Medical

Medical

• 2021-07-28 Toward Integrated Human-machine Intelligence for Civil Engineering: An Interdisciplinary Perspective    Cheng Zhang, Jinwoo Kim, JungHo Jeon, Jinding Xing, Changbum Ahn, Pingbo Tang, Hubo Cai arXiv_AI arXiv_AI  Knowledge  Review  Pose  Face  Classification  Medical  PDF
• 2021-07-28 Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation    Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu arXiv_AI arXiv_AI  Unsupervised  Pose  Classification  Medical  PDF
• 2021-07-28 A Proof-of-Concept Study of Artificial Intelligence Assisted Contour Revision    Ti Bai, Anjali Balagopal, Michael Dohopolski, Howard E. Morgan, Rafe McBeth, Jun Tan, Mu-Han Lin, David J. Sher, Dan Nguyen, Steve Jiang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Contour  Medical  PDF
• 2021-07-27 Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning    Reece Walsh, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M.Mohamed arXiv_AI arXiv_AI  Optimization  Sparse  Self-Supervised  Classification  Deep_Learning  Few-Shot  Medical  PDF
• 2021-07-27 Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT    Riqiang Gao, Mirza S. Khan, Yucheng Tang, Kaiwen Xu, Steve Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Bennett A. Landman arXiv_CV arXiv_CV  Pose  Medical  QA  PDF
• 2021-07-27 Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment    Othmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou arXiv_CV arXiv_CV  Reinforcement_Learning  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-07-27 Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning    Hoifung Poon, Hai Wang, Hunter Lang arXiv_AI arXiv_AI  Text_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action  Classification  Deep_Learning  Medical  Language_Model  PDF
• 2021-07-26 Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation    Hasib Zunair, A. Ben Hamza arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-07-25 Sensitivity and robustness analysis in Bayesian networks with the bnmonitor R package    Manuele Leonelli, Ramsiya Ramanathan, Rachel L. Wilkerson arXiv_AI arXiv_AI  Medical  PDF
• 2021-07-24 Stress Test Evaluation of Biomedical Word Embeddings    Vladimir Araujo, Andrés Carvallo, Carlos Aspillaga, Camilo Thorne, Denis Parra arXiv_AI arXiv_AI  Embedding  Recognition  Adversarial  Pose  Medical  Language_Model  PDF
• 2021-07-24 Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network    Xuetian Lai, Qiongyao Li, Ziyang Chen, Xiaopeng Shao, Jixiong Pu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Adversarial  Classification  GAN  Medical  CNN  Image_Classification  PDF
• 2021-07-24 Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions    Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao arXiv_AI arXiv_AI  Segmentation  Pose  Face  Attention  Medical  CNN  PDF
• 2021-07-23 Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?    Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Action  Deep_Learning  Attention  Medical  PDF
• 2021-07-23 Improving Early Sepsis Prediction with Multi Modal Learning    Fred Qin, Vivek Madan, Ujjwal Ratan, Zohar Karnin, Vishaal Kapoor, Parminder Bhatia, Taha Kass-Hout arXiv_CL arXiv_CL  Multi_Modal  Bert  Pose  Detection  Medical  Prediction  PDF
• 2021-07-22 Explainable artificial intelligence in deep learning-based medical image analysis    Bas H.M. van der Velden, Hugo J. Kuijf, Kenneth G.A. Gilhuijs, Max A. Viergever arXiv_CV arXiv_CV  Survey  Deep_Learning  Medical  PDF
• 2021-07-22 Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI    Alvaro Fernandez-Quilez, Trygve Eftestøl, Morten Goodwin, Svein Reidar Kjosavik, Ketil Oppedal arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-21 Reading Race: AI Recognises Patient's Racial Identity In Medical Images    Imon Banerjee, Ananth Reddy Bhimireddy, John L. Burns, Leo Anthony Celi, Li-Ching Chen, Ramon Correa, Natalie Dullerud, Marzyeh Ghassemi, Shih-Cheng Huang, Po-Chih Kuo, Matthew P Lungren, Lyle Palmer, Brandon J Price, Saptarshi Purkayastha, Ayis Pyrros, Luke Oakden-Rayner, Chima Okechukwu, Laleh Seyyed-Kalantari, Hari Trivedi, Ryan Wang, Zachary Zaiman, Haoran Zhang, Judy W Gichoya arXiv_CV arXiv_CV  Knowledge  Deep_Learning  Detection  Relation  Medical  PDF
