaris, Chuan Lei, Vasilis Efthymiou, Xiao Qin, Fatma Özcan arXiv_CL arXiv_CL  Optimization  Knowledge  Action  Medical  PDF
• 2021-04-03 MMBERT: Multimodal BERT Pretraining for Improved Medical VQA    Yash Khare, Viraj Bagal, Minesh Mathew, Adithi Devi, U Deva Priyakumar, CV Jawahar arXiv_CV arXiv_CV  Transformer  Bert  Self-Supervised  Pose  VQA  Attention  Medical  Caption  Language_Model  QA  PDF
• 2021-04-03 DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images    Joy Hsu, Wah Chiu, Serena Yeung arXiv_CV arXiv_CV  Segmentation  Unsupervised  Knowledge  Self-Supervised  Pose  Medical  CNN  PDF
• 2021-04-02 Machine Learning based COVID-19 Detection from Smartphone Recordings: Cough, Breath and Speech    Madhurananda Pahar, Thomas Niesler arXiv_SD arXiv_SD  Speech  Detection  Medical  PDF
• 2021-04-02 Effect of depth order on iterative nested named entity recognition models    Perceval Wajsburt, Yoann Taillé, Xavier Tannier arXiv_CL arXiv_CL  Transformer  Recognition  Pose  Action  Medical  Prediction  PDF
• 2021-04-02 Use of 'off-the-shelf' information extraction algorithms in clinical informatics: a feasibility study of MetaMap annotation of Italian medical notes    Emma Chiaramello, Francesco Pinciroli, Alberico Bonalumi, Angelo Caroli, Gabriella Tognola arXiv_CL arXiv_CL  Pose  Action  Medical  PDF
• 2021-04-02 Multitask Recalibrated Aggregation Network for Medical Code Prediction    Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen arXiv_CL arXiv_CL  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2021-04-02 Explainable Artificial Intelligence on TimeSeries Data: A Survey    Thomas Rojat, Raphaël Puget, David Filliat, Javier Del Ser, Rodolphe Gelin, Natalia Díaz-Rodríguez arXiv_AI arXiv_AI  Survey  Deep_Learning  Attention  Medical  Autonomous  PDF
• 2021-04-02 Data Augmentation with Manifold Barycenters    Iaroslav Bespalov, Nazar Buzun, Oleg Kachan, Dmitry V. Dylov arXiv_CV arXiv_CV  Segmentation  Knowledge  Adversarial  Pose  Detection  GAN  Medical  PDF
• 2021-04-02 Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation    Alessandra Lumini, Loris Nanni, Gianluca Maguolo arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Detection  Medical  CNN  Autonomous  PDF
• 2021-04-01 Formal Methods for the Informal Engineer: Workshop Recommendations    Gopal Sarma, James Koppel, Gregory Malecha, Patrick Schultz, Eric Drexler, Ramana Kumar, Cody Roux, Philip Zucker arXiv_AI arXiv_AI  Recognition  GAN  Medical  Recommendation  PDF
• 2021-04-01 Model Selection's Disparate Impact in Real-World Deep Learning Applications    Jessica Zosa Forde, A. Feder Cooper, Kweku Kwegyir-Aggrey, Chris De Sa, Michael Littman arXiv_AI arXiv_AI  Deep_Learning  Attention  Medical  PDF
• 2021-03-31 State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images    Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Contour  Medical  Prediction  PDF
• 2021-03-31 Passive Inter-Photon Imaging    Atul Ingle, Trevor Seets, Mauro Buttafava, Shantanu Gupta, Alberto Tosi, Mohit Gupta, Andreas Velten arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-03-31 FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation    Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  Attention  Medical  CNN  Prediction  PDF
• 2021-03-31 Training robust deep learning models for medical imaging tasks with spectral decoupling    Joona Pohjonen, Carolin Stürenberg, Antti Rannikko, Tuomas Mirtti, Esa Pitkänen arXiv_CV arXiv_CV  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-03-31 Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support    Wojciech Ozga, Do Le Quoc, Christof Fetzer arXiv_AI arXiv_AI  Medical  Inference  PDF
• 2021-03-30 HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images    Saverio Vadacchino, Raghav Mehta, Nazanin Mohammadi Sepahvand, Brennan Nichyporuk, James J. Clark, Tal Arbel arXiv_CV arXiv_CV  Segmentation  Knowledge  Adversarial  Pose  Medical  Activity  Inference  PDF
• 2021-03-30 Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training    Yunhe Gao, Zhiqiang Tang, Mu Zhou, Dimitris Metaxas arXiv_CV arXiv_CV  Segmentation  3D  Optimization  Knowledge  Adversarial  Pose  Classification  GAN  Medical  PDF
• 2021-03-30 Assessing the Role of Random Forests in Medical Image Segmentation    Dennis Hartmann, Dominik Müller, Iñaki Soto-Rey, Frank Kramer arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-03-30 Neural Transformation Learning for Deep Anomaly Detection Beyond Images    Chen Qiu, Timo Pfrommer, Marius Kloft, Stephan Mandt, Maja Rudolph arXiv_AI arXiv_AI  Self-Supervised  Detection  Medical  PDF
• 2021-03-30 Causal Hidden Markov Model for Time Series Disease Forecasting    Jing Li, Botong Wu, Xinwei Sun, Yizhou Wang arXiv_CV arXiv_CV  Pose  Relation  Medical  Prediction  PDF
• 2021-03-30 Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation    Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Pose  Relation  GAN  Medical  PDF
• 2021-03-30 Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study    Jiahao Lu, Johan Öfverstedt, Joakim Lindblad, Nataša Sladoje arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-03-30 Adversarially learned iterative reconstruction for imaging inverse problems    Subhadip Mukherjee, Ozan Öktem, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Adversarial  Pose  Medical  PDF
• 2021-03-30 Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays    Xiaosong Wang, Ziyue Xu, Leo Tam, Dong Yang, Daguang Xu arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Self-Supervised  Pose  Classification  Medical  Language_Model  PDF
• 2021-03-30 I-ODA, Real-World Multi-modal Longitudinal Data for OphthalmicApplications    Nooshin Mojab, Vahid Noroozi, Abdullah Aleem, Manoj P. Nallabothula, Joseph Baker, Dimitri T. Azar, Mark Rosenblatt, RV Paul Chan, Darvin Yi, Philip S. Yu, Joelle A. Hallak arXiv_CV arXiv_CV  Medical  PDF
• 2021-03-30 Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures    Juan Carlos Angeles Ceron, Leonardo Chang, Gilberto Ochoa-Ruiz, Sharib Ali arXiv_AI arXiv_AI  Segmentation  Tracking  Pose  Detection  Object_Detection  Attention  Medical  PDF
• 2021-03-29 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation    Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Medical  PDF
• 2021-03-29 Tasting the cake: evaluating self-supervised generalization on out-of-distribution multimodal MRI data    Alex Fedorov, Eloy Geenjaar, Lei Wu, Thomas P. DeRamus, Vince D. Calhoun, Sergey M. Plis arXiv_CV arXiv_CV  Self-Supervised  Medical  PDF
• 2021-03-29 Comparison of different convolutional neural network activa-tion functions and methods for building ensembles    Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci arXiv_AI arXiv_AI  Pose  Classification  Attention  Medical  CNN  PDF
• 2021-03-29 DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation    Junfei Xiao, Lequan Yu, Lei Xing, Alan Yuille, Yuyin Zhou arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Face  Medical  PDF
• 2021-03-29 IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction    Anees Kazi, Soroush Farghadani, Nassir Navab arXiv_CV arXiv_CV  Pose  Attention  Medical  CNN  Prediction  PDF
• 2021-03-29 Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis    Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Pose  Quantitative  Deep_Learning  GAN  Medical  PDF
• 2021-03-28 Image Processing Techniques for identifying tumors in an MRI image    Jacob John arXiv_CV arXiv_CV  Survey  Detection  Medical  PDF
• 2021-03-28 TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding    Biplob Biswas, Thai-Hoang Pham, Ping Zhang arXiv_CL arXiv_CL  Transformer  RNN  Pose  Classification  Attention  Medical  Prediction  PDF
• 2021-03-27 Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future    Teofilo E. Zosa arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Deep_Learning  Medical  PDF
• 2021-03-27 Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data    Alvaro Fernandez-Quilez, Steinar Valle Larsen, Morten Goodwin, Thor Ole Gulsurd, Svein Reidar Kjosavik, Ketil Oppedal arXiv_CV arXiv_CV  Segmentation  Adversarial  Deep_Learning  Detection  Relation  GAN  Medical  PDF
• 2021-03-27 You Can Do Better! If You Elaborate the Reason When Making Prediction    Dongfang Li, Jingcong Tao, Qingcai Chen, Baotian Hu arXiv_CL arXiv_CL  Pose  Medical  Inference  Language_Model  Prediction  PDF
• 2021-03-26 Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks    Loris Nanni, Gianluca Maguolo, Alessandra Lumini arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Pose  Medical  CNN  PDF
• 2021-03-26 Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings    Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk arXiv_CV arXiv_CV  Segmentation  Embedding  Transfer_Learning  3D  Sparse  Self-Supervised  Pose  Medical  PDF