• 2021-07-21 3D fluorescence microscopy data synthesis for segmentation and benchmarking    Dennis Eschweiler, Malte Rethwisch, Mareike Jarchow, Simon Koppers, Johannes Stegmaier arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Adversarial  Pose  Action  Deep_Learning  GAN  Medical  PDF
• 2021-07-21 Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation    Shuailin Li, Zhitong Gao, Xuming He arXiv_CV arXiv_CV  Segmentation  Relation  Medical  Prediction  PDF
• 2021-07-21 An artificial intelligence natural language processing pipeline for information extraction in neuroradiology    Henry Watkins, Robert Gray, Ashwani Jha, Parashkev Nachev arXiv_AI arXiv_AI  Action  Medical  Language_Model  PDF
• 2021-07-21 High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss    Guangyuan Li, Jun Lv, Xiangrong Tong, Chengyan Wang, Guang Yang arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Adversarial  Pose  Attention  GAN  Medical  PDF
• 2021-07-21 A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction    Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Adversarial  Pose  Quantitative  GAN  Medical  CNN  PDF
• 2021-07-21 TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation    Jiawei Yang, Yao Zhang, Yuan Liang, Yang Zhang, Lei He, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-07-21 Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation    Yao Zhang, Jiawei Yang, Jiang Tian, Zhongchao Shi, Cheng Zhong, Yang Zhang, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Attention  Medical  PDF
• 2021-07-20 Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions    Eoin Delaney, Derek Greene, Mark T. Keane arXiv_AI arXiv_AI  Pose  Detection  Attention  Medical  Prediction  PDF
• 2021-07-20 3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images    Sungmin Hong, Razvan Marinescu, Adrian V. Dalca, Anna K. Bonkhoff, Martin Bretzner, Natalia S. Rost, Polina Golland arXiv_CV arXiv_CV  Reconstruction  Enhancement  3D  Adversarial  Image_Enhancement  GAN  Medical  PDF
• 2021-07-20 Towards Privacy-preserving Explanations in Medical Image Analysis    H. Montenegro, W. Silva, J. S. Cardoso arXiv_CV arXiv_CV  Deep_Learning  GAN  Medical  PDF
• 2021-07-20 Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System    Shuang Ao, Xeno Acharya arXiv_CL arXiv_CL  Transfer_Learning  Regularization  Knowledge  Pose  Deep_Learning  Relation  GAN  Medical  Language_Model  PDF
• 2021-07-20 A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions    Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Diaz, Karim Lekadir arXiv_CV arXiv_CV  Segmentation  Review  Adversarial  Pose  Detection  GAN  Medical  PDF
• 2021-07-20 DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images    Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Deep_Learning  Medical  Prediction  Recommendation  PDF
• 2021-07-20 Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction    Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Knowledge  Self-Supervised  Classification  Medical  PDF
• 2021-07-20 MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning    Xueping Peng, and Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  RNN  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Ontology  Attention  Medical  Language_Model  Prediction  PDF
• 2021-07-20 Robust Deep Learning Frameworks for Acoustic Scene and Respiratory Sound Classification    Lam Pham arXiv_SD arXiv_SD  Embedding  Scene_Classification  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2021-07-19 Convolutional module for heart localization and segmentation in MRI    Daniel Lima, Catharine Graves, Marco Gutierrez, Bruno Brandoli, Jose Rodrigues-Jr arXiv_AI arXiv_AI  Segmentation  Pose  Action  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-07-19 Confidence Aware Neural Networks for Skin Cancer Detection    Donya Khaledyan, AmirReza Tajally, Reza Sarkhosh, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Deep_Learning  Detection  Attention  Medical  Inference  Prediction  PDF