• 2021-03-26 Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond    Zhishen Huang, Siqi Ye, Michael T. McCann, Saiprasad Ravishankar arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Review  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-03-26 MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning    Akshay Smit, Damir Vrabac, Yujie He, Andrew Y. Ng, Andrew L. Beam, Pranav Rajpurkar arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-26 Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation    Muhammad Islam, Kaleem Nawaz Khan, Muhammad Salman Khan arXiv_CV arXiv_CV  Segmentation  3D  Deep_Learning  GAN  Medical  Matching  PDF
• 2021-03-26 Mixing-AdaSIN: Constructing a de-biased dataset using Adaptive Structural Instance Normalization and texture Mixing    Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-03-25 Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19    Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Denoising  Medical  PDF
• 2021-03-25 Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images    Muyi Sun, Guanhong Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-03-25 Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review    Mingquan Lin, Jacob Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang arXiv_CV arXiv_CV  Unsupervised  Review  Medical  PDF
• 2021-03-25 Test-Time Training for Deformable Multi-Scale Image Registration    Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie arXiv_CV arXiv_CV  Segmentation  Tracking  3D  Deep_Learning  Relation  Medical  PDF
• 2021-03-25 Task-Oriented Low-Dose CT Image Denoising    Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan arXiv_CV arXiv_CV  Enhancement  Knowledge  Deep_Learning  Denoising  Medical  PDF
• 2021-03-25 Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification    Abdullah Ahmed, Adeel Abbasi, Carsten Eickhoff arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  RNN  Pose  Action  Deep_Learning  Medical  PDF
• 2021-03-24 Addressing catastrophic forgetting for medical domain expansion    Sharut Gupta, Praveer Singh, Ken Chang, Liangqiong Qu, Mehak Aggarwal, Nishanth Arun, Ashwin Vaswani, Shruti Raghavan, Vibha Agarwal, Mishka Gidwani, Katharina Hoebel, Jay Patel, Charles Lu, Christopher P. Bridge, Daniel L. Rubin, Jayashree Kalpathy-Cramer arXiv_AI arXiv_AI  Deep_Learning  Medical  PDF
• 2021-03-24 3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI    Alex Chang, Vinith Suriyakumar, Abhishek Moturu, James Tu, Nipaporn Tewattanarat, Sayali Joshi, Andrea Doria, Anna Goldenberg arXiv_CV arXiv_CV  Unsupervised  3D  Pose  Detection  Medical  PDF
• 2021-03-24 Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images    Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao arXiv_CV arXiv_CV  Pose  Relation  Medical  PDF
• 2021-03-24 A Survey of Multimedia Technologies and Robust Algorithms    Zijian Kuang, Xinran Tie arXiv_CV arXiv_CV  Tracking  Recognition  Bert  Pose  Survey  Deep_Learning  Medical  PDF
• 2021-03-24 A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control    Anh Tuan Nguyen, Markus W. Drealan, Diu Khue Luu, Ming Jiang, Jian Xu, Jonathan Cheng, Qi Zhao, Edward W. Keefer, Zhi Yang arXiv_AI arXiv_AI  RNN  Pose  Deep_Learning  Medical  Autonomous  Inference  PDF
• 2021-03-24 Drug Recommendation System based on Sentiment Analysis of Drug Reviews using Machine Learning    Satvik Garg arXiv_AI arXiv_AI  Review  Classification  Sentiment  Medical  Language_Model  Recommendation  PDF
• 2021-03-23 Partial Matching in the Space of Varifolds    Pierre-Louis Antonsanti, Joan Glaunès, Thomas Benseghir, Vincent Jugnon, Irène Kaltenmark arXiv_CV arXiv_CV  Reconstruction  Embedding  3D  Face  Medical  Matching  PDF
• 2021-03-23 Roughness Index and Roughness Distance for Benchmarking Medical Segmentation    Vidhiwar Singh Rathour, Kashu Yamakazi, T. Hoang Ngan Le arXiv_CV arXiv_CV  Segmentation  Pose  Face  Quantitative  Medical  PDF
• 2021-03-23 Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval    Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, Masamichi Takahashi, Akiko Nakagawa, Tatsuya Harada, Ryuji Hamamoto arXiv_CV arXiv_CV  Quantization  Image_Retrieval  Pose  Quantitative  Medical  PDF
• 2021-03-23 Detecting cognitive decline using speech only: The ADReSSo Challenge    Saturnino Luz, Fasih Haider, Sofia de la Fuente, Davida Fromm, Brian MacWhinney arXiv_CL arXiv_CL  Speech  Classification  Detection  Medical  Inference  Prediction  PDF
• 2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning    Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Medical  CNN  PDF
• 2021-03-22 Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps    Satvik Garg, Somya Garg arXiv_AI arXiv_AI  NAS  Salient  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-03-22 Edge Intelligence for Empowering IoT-based Healthcare Systems    Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap, Mohsen Guizani arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-03-22 Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records    Aynur Guluzade, Endri Kacupaj, Maria Maleshkova arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Medical  Prediction  PDF
• 2021-03-22 Triage and diagnosis of COVID-19 from medical social media    Abul Hasan, Mark Levene, David Weston, Renate Fromson, Nicolas Koslover, Tamara Levene arXiv_CL arXiv_CL  Unsupervised  Action  Relation  Medical  PDF
• 2021-03-22 Automatic Pulmonary Artery and Vein Separation Algorithm Based on Multitask Classification Network and Topology Reconstruction in Chest CT Images    Lin Pan, Yaoyong Zheng, Liqin Huang, Liuqing Chen, Zhen Zhang, Rongda Fu, Bin Zheng, Shaohua Zheng arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  Relation  Medical  PDF
• 2021-03-22 Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation    João B. S. Carvalho, João A. Santinha, Đorđe Miladinović, Joachim M. Buhmann arXiv_CV arXiv_CV  Segmentation  Medical  CNN  PDF
• 2021-03-22 Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Classification in Imbalanced Data Sets    Aqsa Saeed Qureshi, Teemu Roos arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-03-22 Deep Neural Networks Learn Meta-Structures to Segment Fluorescence Microscopy Images    Yaoru Luo, Guole Liu, Wenjing Li, Yuanhao Guo, Ge Yang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Medical  PDF
• 2021-03-22 Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$ell_4$Net    Yawen Huang, Feng Zheng, Danyang Wang, Weilin Huang, Matthew R. Scott, Ling Shao arXiv_CV arXiv_CV  Unsupervised  Optimization  Pose  Medical  PDF
• 2021-03-21 MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation    Marta B.M. Ranzini, Lucas Fidon, Sébastien Ourselin, Marc Modat, Tom Vercauteren arXiv_CV arXiv_CV  Reconstruction  Segmentation  Super_Resolution  3D  Pose  Deep_Learning  Medical  PDF
• 2021-03-21 Multi-view analysis of unregistered medical images using cross-view transformers    Gijs van Tulder, Yao Tong, Elena Marchiori arXiv_CV arXiv_CV  Transformer  Medical  PDF
• 2021-03-19 BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients    Yun Zhao, Qinghang Hong, Xinlu Zhang, Yu Deng, Yuqing Wang, Linda Petzold arXiv_AI arXiv_AI  Transformer  Bert  Deep_Learning  Relation  Attention  Medical  Prediction  PDF
• 2021-03-19 Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline    Long Xie, Laura E.M. Wisse, Jiancong Wang, Sadhana Ravikumar, Trevor Glenn, Anica Luther, Sydney Lim, David A. Wolk, Paul A. Yushkevich arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2021-03-19 GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images    Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong Tae Kim, Nassir Navab arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-03-19 Variational Knowledge Distillation for Disease Classification in Chest X-Rays    Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  Image_Classification  Inference  PDF
• 2021-03-19 There and Back Again: Self-supervised Multispectral Correspondence Estimation    Celyn Walters (1), Oscar Mendez (1), Mark Johnson, Richard Bowden (1) ((1) CVSSP, University of Surrey) arXiv_CV arXiv_CV  Self-Supervised  Medical  Autonomous  PDF
• 2021-03-18 UNETR: Transformers for 3D Medical Image Segmentation    Ali Hatamizadeh, Dong Yang, Holger Roth, Daguang Xu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  3D  Pose  Medical  CNN  Prediction  PDF
• 2021-03-18 Image Synthesis for Data Augmentation in Medical CT using DeepReinforcement Learning    Arjun Krishna, Kedar Bartake, Chuang Niu, Ge Wang, Youfang Lai, Xun Jia, Klaus Mueller arXiv_CV arXiv_CV  Reconstruction  Reinforcement_Learning  Pose  Deep_Learning  Medical  PDF
• 2021-03-18 Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography using Particle Belief Propagation    Hendrik Hachmann, Benjamin Krüger, Bodo Rosenhahn, Waldo Nogueira arXiv_CV arXiv_CV  Knowledge  Pose  Medical  Inference  PDF
• 2021-03-18 How I failed machine learning in medical imaging -- shortcomings and recommendations    Gaël Varoquaux, Veronika Cheplygina arXiv_CV arXiv_CV  Review  Medical  Recommendation  PDF
• 2021-03-18 A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation    Qinji Yu, Kang Dang, Nima Tajbakhsh, Demetri Terzopoulos, Xiaowei Ding arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Few-Shot  GAN  Medical  PDF
• 2021-03-18 Topology-Aware Segmentation Using Discrete Morse Theory    Xiaoling Hu, Yusu Wang, Li Fuxin, Dimitris Samaras, Chao Chen arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-03-18 CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays    Emma Chen, Andy Kim, Rayan Krishnan, Jin Long, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Classification  Deep_Learning  Medical  Inference  Prediction  PDF
• 2021-03-17 HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification    Yanlun Tu, Houchao Lei, Wei Long, Yang Yang arXiv_CV arXiv_CV  Pose  Action  Classification  Medical  CNN  Image_Classification  PDF
• 2021-03-17 Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Data    Dominik Drees, Xiaoyi Jiang arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Action  Quantitative  Medical  PDF
• 2021-03-16 Using a Personal Health Library-Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data    Nariman Ammar, James E Bailey, Robert L Davis, Arash Shaban-Nejad arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Medical  Recommendation  PDF
• 2021-03-16 Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet    Nisarg A. Shah, Divij Gupta, Romil Lodaya, Ujjwal Baid, Sanjay Talbar arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  Inference  PDF
• 2021-03-16 Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation    Chenxin Li, Yunlong Zhang, Jiongcheng Li, Yue Huang, Xinghao Ding arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Detection  Medical  PDF
• 2021-03-16 Invertible Residual Network with Regularization for Effective Medical Image Segmentation    Kashu Yamazaki, Vidhiwar Singh Rathour, T.Hoang Ngan Le arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Pose  Medical  CNN  PDF
• 2021-03-16 Unsupervised anomaly detection in digital pathology using GANs    Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Detection  GAN  Medical  Prediction  PDF
• 2021-03-15 Deep Learning for Chest X-ray Analysis: A Survey    Ecem Sogancioglu, Erdi Çallı, Bram van Ginneken, Kicky G. van Leeuwen, Keelin Murphy arXiv_CV arXiv_CV  Segmentation  Review  Survey  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-03-15 Is Medical Chest X-ray Data Anonymous?    Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  Re-identification  Medical  PDF
• 2021-03-15 Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation    Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Adversarial  Pose  Contrastive_Learning  Medical  Matching  PDF
• 2021-03-15 Cascaded Feature Warping Network for Unsupervised Medical Image Registration    Liutong Zhang, Lei Zhou, Ruiyang Li, Xianyu Wang, Boxuan Han, Hongen Liao arXiv_CV arXiv_CV  Unsupervised  Pose  Medical  PDF
• 2021-03-15 Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning    Jafar Abdollahi, Amir Jalili Irani, Babak Nouri-Moghaddam arXiv_AI arXiv_AI  RNN  Deep_Learning  Medical  PDF
• 2021-03-15 Feature selection for medical diagnosis: Evaluation for using a hybrid Stacked-Genetic approach in the diagnosis of heart disease    Jafar Abdollahi, Babak Nouri-Moghaddam arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2021-03-14 Principled Ultrasound Data Augmentation for Classification of Standard Planes    Lok Hin Lee, Yuan Gao, J. Alison Noble arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-03-13 A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines    Avner Hatsek, Yuval Shahar arXiv_AI arXiv_AI  Knowledge  Pose  Action  Detection  Medical  PDF
• 2021-03-12 Geodesic B-Score for Improved Assessment of Knee Osteoarthritis    Felix Ambellan, Stefan Zachow, Christoph von Tycowicz arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-03-11 Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets    Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William Wells III, Matthew Toews arXiv_CV arXiv_CV  3D  Pose  Relation  Medical  PDF
• 2021-03-11 An unsupervised deep learning framework for medical image denoising    Swati Rai, Jignesh S. Bhatt, S. K. Patra arXiv_CV arXiv_CV  Unsupervised  3D  Sparse  Pose  Deep_Learning  Denoising  Medical  PDF
• 2021-03-11 Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study    Shaoxiong Ji, Matti Hölttä, Pekka Marttinen arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Bert  Pose  Action  Quantitative  Attention  Medical  Language_Model  Prediction  PDF
• 2021-03-10 Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient    Florian Kofler, Ivan Ezhov, Fabian Isensee, Fabian Balsiger, Christoph Berger, Maximilian Koerner, Johannes Paetzold, Hongwei Li, Suprosanna Shit, Richard McKinley, Spyridon Bakas, Claus Zimmer, Donna Ankerst, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-03-10 Weak labels and anatomical knowledge: making deep learning practical for intracranial aneurysm detection in TOF-MRA    Tommaso Di Noto, Guillaume Marie, Sebastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi arXiv_CV arXiv_CV  Segmentation  Knowledge  Deep_Learning  Detection  Medical  Inference  PDF
• 2021-03-10 Techniques for Jointly Extracting Entities and Relations: A Survey    Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar arXiv_CL arXiv_CL  Knowledge  Survey  Action  Relation  Relation_Extraction  Medical  Inference  PDF
• 2021-03-10 U-Net Transformer: Self and Cross Attention for Medical Image Segmentation    Olivier Petit, Nicolas Thome, Clément Rambour, Luc Soler arXiv_CV arXiv_CV  Transformer  Segmentation  Action  Attention  Medical  PDF
• 2021-03-10 Knowledge-based Extraction of Cause-Effect Relations from Biomedical Text    Sachin Pawar, Ravina More, Girish K. Palshikar, Pushpak Bhattacharyya, Vasudeva Varma arXiv_CL arXiv_CL  Unsupervised  Knowledge  Pose  Action  Relation  Medical  PDF
• 2021-03-10 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space    Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Segmentation  Pose  Medical  Prediction  PDF
• 2021-03-10 Oversampling errors in multimodal medical imaging are due to the Gibbs effect    Davide Poggiali, Diego Cecchin, Cristina Campi, Stefano De Marchi arXiv_CV arXiv_CV  Medical  PDF
• 2021-03-10 TransMed: Transformers Advance Multi-modal Medical Image Classification    Yin Dai, Yifan Gao arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Pose  Classification  Detection  Relation  Medical  CNN  Image_Classification  PDF
• 2021-03-10 Fusing Medical Image Features and Clinical Features with Deep Learning for Computer-Aided Diagnosis    Songxiao Yang, Xiabi Liu, Zhongshu Zheng, Wei Wang, Xiaohong Ma arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-03-10 Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance    Joshua R. Minot, Nicholas Cheney, Marc Maier, Danne C. Elbers, Christopher M. Danforth, Peter Sheridan Dodds arXiv_CL arXiv_CL  Bert  Classification  Relation  Medical  Language_Model  PDF
• 2021-03-09 SimTriplet: Simple Triplet Representation Learning with a Single GPU    Quan Liu, Peter C. Louis, Yuzhe Lu, Aadarsh Jha, Mengyang Zhao, Ruining Deng, Tianyuan Yao, Joseph T. Roland, Haichun Yang, Shilin Zhao, Lee E. Wheless, Yuankai Huo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2021-03-09 Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation    K. Ruwani M. Fernando, Chris P. Tsokos arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Review  Deep_Learning  Medical  Prediction  PDF
• 2021-03-09 Deep Learning based 3D Segmentation: A Survey    Yong He, Hongshan Yu, Xiaoyan Liu, Zhengeng Yang, Wei Sun, Yaonan Wang, Qiang Fu, Yanmei Zou, Ajmal Main arXiv_CV arXiv_CV  Segmentation  3D  Survey  Deep_Learning  Attention  Medical  Autonomous  PDF
• 2021-03-09 Towards New Multiwavelets: Associated Filters and Algorithms. Part I: Theoretical Framework and Investigation of Biomedical Signals, ECG and Coronavirus Cases    Malika Jallouli, Makerem Zemni, Anouar Ben Mabrouk, Mohamed Ali Mahjoub arXiv_CV arXiv_CV  Reconstruction  Pose  Medical  PDF
• 2021-03-09 Stabilized Medical Image Attacks    Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV  Adversarial  Pose  Medical  CNN  Prediction  PDF