• 2021-07-19 Deep Open Snake Tracker for Vessel Tracing    Li Chen, Wenjin Liu, Niranjan Balu, Mahmud Mossa-Basha, Thomas S. Hatsukami, Jenq-Neng Hwang, Chun Yuan arXiv_AI arXiv_AI  Segmentation  Tracking  3D  Knowledge  Pose  Deep_Learning  Contour  Medical  PDF
• 2021-07-19 Transductive image segmentation: Self-training and effect of uncertainty estimation    Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F.J. Newcombe, Ben Glocker arXiv_CV arXiv_CV  Segmentation  Optimization  Medical  Prediction  PDF
• 2021-07-19 Clinical Relation Extraction Using Transformer-based Models    Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu arXiv_CL arXiv_CL  Transformer  Bert  Action  Classification  Relation  Relation_Extraction  Medical  PDF
• 2021-07-19 Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units    Woo-Jeoung Nam, Seong-Whan Lee arXiv_CV arXiv_CV  Pose  Medical  Prediction  PDF
• 2021-07-19 Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation    Marius Memmel, Camila Gonzalez, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Pose  Face  Deep_Learning  Medical  PDF
• 2021-07-19 Input Agnostic Deep Learning for Alzheimer's Disease Classification Using Multimodal MRI Images    Aidana Massalimova, Huseyin Atakan Varol arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  PDF
• 2021-07-19 Compound Figure Separation of Biomedical Images with Side Loss    Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Catie Chang, Haichun Yang, Yuankai Huo arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-19 LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation    Guoping Xu, Xingrong Wu, Xuan Zhang, Xinwei He arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Face  Relation  Medical  CNN  PDF
• 2021-07-18 Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation    Talgat Saparov, Anvar Kurmukov, Boris Shirokih, Mikhail Belyaev arXiv_CV arXiv_CV  Reconstruction  Segmentation  Zero-Shot  Salient  Pose  Medical  Prediction  PDF
• 2021-07-18 Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity    Juan Manuel Mayor-Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi arXiv_AI arXiv_AI  Recognition  Pose  Emotion  Deep_Learning  Medical  Activity  CNN  PDF
• 2021-07-18 A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise Supervision    Laurent Lejeune, Raphael Sznitman arXiv_CV arXiv_CV  Segmentation  Tracking  Sparse  Self-Supervised  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-07-18 An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging    Liangqiong Qu, Niranjan Balachandar, Daniel L Rubin arXiv_AI arXiv_AI  Optimization  Pose  Medical  PDF
• 2021-07-18 As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation    Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn arXiv_CL arXiv_CL  Knowledge  Pose  NMT  Medical  PDF
• 2021-07-17 Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images    Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2021-07-16 Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures    Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2021-07-16 Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation    Nicolo Savioli, Antonio de Marvao, Wenjia Bai, Shuo Wang, Stuart A. Cook, Calvin W.L. Chin, Daniel Rueckert, Declan P. O'Regan arXiv_CV arXiv_CV  Segmentation  Unsupervised  Super_Resolution  3D  Adversarial  Pose  GAN  Medical  PDF
• 2021-07-15 A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification    Anastasios N. Angelopoulos, Stephen Bates arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  Prediction  PDF
• 2021-07-15 Recommending best course of treatment based on similarities of prognostic markersthanks{All authors contributed equally    Sudhanshu, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal arXiv_CV arXiv_CV  Pose  Medical  Recommendation  PDF
• 2021-07-15 Variational Topic Inference for Chest X-Ray Report Generation    Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao arXiv_CV arXiv_CV  Pose  Deep_Learning  Attention  Medical  Caption  Inference  PDF
• 2021-07-14 Surgical Instruction Generation with Transformers    Jinglu Zhang, Yinyu Nie, Jian Chang, Jian Jun Zhang arXiv_CV arXiv_CV  Transformer  Reinforcement_Learning  Relation  Medical  Caption  Activity  PDF
• 2021-07-14 FetalNet: Multi-task deep learning framework for fetal ultrasound biometric measurements    Szymon Płotka, Tomasz Włodarczyk, Adam Klasa, Michał Lipa, Arkadiusz Sitek, Tomasz Trzciński arXiv_AI arXiv_AI  Segmentation  Salient  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-07-14 Artificial Intelligence in PET: an Industry Perspective    Arkadiusz Sitek, Sangtae Ahn, Evren Asma, Adam Chandler, Alvin Ihsani, Sven Prevrhal, Arman Rahmim, Babak Saboury, Kris Thielemans arXiv_AI arXiv_AI  Reconstruction  Enhancement  Pose  Detection  Object_Detection  Medical  PDF
• 2021-07-14 Self-Supervised Multi-Modal Alignment for Whole Body Medical Imaging    Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Deep_Learning  Medical  Matching  PDF
• 2021-07-14 Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs    Nasir Hayat, Hazem Lashen, Farah E. Shamout arXiv_CV arXiv_CV  Pose  Classification  Medical  Inference  Prediction  PDF
• 2021-07-13 Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review    Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, V.B. Surya Prasath arXiv_CV arXiv_CV  Segmentation  Review  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-13 Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data    Sebastian Pölsterl, Christina Aigner, Christian Wachinger arXiv_CV arXiv_CV  Point_Cloud  3D  Knowledge  Pose  Medical  PDF
• 2021-07-13 Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification    Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina arXiv_CV arXiv_CV  Transfer_Learning  3D  Classification  Medical  Image_Classification  PDF
• 2021-07-13 Automatic Seizure Detection Using the Pulse Transit Time    Eric Fiege, Salima Houta, Pinar Bisgin, Rainer Surges, Falk Howar arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-07-13 A Dialogue-based Information Extraction System for Medical Insurance Assessment    Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang, Lei Liu arXiv_CL arXiv_CL  Pose  Action  Medical  PDF
• 2021-07-12 Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning    Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-07-12 MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth    Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Reconstruction  Medical  PDF
• 2021-07-12 Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network    Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. Van Dyck, Richard E. Carson, James S. Duncan, Chi Liu arXiv_AI arXiv_AI  3D  Adversarial  Pose  Medical  PDF
• 2021-07-12 The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation    Vishwesh Nath, Dong Yang, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger Roth, Daguang Xu arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Deep_Learning  Relation  Medical  PDF
• 2021-07-12 TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation    Bingzhi Chen, Yishu Liu, Zheng Zhang, Guangming Lu, David Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Action  Attention  Medical  PDF
• 2021-07-12 Training deep cross-modality conversion models with a small amount of data and its application to MVCT to kVCT conversion    Sho Ozaki, Shizuo Kaji, Kanabu Nawa, Toshikazu Imae, Atsushi Aoki, Takahiro Nakamoto, Takeshi Ohta, Yuki Nozawa, Hideomi Yamashita, Akihiro Haga, Keiichi Nakagawa arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Deep_Learning  Contour  GAN  Medical  PDF
• 2021-07-12 Deep-learning-based Hyperspectral imaging through a RGB camera    Xinyu Gao, Tianlang Wang, Jing Yang, Jinchao Tao, Yanqing Qiu, Yanlong Meng, Banging Mao, Pengwei Zhou, Yi Li arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Detection  Medical  CNN  PDF