• 2021-03-09 Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics    Bingxin Gu, Mingyuan Meng, Lei Bi, Jinman Kim, David Dagan Feng, Shaoli Song arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-03-09 Enhancing Medical Image Registration via Appearance Adjustment Networks    Mingyuan Meng, Lei Bi, Michael Fulham, David Dagan Feng, Jinman Kim arXiv_AI arXiv_AI  Unsupervised  3D  Optimization  Pose  Deep_Learning  Medical  PDF
• 2021-03-08 Fast and Effective Biomedical Entity Linking Using a Dual Encoder    Rajarshi Bhowmik, Karl Stratos, Gerard de Melo arXiv_CL arXiv_CL  Bert  Pose  Detection  Medical  PDF
• 2021-03-08 A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI    Jamie Andrew Duell arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2021-03-08 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization    Jizong Peng, Marco Pedersoli, Christian Desrosiers arXiv_CV arXiv_CV  Image_Caption  Segmentation  Embedding  Regularization  Pose  Deep_Learning  Medical  PDF
• 2021-03-08 Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation    Yichi Zhang, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Face  Deep_Learning  Attention  Medical  PDF
• 2021-03-08 You Only Learn Once: Universal Anatomical Landmark Detection    Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-03-08 One-Shot Medical Landmark Detection    Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  Medical  Prediction  PDF
• 2021-03-08 Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets    Pengbo Liu, Li Xiao, S. Kevin Zhou arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  GAN  Medical  PDF
• 2021-03-07 TransBTS: Multimodal Brain Tumor Segmentation Using Transformer    Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  Medical  Image_Classification  Prediction  PDF
• 2021-03-07 High-Resolution Segmentation of Tooth Root Fuzzy Edge Based on Polynomial Curve Fitting with Landmark Detection    Yunxiang Li, Yifan Zhang, Yaqi Wang, Shuai Wang, Ruizi Peng, Kai Tang, Qianni Zhang, Jun Wang, Qun Jin, Lingling Sun arXiv_CV arXiv_CV  Segmentation  Pose  Face  Detection  Medical  PDF
• 2021-03-07 Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy    Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott Howard arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Deep_Learning  Detection  Denoising  Medical  CNN  PDF
• 2021-03-07 Deep learning-based super-resolution fluorescence microscopy on small datasets    Varun Mannam, Yide Zhang, Xiaotong Yuan, Scott Howard arXiv_CV arXiv_CV  Super_Resolution  Action  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-03-07 Estimating and Improving Fairness with Adversarial Learning    Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-03-06 Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations    Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze arXiv_AI arXiv_AI  Image_Caption  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-03-06 Noisy Label Learning for Large-scale Medical Image Classification    Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-03-06 Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images    Chentian Li, Chi Ma, William W. Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  3D  Knowledge  Pose  Action  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-03-06 NeRD: Neural Representation of Distribution for Medical Image Segmentation    Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh Nguyen, Yi Wang arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-03-05 Interpolation of CT Projections by Exploiting Their Self-Similarity and Smoothness    Davood Karimi, Rabab K. Ward arXiv_CV arXiv_CV  Reconstruction  Restoration  Pose  Attention  Medical  PDF
• 2021-03-05 Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation    Devavrat Tomar, Manana Lortkipanidze, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Unsupervised  Adversarial  Pose  Attention  Medical  CNN  PDF
• 2021-03-05 Deep reinforcement learning in medical imaging: A literature review    S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen, Nicholas Ayache arXiv_CV arXiv_CV  NAS  Segmentation  Reinforcement_Learning  Optimization  Gesture  Review  Action  Detection  Medical  PDF
• 2021-03-05 FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation    Cosmin I. Bercea, Benedikt Wiestler, Daniel Rueckert, Shadi Albarqouni arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Knowledge  Pose  Detection  Medical  PDF
• 2021-03-05 Peer Learning for Skin Lesion Classification    Tariq Bdair, Nassir Navab, Shadi Albarqouni arXiv_CV arXiv_CV  Pose  Classification  Detection  Medical  PDF
• 2021-03-05 Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification    Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Medical  PDF
• 2021-03-05 labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds    Christoph Sager, Patrick Zschech, Niklas Kühl arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Detection  Object_Detection  Medical  Autonomous  PDF
• 2021-03-05 Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network    Balzategui Julen, Eciolaza Luka, Maestro-Watson Daniel arXiv_CV arXiv_CV  Adversarial  Pose  Detection  GAN  Medical  PDF
• 2021-03-05 Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack    Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang arXiv_AI arXiv_AI  Adversarial  Pose  Quantitative  Classification  Deep_Learning  Relation  Medical  Inference  PDF
• 2021-03-05 Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images    Yu Tian, Guansong Pang, Fengbei Liu, Yuanhong chen, Seon Ho Shin, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  Medical  PDF
• 2021-03-04 Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data    Yijie Zhang, Tairan Liu, Manmohan Singh, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan arXiv_CV arXiv_CV  Reconstruction  Deep_Learning  Medical  PDF
• 2021-03-04 Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis    Aleksandar Vakanski, Min Xian arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Relation  Medical  PDF
• 2021-03-04 Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis    Yuzhe Lu, Aadarsh Jha, Yuankai Huo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Contrastive_Learning  Medical  PDF
• 2021-03-04 Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods    William Paul, Yinzhi Cao, Miaomiao Zhang, Phil Burlina arXiv_CV arXiv_CV  Adversarial  Pose  GAN  Medical  Inference  PDF
• 2021-03-04 Self-supervised deep convolutional neural network for chest X-ray classification    Matej Gazda, Jakub Gazda, Jan Plavka, Peter Drotar arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Medical  CNN  PDF
• 2021-03-04 Detecting Spurious Correlations with Sanity Tests for Artificial Intelligence Guided Radiology Systems    Usman Mahmood, Robik Shrestha, David D.B. Bates, Lorenzo Mannelli, Giuseppe Corrias, Yusuf Erdi, Christopher Kanan arXiv_CV arXiv_CV  Deep_Learning  Relation  Medical  PDF
• 2021-03-04 CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation    Yutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  GAN  Medical  CNN  PDF
• 2021-03-04 Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images    Juan E. Arco, Andrés Ortiz, Javier Ramírez, Francisco J. Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, M. Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan M. Górriz arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-03-04 Semi-supervised Left Atrium Segmentation with Mutual Consistency Training    Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Attention  Medical  Prediction  PDF
• 2021-03-04 Learning With Context Feedback Loop for Robust Medical Image Segmentation    Kibrom Berihu Girum, Gilles Créhange, Alain Lalande arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-03-04 A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image    Sifan Song, Daiyun Huang, Yalun Hu, Chunxiao Yang, Jia Meng, Fei Ma, Jiaming Zhang, Jionglong Su arXiv_AI arXiv_AI  Adversarial  Pose  Classification  GAN  Medical  PDF
• 2021-03-04 DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images    Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris Metaxas arXiv_CV arXiv_CV  Tracking  Unsupervised  Pose  Deep_Learning  Medical  Inference  PDF
• 2021-03-03 ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans    Cher Bass, Mariana da Silva, Carole Sudre, Logan Z. J. Williams, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson arXiv_CV arXiv_CV  Classification  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-03-03 Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review    Erim Yanik, Xavier Intes, Uwe Kruger, Pingkun Yan, David Miller, Brian Van Voorst, Basiel Makled, Jack Norfleet, Suvranu De arXiv_AI arXiv_AI  Review  Survey  Medical  PDF