• 2021-07-12 TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation    Yao Chang, Hu Menghan, Zhai Guangtao, Zhang Xiao-Ping arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Classification  Attention  GAN  Medical  CNN  PDF
• 2021-07-11 One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images    Weina Jin, Xiaoxiao Li, Ghassan Hamarneh arXiv_CV arXiv_CV  Salient  Pose  Medical  Prediction  PDF
• 2021-07-11 Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning    Sridevi Narayana Wagle, Boris Kovalerchuk arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2021-07-11 Toward Certifiable Motion Planning for Medical Steerable Needles    Mengyu Fu, Oren Salzman, Ron Alterovitz arXiv_RO arXiv_RO  3D  Medical  PDF
• 2021-07-11 A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation    Euijoon Ahn, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-07-10 Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation    Ivan Zakazov, Boris Shirokikh, Alexey Chernyavskiy, Mikhail Belyaev arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-07-10 Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation    Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-07-10 Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis    Anisie Uwimana1, Ransalu Senanayake arXiv_CV arXiv_CV  Adversarial  Deep_Learning  Detection  Object_Detection  Medical  CNN  PDF
• 2021-07-10 Few-Shot Domain Adaptation with Polymorphic Transformers    Shaohua Li, Xiuchao Sui, Jie Fu, Huazhu Fu, Xiangde Luo, Yangqin Feng, Xinxing Xu, Yong Liu, Daniel Ting, Rick Siow Mong Goh arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Pose  Action  Few-Shot  Medical  PDF
• 2021-07-10 Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines    Byung-Hak Kim, Varun Ganapathi arXiv_CL arXiv_CL  Embedding  Attention  GAN  Medical  CNN  Autonomous  Prediction  PDF
• 2021-07-09 Modality specific U-Net variants for biomedical image segmentation: A survey    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Adversarial  Survey  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-07-09 A Deep Discontinuity-Preserving Image Registration Network    Xiang Chen, Nishant Ravikumar, Yan Xia, Alejandro F Frangi arXiv_CV arXiv_CV  Pose  Face  Deep_Learning  Medical  PDF
• 2021-07-09 Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT    Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Action  Classification  Relation  Relation_Extraction  Medical  Language_Model  PDF
• 2021-07-09 Differentially private training of neural networks with Langevin dynamics forcalibrated predictive uncertainty    Moritz Knolle, Alexander Ziller, Dmitrii Usynin, Rickmer Braren, Marcus R. Makowski, Daniel Rueckert, Georgios Kaissis arXiv_CV arXiv_CV  Gradient_Descent  Deep_Learning  Medical  Inference  PDF
• 2021-07-09 Towards Robust General Medical Image Segmentation    Laura Daza, Juan C. Pérez, Pablo Arbeláez arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-07-09 Deep Learning models for benign and malign Ocular Tumor Growth Estimation    Mayank Goswami arXiv_CV arXiv_CV  Segmentation  3D  Face  Deep_Learning  Medical  PDF
• 2021-07-08 Kinematic Parameter Optimization of a Miniaturized Surgical Instrument Based on Dexterous Workspace Determination    Xin Zhi, Weibang Bai, Eric M. Yeatman arXiv_RO arXiv_RO  Optimization  Pose  Medical  PDF
• 2021-07-08 Task Fingerprinting for Meta Learning in Biomedical Image Analysis    Patrick Godau, Lena Maier-Hein arXiv_CV arXiv_CV  Classification  Medical  PDF
• 2021-07-08 Parameter Selection: Why We Should Pay More Attention to It    Jie-Jyun Liu, Tsung-Han Yang, Si-An Chen, Chih-Jen Lin arXiv_CL arXiv_CL  Classification  Attention  Medical  Prediction  PDF
• 2021-07-07 Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries    Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich arXiv_AI arXiv_AI  Regularization  Knowledge  Medical  Prediction  PDF
• 2021-07-07 AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor Segmentation    Tim Cvetko arXiv_CV arXiv_CV  Segmentation  Salient  Pose  Classification  Detection  Object_Detection  Attention  Medical  CNN  PDF