• 2021-03-03 Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation    Ping Gong, Wenwen Yu, Qiuwen Sun, Ruohan Zhao, Junfeng Hu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Adversarial  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-03-03 Bulk Production Augmentation Towards Explainable Melanoma Diagnosis    Kasumi Obi, Quan Huu Cap, Noriko Umegaki-Arao, Masaru Tanaka, Hitoshi Iyatomi arXiv_AI arXiv_AI  Pose  Detection  Object_Detection  GAN  Medical  PDF
• 2021-03-03 A Multi-Modal Respiratory Disease Exacerbation Prediction Technique Based on a Spatio-Temporal Machine Learning Architecture    Rohan Tan Bhowmik arXiv_CV arXiv_CV  Tracking  RNN  Pose  Action  Classification  Detection  Medical  CNN  Prediction  PDF
• 2021-03-03 Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning    Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  Medical  PDF
• 2021-03-03 Design of an Affordable Prosthetic Arm Equipped with Deep Learning Vision-Based Manipulation    Alishba Imran, William Escobar, Freidoon Barez arXiv_AI arXiv_AI  Reinforcement_Learning  3D  Deep_Learning  Medical  PDF
• 2021-03-02 Uncertainty guided semi-supervised segmentation of retinal layers in OCT images    Suman Sedai, Bhavna Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel Schuman, Wollstein Gadi, Rahil Garnavi arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-03-02 Medical Imaging and Machine Learning    Rohan Shad, John P. Cunningham, Euan A. Ashley, Curtis P. Langlotz, William Hiesinger arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2021-03-02 Virufy: A Multi-Branch Deep Learning Network for Automated Detection of COVID-19    Ahmed Fakhry, Xinyi Jiang, Jaclyn Xiao, Gunvant Chaudhari, Asriel Han, Amil Khanzada arXiv_SD arXiv_SD  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-03-02 Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis    Adriano Lucieri, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI  Deep_Learning  Detection  Attention  Medical  Autonomous  PDF
• 2021-03-02 A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs    Feng-Yu Liu, Chih-Chi Chen, Shann-Ching Chen, Chien-Hung Liao arXiv_CV arXiv_CV  Pose  Boundary_Detection  Face  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-03-01 The Healthy States of America: Creating a Health Taxonomy with Social Media    Sanja Scepanovic, Luca Maria Aiello, Ke Zhou, Sagar Joglekar, Daniele Quercia arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-03-01 Assessing deep learning methods for the identification of kidney stones in endoscopic images    Francisco Lopez, Andres Varela, Oscar Hinojosa, Mauricio Mendez, Dinh-Hoan Trinh, Jonathan ElBeze, Jacques Hubert, Vincent Estrade, Miguel Gonzalez, Gilberto Ochoa, Christian Daul arXiv_CV arXiv_CV  Action  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-03-01 Latent linear dynamics in spatiotemporal medical data    Niklas Gunnarsson, Jens Sjölund, Thomas B. Schön arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Knowledge  Relation  Denoising  Medical  PDF
• 2021-03-01 Deep learning based geometric registration for medical images: How accurate can we get without visual features?    Lasse Hansen, Mattias P. Heinrich arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Deep_Learning  Medical  PDF
• 2021-02-28 Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation    Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge arXiv_CV arXiv_CV  Recognition  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-02-28 Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models    Jialin Peng, Ye Wang arXiv_CV arXiv_CV  Segmentation  Sparse  Review  Deep_Learning  Medical  PDF
• 2021-02-27 Lifelong Learning based Disease Diagnosis on Clinical Notes    Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-02-26 Convolution-Free Medical Image Segmentation using Transformers    Davood Karimi, Serge Vasylechko, Ali Gholipour arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Sparse  Pose  Action  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-02-26 Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge    Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Satoshi Kondo, Emanuele Colleoni, Beatrice van Amsterdam, Razeen Hussain, Raabid Hussain, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-02-26 A Meta-embedding-based Ensemble Approach for ICD Coding Prediction    Pavithra Rajendran, Alexandros Zenonos, Josh Spear, Rebecca Pope arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-02-26 MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures    Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng arXiv_AI arXiv_AI  NAS  Segmentation  Pose  Medical  PDF
• 2021-02-26 Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification    Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao arXiv_CV arXiv_CV  Knowledge  Pose  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2021-02-25 Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning    Anthony Sicilia, Xingchen Zhao, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Medical  PDF
• 2021-02-25 Spanish Biomedical and Clinical Language Embeddings    Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona De Gibert, Aitor Gonzalez-Agirre, Marta Villegas arXiv_AI arXiv_AI  Embedding  Medical  PDF
• 2021-02-25 Binary segmentation of medical images using implicit spline representations and deep learning    Oliver J.D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai, Ivar Stangeby arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-24 Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data    Yuqi Si, Elmer V Bernstam, Kirk Roberts arXiv_CL arXiv_CL  Transfer_Learning  Represenation_Learning  Pose  Medical  PDF
• 2021-02-24 Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation    Changfa Shi, Min Xian, Xiancheng Zhou, Haotian Wang, Heng-Da Cheng arXiv_CV arXiv_CV  Segmentation  3D  Pose  Quantitative  Medical  PDF
• 2021-02-23 Uncertainty-aware Generalized Adaptive CycleGAN    Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata arXiv_CV arXiv_CV  Unsupervised  Pose  Quantitative  Denoising  GAN  Medical  PDF
• 2021-02-23 Unsupervised Brain Anomaly Detection and Segmentation with Transformers    Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Action  Detection  Attention  GAN  Medical  PDF
• 2021-02-23 SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology    Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-02-23 Accelerating Recursive Partition-Based Causal Structure Learning    Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid arXiv_AI arXiv_AI  Pose  Relation  Attention  Medical  Autonomous  Prediction  PDF
• 2021-02-23 Model-Attentive Ensemble Learning for Sequence Modeling    Victor D. Bourgin, Ioana Bica, Mihaela van der Schaar arXiv_AI arXiv_AI  Relation  Attention  Medical  Prediction  PDF
• 2021-02-23 VisualCheXbert: Addressing the Discrepancy Between Radiology Report Labels and Image Labels    Saahil Jain, Akshay Smit, Steven QH Truong, Chanh DT Nguyen, Minh-Thanh Huynh, Mudit Jain, Victoria A. Young, Andrew Y. Ng, Matthew P. Lungren, Pranav Rajpurkar arXiv_CV arXiv_CV  Bert  Action  Medical  PDF
• 2021-02-22 Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs    Masuda Akter Tonima, Fatemeh Esfahani, Austin Dehart, Youmin Zhang arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-02-22 RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection    Shunjie Dong, Qianqian Yang, Yu Fu, Mei Tian, Cheng Zhuo arXiv_CV arXiv_CV  Pose  Detection  Medical  Prediction  PDF
• 2021-02-22 Post-hoc Overall Survival Time Prediction from Brain MRI    Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro arXiv_CV arXiv_CV  Segmentation  Salient  Medical  Prediction  PDF
• 2021-02-21 Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning    Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Restoration  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-02-21 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation    Yen Nhi Truong Vu, Richard Wang, Niranjan Balachandar, Can Liu, Andrew Y. Ng, Pranav Rajpurkar arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-02-21 Medical Transformer: Gated Axial-Attention for Medical Image Segmentation    Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2021-02-21 Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution    Ahlad Kumar, Harsh Vardhan Singh arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-21 Constrained Optimization for Training Deep Neural Networks Under Class Imbalance    Sara Sangalli, Ertunc Erdil, Andreas Hoetker, Olivio Donati, Ender Konukoglu arXiv_AI arXiv_AI  Optimization  Pose  Classification  Medical  Prediction  PDF
• 2021-02-21 Learning Deep Features for Shape Correspondence with Domain Invariance    Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian arXiv_CV arXiv_CV  Unsupervised  Pose  Medical  CNN  PDF
• 2021-02-21 CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation    Soham Gadgil, Mark Endo, Emily Wen, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Salient  Knowledge  Pose  Medical  PDF
• 2021-02-20 Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images    Andrei Iantsen, Dimitris Visvikis, Mathieu Hatt arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-02-20 Unsupervised Medical Image Alignment with Curriculum Learning    Mihail Burduja, Radu Tudor Ionescu arXiv_CV arXiv_CV  Unsupervised  3D  Knowledge  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-20 Knowledge-Base Enriched Word Embeddings for Biomedical Domain    Kishlay Jha arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Medical  PDF
• 2021-02-20 Hard-Attention for Scalable Image Classification    Athanasios Papadopoulos, Paweł Korus, Nasir Memon arXiv_CV arXiv_CV  Pose  Action  Classification  Attention  Medical  Image_Classification  Inference  Prediction  PDF
• 2021-02-19 A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective    Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, William Hamilton arXiv_AI arXiv_AI  Knowledge  Review  Knowledge_Graph  Pose  Action  Relation  Medical  Prediction  PDF
• 2021-02-19 Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking    Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan arXiv_RO arXiv_RO  Adversarial  Medical  PDF
• 2021-02-19 Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays    Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Medical  PDF
• 2021-02-19 ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising    Kanggeun Lee, Won-Ki Jeong arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Deep_Learning  Denoising  Medical  Matching  PDF
• 2021-02-19 To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making    Zana Buçinca, Maja Barbara Malaya, Krzysztof Z. Gajos arXiv_AI arXiv_AI  Medical  Recommendation  PDF
• 2021-02-18 Benefits of Linear Conditioning for Segmentation using Metadata    Andreanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-02-18 SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering    Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu arXiv_AI arXiv_AI  Knowledge  VQA  Medical  QA  PDF
• 2021-02-18 Domain Adaptation for Medical Image Analysis: A Survey    Hao Guan, Mingxia Liu arXiv_CV arXiv_CV  Unsupervised  Review  Survey  Attention  Medical  PDF
• 2021-02-18 Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays    Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari arXiv_AI arXiv_AI  Pose  GAN  Medical  Prediction  PDF
• 2021-02-18 Hierarchical Learning Using Deep Optimum-Path Forest    Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa arXiv_AI arXiv_AI  Handwriting  Pose  Deep_Learning  Medical  PDF
• 2021-02-18 From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention    Cansu Sen, Bingyang Ye, Javed Aslam, Amir Tahmasebi arXiv_AI arXiv_AI  Pose  Classification  Relation  Attention  Medical  Prediction  PDF
• 2021-02-18 NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation    Mohamed Amgad (1), Lamees A. Atteya (2), Hagar Hussein (3), Kareem Hosny Mohammed (4), Ehab Hafiz (5), Maha A.T. Elsebaie (6), Ahmed M. Alhusseiny (7), Mohamed Atef AlMoslemany (8), Abdelmagid M. Elmatboly (9), Philip A. Pappalardo (10), Rokia Adel Sakr (11), Pooya Mobadersany (1), Ahmad Rachid (12), Anas M. Saad (13), Ahmad M. Alkashash (14), Inas A. Ruhban (15), Anas Alrefai (12), Nada M. Elgazar (16), Ali Abdulkarim (17), Abo-Alela Farag (12), Amira Etman (8), Ahmed G. Elsaeed (16), Yahya Alagha (17), Yomna A. Amer (8), Ahmed M. Raslan (18), Menatalla K. Nadim (19), Mai A.T. Elsebaie (12), Ahmed Ayad (20), Liza E. Hanna (3), Ahmed Gadallah (12), Mohamed Elkady (21), Bradley Drumheller (22), David Jaye (22), David Manthey (23), David A. Gutman (24), Habiba Elfandy (25, 26), Lee A.D. Cooper (1, 27, 28) ((1) Department of Pathology, Northwestern University, Chicago, IL, USA, (2) Cairo Health Care Administration, Egyptian Ministry of Health, Cairo, Egypt, (3) Department of Pathology, Nasser institute for research and treatment, Cairo, Egypt, (4) Department of Pathology and Laboratory Medicine, University of Pennsylvania, PA, USA, (5) Department of Clinical Laboratory Research, Theodor Bilharz Research Institute, Giza, Egypt, (6) Department of Medicine, Cook County Hospital, Chicago, IL, USA, (7) Department of Pathology, Baystate Medical Center, University of Massachusetts, Springfield, MA, USA, (8) Faculty of Medicine, Menoufia University, Menoufia, Egypt, (9) Faculty of Medicine, Al-Azhar University, Cairo, Egypt, (10) Consultant for The Center for Applied Proteomics and Molecular Medicine (CAPMM), George Mason University, Manassas, VA, USA, (11) Department of Pathology, National Liver Institute, Menoufia University, Menoufia, Egypt, (12) Faculty of Medicine, Ain Shams University, Cairo, Egypt, (13) Cleveland Clinic Foundation, Cleveland, OH, USA, (14) Department of Pathology, Indiana University, Indianapolis, IN, USA, (15) Faculty of Medicine, Damascus University, Damascus, Syria, (16) Faculty of Medicine, Mansoura University, Mansoura, Egypt, (17) Faculty of Medicine, Cairo University, Cairo, Egypt, (18) Department of Anaesthesia and Critical Care, Menoufia University Hospital, Menoufia, Egypt, (19) Department of Clinical Pathology, Ain Shams University, Cairo, Egypt, (20) Research Department, Oncology Consultants, PA, Houston, TX, USA, (21) Siparadigm Diagnostic Informatics, Pine Brook, NJ, USA, (22) Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA, (23) Kitware Inc., Clifton Park, NY, USA, (24) Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA, (25) Department of Pathology, National Cancer Institute, Cairo, Egypt, (26) Department of Pathology, Children's Cancer Hospital Egypt CCHE 57357, Cairo, Egypt, (27) Lurie Cancer Center, Northwestern University, Chicago, IL, USA, (28) Center for Computational Imaging and Signal Analytics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA) arXiv_CV arXiv_CV  Segmentation  Embedding  Classification  Deep_Learning  Medical  PDF
• 2021-02-17 One-shot action recognition towards novel assistive therapies    Alberto Sabater, Laura Santos, Jose Santos-Victor, Alexandre Bernardino, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Quantitative  Few-Shot  Medical  Activity  CNN  PDF
• 2021-02-17 BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation    Xing Li, Haichun Yang, Jiaxin He, Aadarsh Jha, Agnes B. Fogo, Lee E. Wheless, Shilin Zhao, Yuankai Huo arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2021-02-17 A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images    Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-02-17 Coupled Feature Learning for Multimodal Medical Image Fusion    Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov, Esa Ollila arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Relation  Medical  PDF
• 2021-02-17 Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan    Essam A. Rashed, Sachiko Kodera, Hidenobu Shirakami, Ryotetsu Kawaguchi, Kazuhiro Watanabe, Akimasa Hirata arXiv_AI arXiv_AI  RNN  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-02-17 Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images    Sampa Misra, Seungwan Jeon, Ravi Managuli, Seiyon Lee, Gyuwon Kim, Seungchul Lee, Richard G Barr, Chulhong Kim arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-02-17 Performance of Automatic De-identification Across Different Note Types    Nicholas Dobbins, David Wayne, Kahyun Lee, Özlem Uzuner, Meliha Yetisgen arXiv_CL arXiv_CL  Medical  PDF
• 2021-02-16 Two-stage Geometric Information Guided Image Reconstruction    Jing Qin, Weihong Guo arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Compressive_Sensing  Medical  PDF
• 2021-02-16 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies    Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Attention  Medical  Language_Model  QA  PDF
• 2021-02-16 Moral Decision-Making in Medical Hybrid Intelligent Systems: A Team Design Patterns Approach to the Bias Mitigation and Data Sharing Design Problems    Jip van Stijn arXiv_AI arXiv_AI  Knowledge  Pose  Survey  Action  Medical  Autonomous  PDF
• 2021-02-16 TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation    Yundong Zhang, Huiye Liu, Qiang Hu arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Medical  CNN  Inference  PDF
• 2021-02-16 DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction    Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-02-16 A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection    Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang arXiv_AI arXiv_AI  Recognition  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-02-16 A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction    Fanwei Kong, Nathan Wilson, Shawn C. Shadden arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Pose  Face  Medical  CNN  Prediction  PDF