• 2021-07-07 Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification    Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  PDF
• 2021-07-07 MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering    Haiwei Pan, Shuning He, Kejia Zhang, Bo Qu, Chunling Chen, Kun Shi arXiv_CV arXiv_CV  Pose  Classification  VQA  Attention  Medical  QA  PDF
• 2021-07-07 Hierarchical Semantic Segmentation using Psychometric Learning    Lu Yin, Vlado Menkovski, Shiwei Liu, Mykola Pechenizkiy arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Enhancement  Knowledge  Medical  PDF
• 2021-07-07 MedGPT: Medical Concept Prediction from Clinical Narratives    Zeljko Kraljevic, Anthony Shek, Daniel Bean, Rebecca Bendayan, James Teo, Richard Dobson arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Salient  Knowledge  Attention  GAN  Medical  Prediction  PDF
• 2021-07-07 Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease    Akis Linardos, Kaisar Kushibar, Sean Walsh, Polyxeni Gkontra, Karim Lekadir arXiv_AI arXiv_AI  Recognition  3D  Action_Recognition  Action  Deep_Learning  Medical  PDF
• 2021-07-07 Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review    Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlalı, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, R. Andrew Taylor, Harlan M. Krumholz, Dragomir Radev arXiv_AI arXiv_AI  Embedding  Knowledge  Review  Knowledge_Graph  Survey  Action  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-07-07 GAN-based Data Augmentation for Chest X-ray Classification    Shobhita Sundaram, Neha Hulkund arXiv_CV arXiv_CV  Adversarial  Classification  GAN  Medical  PDF
• 2021-07-06 Image Complexity Guided Network Compression for Biomedical Image Segmentation    Suraj Mishra, Danny Z. Chen, X. Sharon Hu arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-07-06 Toward Robotically Automated Femoral Vascular Access    Nico Zevallos, Evan Harber, Abhimanyu, Kirtan Patel, Yizhu Gu, Kenny Sladick, Francis Guyette, Leonard Weiss, Michael R. Pinsky, Hernando Gomez, John Galeotti, Howie Choset arXiv_RO arXiv_RO  Knowledge  Face  Medical  PDF
• 2021-07-06 Deep Learning based Micro-expression Recognition: A Survey    Yante Li, Jinsheng Wei, Seyednavid Mohammadifoumani, Yang Liu, Guoying Zhao arXiv_CV arXiv_CV  Recognition  Knowledge  Review  Pose  Survey  Action  Deep_Learning  Medical  PDF
• 2021-07-06 Stateless actor-critic for instance segmentation with high-level priors    Paul Hilt, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Knowledge  Deep_Learning  Medical  PDF
• 2021-07-06 Differentially private federated deep learning for multi-site medical image segmentation    Alexander Ziller, Dmitrii Usynin, Nicolas Remerscheid, Moritz Knolle, Marcus Makowski, Rickmer Braren, Daniel Rueckert, Georgios Kaissis arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Gradient_Descent  Deep_Learning  Medical  PDF
• 2021-07-06 Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis    Christoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas arXiv_CV arXiv_CV  Classification  Detection  Medical  Image_Classification  PDF
• 2021-07-06 Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case    Shruthi Chari, Prithwish Chakraborty, Mohamed Ghalwash, Oshani Seneviratne, Elif K. Eyigoz, Daniel M. Gruen, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness arXiv_AI arXiv_AI  Knowledge  Action  Medical  Inference  Prediction  PDF
• 2021-07-06 Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography    Ricky Chen, Timothy T. Yu, Gavin Xu, Da Ma, Marinko V. Sarunic, Mirza Faisal Beg arXiv_CV arXiv_CV  Segmentation  Adversarial  GAN  Medical  PDF
• 2021-07-06 Impact of deep learning-based image super-resolution on binary signal detection    Xiaohui Zhang, Varun A. Kelkar, Jason Granstedt, Hua Li, Mark A. Anastasio arXiv_CV arXiv_CV  Super_Resolution  Adversarial  Pose  Deep_Learning  Detection  GAN  Medical  CNN  PDF