• 2021-02-15 PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume    Anjali Balagopal, Howard Morgan, Michael Dohopoloski, Ramsey Timmerman, Jie Shan, Daniel F. Heitjan, Wei Liu, Dan Nguyen, Raquibul Hannan, Aurelie Garant, Neil Desai, Steve Jiang arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Deep_Learning  Contour  Medical  PDF
• 2021-02-15 Learning image quality assessment by reinforcing task amenable data selection    Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-15 Plug-and-Play external and internal priors for image restoration    Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Pose  Medical  CNN  PDF
• 2021-02-14 Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images    Xiaobin Hu arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Quantitative  GAN  Medical  Matching  PDF
• 2021-02-13 Segmenting two-dimensional structures with strided tensor networks    Raghavendra Selvan, Erik B Dam, Jens Petersen arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-12 Blind stain separation using model-aware generative learning and its applications on fluorescence microscopy images    Xingyu Li arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Quantitative  Medical  PDF
• 2021-02-12 Technical Challenges for Training Fair Neural Networks    Valeriia Cherepanova, Vedant Nanda, Micah Goldblum, John P. Dickerson, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Pose  Medical  Prediction  PDF
• 2021-02-12 MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset    Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu arXiv_AI arXiv_AI  RNN  Deep_Learning  Medical  Prediction  PDF
• 2021-02-12 Robust White Matter Hyperintensity Segmentation on Unseen Domain    Xingchen Zhao, Anthony Sicilia, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang arXiv_CV arXiv_CV  Segmentation  Knowledge  Adversarial  Medical  Prediction  PDF
• 2021-02-12 Two Training Strategies for Improving Relation Extraction over Universal Graph    Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  Attention  Medical  PDF
• 2021-02-12 Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks    Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan arXiv_CV arXiv_CV  Reconstruction  RNN  Deep_Learning  Medical  CNN  Inference  PDF
• 2021-02-11 Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization    Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Embedding  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-02-11 COVID-19 detection from scarce chest x-ray image data using deep learning    Shruti Jadon arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2021-02-11 Unsupervised Extractive Summarization using Pointwise Mutual Information    Vishakh Padmakumar, He He arXiv_CL arXiv_CL  Unsupervised  Pose  Summarization  Medical  Language_Model  PDF
• 2021-02-11 Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels    Roberto Vega, Pouneh Gorji, Zichen Zhang, Xuebin Qin, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Jacob L. Jaremko, Russell Greiner arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-02-11 L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation    Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Medical  PDF
• 2021-02-11 Using exoskeletons to assist medical staff during prone positioning of mechanically ventilated COVID-19 patients: a pilot study    Serena Ivaldi (LARSEN), Pauline Maurice (LORIA), Waldez Gomes (LORIA), Jean Theurel (INRS (Vandoeuvre lès Nancy)), Liên Wioland (INRS (Vandoeuvre lès Nancy)), Jean-Jacques Atain-Kouadio (INRS (Vandoeuvre lès Nancy)), Laurent Claudon (INRS (Vandoeuvre lès Nancy)), Hind Hani (CUESim), Antoine Kimmoun (CHRU Nancy), Jean-Marc Sellal (CHRU Nancy), Bruno Levy (CHRU Nancy), Jean Paysant (CHRU Nancy), Sergueï Malikov (CHRU Nancy), Bruno Chenuel (CHRU Nancy), Nicla Settembre (CHRU Nancy) arXiv_AI arXiv_AI  Medical  PDF
• 2021-02-10 Generating Synthetic Text Data to Evaluate Causal Inference Methods    Zach Wood-Doughty, Ilya Shpitser, Mark Dredze arXiv_CL arXiv_CL  Pose  Medical  Inference  PDF
• 2021-02-10 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning    Fahdi Kanavati, Masayuki Tsuneki arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Attention  Medical  Inference  PDF
• 2021-02-10 Biomedical Question Answering: A Comprehensive Review    Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu arXiv_CL arXiv_CL  Knowledge  Review  Action  Medical  QA  PDF
• 2021-02-10 FLOP: Federated Learning on Medical Datasets using Partial Networks    Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin arXiv_CV arXiv_CV  Deep_Learning  GAN  Medical  PDF
• 2021-02-10 Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective    Rajendra P. Joshi, Neeraj Kumar arXiv_AI arXiv_AI  Optimization  Medical  Autonomous  PDF
• 2021-02-09 Deep Multilabel CNN for Forensic Footwear Impression Descriptor Identification    Marcin Budka, Akanda Wahid Ul Ashraf, Scott Neville, Alun Mackrill, Matthew Bennett arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Medical  PDF
• 2021-02-09 Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence    Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus Tönnies, Christian Hansen, Marko Rak arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  CNN  PDF
• 2021-02-09 Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels    Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-02-09 A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT    Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-02-08 A Mixed Focal Loss Function for Handling Class Imbalanced Medical Image Segmentation    Michael Yeung, Evis Sala, Carola-Bibiane Schönlieb, Leonardo Rundo arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2021-02-08 Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator for Medical Image Recovery    Moran Xu, Dianlin Hu, Weifei Wu, Weiwen Wu arXiv_CV arXiv_CV  Restoration  Optimization  Adversarial  Pose  Action  Attention  GAN  Medical  PDF
• 2021-02-08 TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation    Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  GAN  Medical  CNN  Prediction  PDF
• 2021-02-08 HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data    Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Face  Action  Relation  Medical  Prediction  PDF
• 2021-02-08 Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations    D. Fompeyrine, E. S. Vorm, N. Ricka, F. Rose, G. Pellegrin arXiv_AI arXiv_AI  Pose  Detection  Medical  Prediction  PDF
• 2021-02-07 Damage detection using in-domain and cross-domain transfer learning    Zaharah A. Bukhsh, Nils Jansen, Aaqib Saeed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  Medical  PDF
• 2021-02-06 Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection    Leena Mathur, Maja J Matarić arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Detection  Medical  PDF
• 2021-02-06 Drug Package Recommendation via Interaction-aware Graph Induction    Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Action  Medical  Recommendation  PDF
• 2021-02-06 A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring    Shanaka Ramesh Gunasekara, H.N.T.K.Kaldera, Maheshi B. Dissanayake arXiv_AI arXiv_AI  Edge_Detection  Segmentation  Pose  Action  Deep_Learning  Detection  Contour  Medical  CNN  PDF
• 2021-02-05 Scalable Robust Graph and Feature Extraction for Arbitrary Vessel Networks in Large Volumetric Datasets    Dominik Drees, Aaron Scherzinger, René Hägerling, Friedemann Kiefer, Xiaoyi Jiang arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Medical  PDF
• 2021-02-05 Measuring Utility and Privacy of Synthetic Genomic Data    Bristena Oprisanu, Georgi Ganev, Emiliano De Cristofaro arXiv_AI arXiv_AI  Salient  GAN  Medical  Inference  PDF
• 2021-02-05 3D Medical Multi-modal Segmentation Network Guided by Multi-source Correlation Constraint    Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan arXiv_CV arXiv_CV  Segmentation  3D  Pose  Relation  Attention  Medical  PDF
• 2021-02-05 Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning    Vincent M. D'Anniballe, Fakrul I. Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo arXiv_AI arXiv_AI  Embedding  RNN  Action  Classification  Deep_Learning  Attention  GAN  Medical  PDF
• 2021-02-04 Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images    Jiasong Chen, Linchen Qian, Timur Urakov, Weiyong Gu, Liang Liang arXiv_CV arXiv_CV  Reconstruction  Adversarial  Classification  Relation  Medical  CNN  PDF
• 2021-02-04 TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors    Umaseh Sivanesan, Luis H. Braga, Ranil R. Sonnadara, Kiret Dhindsa arXiv_CV arXiv_CV  Segmentation  Unsupervised  Deep_Learning  GAN  Medical  PDF
• 2021-02-04 Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction    Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, Suong Le, Wray Buntine arXiv_AI arXiv_AI  RNN  Pose  Relation  Attention  Medical  Prediction  PDF
• 2021-02-03 Variational Bayes survival analysis for unemployment modelling    Pavle Boškoski, Matija Perne, Martina Rameša, Biljana Mileva Boshkoska arXiv_AI arXiv_AI  Embedding  Pose  Medical  PDF
• 2021-02-03 Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation    Yuhang Ding, Xin Yu, Yi Yang arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Medical  PDF
• 2021-02-03 Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond    Guang Yang, Qinghao Ye, Jun Xia arXiv_AI arXiv_AI  Review  Pose  Survey  Quantitative  Deep_Learning  Medical  PDF
• 2021-02-03 Multi-Instance Learning by Utilizing Structural Relationship among Instances    Yangling Ma, Zhouwang Yang arXiv_CV arXiv_CV  Embedding  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-02-03 Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI    Tarun Kanti Ghosh, Md. Kamrul Hasan, Shidhartho Roy, Md. Ashraful Alam, Eklas Hossain, Mohiuddin Ahmad arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-02-03 TAD: Trigger Approximation based Black-box Trojan Detection for AI    Xinqiao Zhang, Huili Chen, Farinaz Koushanfar arXiv_AI arXiv_AI  Adversarial  Pose  Detection  Medical  Autonomous  PDF
• 2021-02-03 The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient    Yuval Shahar arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-02-02 A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks    Atefeh Shahroudnejad arXiv_AI arXiv_AI  Survey  Action  Deep_Learning  Medical  PDF
• 2021-02-02 Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles    Yili Hong, Jie Min, Caleb B. King, William Q. Meeker arXiv_AI arXiv_AI  Pose  Medical  Autonomous  Inference  PDF
• 2021-02-02 Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation    Rikiya Yamashita, Jin Long, Snikitha Banda, Jeanne Shen, Daniel L. Rubin arXiv_CV arXiv_CV  Image_Caption  Style_Transfer  Pose  Classification  Medical  PDF
• 2021-02-02 Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis    Yang Wen arXiv_CV arXiv_CV  Medical  PDF
• 2021-02-02 Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement    Jusang Lee, Minyoung Chung, Minkyung Lee, Yeong-Gil Shin arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Medical  CNN  PDF
• 2021-02-01 Diagnosis of Acute Poisoning Using Explainable Artificial Intelligence    Michael Chary, Ed W Boyer, Michele M Burns arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-02-01 Risk Aware and Multi-Objective Decision Making with Distributional Monte Carlo Tree Search    Conor F. Hayes, Mathieu Reymond, Diederik M. Roijers, Enda Howley, Patrick Mannion arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Medical  PDF
• 2021-02-01 Human-Robot Interaction: Applications    Abdel-Nasser Sharkawy arXiv_RO arXiv_RO  Knowledge  Review  Action  Detection  Medical  PDF
• 2021-02-01 Densely Connected Recurrent Residual Convolutional Neural Network for Segmentation of Lung CT Images    Kaushik Dutta arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-02-01 Few-shot Learning for CT Scan based COVID-19 Diagnosis    Yifan Jiang, Han Chen, David K. Han, Hanseok Ko arXiv_CV arXiv_CV  Sparse  Pose  Deep_Learning  Few-Shot  Medical  PDF
• 2021-01-31 SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation    Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2021-01-31 A new distance measure of Pythagorean fuzzy sets based on matrix and and its application in medical diagnosis    Yuanpeng He arXiv_AI arXiv_AI  Pose  Relation  Medical  PDF
• 2021-01-31 Ultrasound Image Classification using ACGAN with Small Training Dataset    Sudipan Saha, Nasrullah Sheikh arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-01-30 Advancing the AmbientGAN for learning stochastic object models    Weimin Zhou, Sayantan Bhadra, Frank J. Brooks, Jason L. Granstedt, Hua Li, Mark A. Anastasio arXiv_CV arXiv_CV  3D  Adversarial  Pose  GAN  Medical  PDF
• 2021-01-30 NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution    Radu Dogaru, Ioana Dogaru arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-01-30 ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation    Jiawei Zhang, Yanchun Zhang, Xiaowei Xu arXiv_CV arXiv_CV  Segmentation  Inpainting  Pose  Medical  PDF
• 2021-01-30 Taxonomic survey of Hindi Language NLP systems    Nikita P. Desai, Prof. (Dr.) Vipul K. Dabhi arXiv_AI arXiv_AI  Survey  Sentiment  Medical  PDF
• 2021-01-29 Belief function-based semi-supervised learning for brain tumor segmentation    Ling Huang, Su Ruan, Thierry Denoeux arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2021-01-29 Deep Triplet Hashing Network for Case-based Medical Image Retrieval    Jiansheng Fang, Huazhu Fu, Jiang Liu arXiv_CV arXiv_CV  Image_Retrieval  Pose  Classification  Attention  Medical  PDF
• 2021-01-28 Deep learning via LSTM models for COVID-19 infection forecasting in India    Rohitash Chandra, Ayush Jain, Divyanshu Singh Chauhan arXiv_AI arXiv_AI  RNN  Deep_Learning  Medical  PDF
• 2021-01-28 Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction    Jinjiang Guo, Jie Li, Dawei Leng, Lurong Pan arXiv_AI arXiv_AI  Knowledge  Pose  Action  Deep_Learning  Medical  Prediction  PDF
• 2021-01-28 A Taxonomy of Explainable Bayesian Networks    Iena Petronella Derks, Alta de Waal arXiv_AI arXiv_AI  Attention  GAN  Medical  Prediction  PDF
• 2021-01-27 Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis    Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen arXiv_AI arXiv_AI  Pose  Ontology  Relation  Attention  Medical  CNN  Prediction  PDF
• 2021-01-27 Deep Image Retrieval: A Survey    Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew arXiv_CV arXiv_CV  Enhancement  Image_Retrieval  Review  Pose  Survey  Deep_Learning  GAN  Medical  PDF
• 2021-01-27 Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention    Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-01-26 ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease    Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Classification  Medical  Prediction  PDF
• 2021-01-26 Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans    Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu arXiv_CV arXiv_CV  NAS  3D  Pose  Classification  Detection  Medical  PDF
• 2021-01-26 Medical Segment Coloring of Clinical Notes    Maha Alkhairy arXiv_CL arXiv_CL  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-01-26 Low Resource Recognition and Linking of Biomedical Concepts from a Large Ontology    Sunil Mohan, Rico Angell, Nick Monath, Andrew McCallum arXiv_CL arXiv_CL  Segmentation  Tracking  Recognition  Ontology  Medical  Prediction  PDF
• 2021-01-25 D-Net: Siamese based Network with Mutual Attention for Volume Alignment    Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez arXiv_CV arXiv_CV  Enhancement  3D  Action  Deep_Learning  Attention  Medical  PDF
• 2021-01-25 A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts    Katikapalli Subramanyam Kalyan, Sivanesan Sangeetha arXiv_CL arXiv_CL  Bert  Knowledge  Ontology  Relation  Medical  PDF
• 2021-01-25 UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading    Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Attilio Fiandrotti, Luca Bertero, Paola Cassoni, Marco Grangetto arXiv_AI arXiv_AI  Recognition  Classification  Medical  PDF
• 2021-01-25 Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study    K. E. Sengun, Y. T. Cetin, M.S Guzel, S. Can, E. Bostanci arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  GAN  Medical  PDF
• 2021-01-25 Weakly Supervised Thoracic Disease Localization via Disease Masks    Hyun-Woo Kim, Hong-Gyu Jung, Seong-Whan Lee arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-01-25 EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information    Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Action  Classification  Relation  Attention  Medical  Language_Model  PDF
• 2021-01-25 MadDog: A Web-based System for Acronym Identification and Disambiguation    Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen arXiv_CL arXiv_CL  Medical  PDF
• 2021-01-25 A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms    Chen Zhao, Haipeng Tang, Daniel McGonigle, Zhuo He, Chaoyang Zhang, Yu-Ping Wang, Hong-Wen Deng, Robert Bober, Weihua Zhou arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2021-01-24 Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model    Nilanjan Sinhababu, Rahul Saxena, Monalisa Sarma, Debasis Samanta arXiv_AI