• 2021-07-05 Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy    Debesh Jha, Sharib Ali, Michael A. Riegler, Dag Johansen, Håvard D. Johansen, Pål Halvorsen arXiv_CV arXiv_CV  Segmentation  Tracking  Deep_Learning  Detection  Attention  GAN  Medical  PDF
• 2021-07-05 Autonomous Robotic Endoscope Control based on Semantically Rich Instructions    Caspar Gruijthuijsen, Luis C. Garcia-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Emmanuel Vander Poorten arXiv_RO arXiv_RO  Segmentation  Pose  Action  Medical  Autonomous  PDF
• 2021-07-05 The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification    Ujjwal Baid, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy-Cramer, Felipe C. Kitamura, Sarthak Pati, Luciano M. Prevedello, Jeffrey D. Rudie, Chiharu Sako, Russell T. Shinohara, Timothy Bergquist, Rong Chai, James Eddy, Julia Elliott, Walter Reade, Thomas Schaffter, Thomas Yu, Jiaxin Zheng, BraTS Annotators, Christos Davatzikos, John Mongan, Christopher Hess, Soonmee Cha, Javier Villanueva-Meyer, John B. Freymann, Justin S. Kirby, Benedikt Wiestler, Priscila Crivellaro, Rivka R.Colen, Aikaterini Kotrotsou, Daniel Marcus, Mikhail Milchenko, Arash Nazeri, Hassan Fathallah-Shaykh, Roland Wiest, Andras Jakab, Marc-Andre Weber, Abhishek Mahajan, Bjoern Menze, Adam E. Flanders, Spyridon Bakas arXiv_CV arXiv_CV  Segmentation  Classification  GAN  Medical  PDF
• 2021-07-05 The Multi-phase spatial meta-heuristic algorithm for public health emergency transportation    Fariba Afrin Irany, Arnav Iyer, Rubenia Borge Flores, Armin R. Mikler arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-07-05 Label noise in segmentation networks : mitigation must deal with bias    Eugene Vorontsov, Samuel Kadoury arXiv_CV arXiv_CV  Segmentation  Medical  Prediction  PDF
• 2021-07-05 RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting    Benjamin Hou, Georgios Kaissis, Ronald Summers, Bernhard Kainz arXiv_CV arXiv_CV  Transformer  RNN  Pose  Classification  Medical  Caption  PDF
• 2021-07-05 Using Probabilistic Movement Primitives in Analyzing Human Motion Difference under Transcranial Current Stimulation    Honghu Xue, Rebecca Herzog, Till M Berger, Tobias Bäumer, Anne Weissbach, Elmar Rueckert arXiv_RO arXiv_RO  Knowledge  Pose  Action  Classification  Medical  PDF
• 2021-07-05 Improving a neural network model by explanation-guided training for glioma classification based on MRI data    Frantisek Sefcik, Wanda Benesova arXiv_CV arXiv_CV  Recognition  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  Medical  CNN  PDF
• 2021-07-05 A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras    Ravi Teja Batchu, Abeer Alsadoon, P.W.C. Prasad, Rasha S. Ali, Tarik A. Rashid, Ghossoon Alsadoon, Oday D. Jerew arXiv_AI arXiv_AI  Recognition  Review  Pose  Medical  PDF
• 2021-07-05 An Explainable AI System for the Diagnosis of High Dimensional Biomedical Data    Alfred Ultsch, Jörg Hoffmann, Maximilian Röhnert, Malte Von Bonin, Uta Oelschlägel, Cornelia Brendel, Michael C. Thrun arXiv_AI arXiv_AI  Medical  PDF
• 2021-07-05 Single Model for Influenza Forecasting of Multiple Countries by Multi-task Learning    Taichi Murayama, Shoko Wakamiya, Eiji Aramaki arXiv_AI arXiv_AI  Pose  Attention  Medical  Activity  Prediction  PDF
• 2021-07-03 Overcoming the Force Limitations of Magnetic Robotic Surgery: Impact-based Tetherless Suturing    Onder Erin, Xiaolong Liu, Jiawei Ge, Lamar Mair, Yotam Barnoy, Yancy Diaz-Mercado, Axel Krieger arXiv_RO arXiv_RO  Pose  Medical  PDF
• 2021-07-03 Imaging dynamics beneath turbid media via parallelized single-photon detection    Shiqi Xu, Xi Yang, Wenhui Liu, Joakim Jonsson, Ruobing Qian, Pavan Chandra Konda, Kevin C. Zhou, Qionghai Dai, Haoqian Wang, Edouard Berrocal, Roarke Horstmeyer arXiv_CV arXiv_CV  Face  Detection  Relation  Object_Detection  Medical  PDF
• 2021-07-03 WisdomNet: Prognosis of COVID-19 with Slender Prospect of False Negative Cases and Vaticinating the Probability of Maturation to ARDS using Posteroanterior Chest X-Rays    Peeyush Kumar, Ayushe Gangal, Sunita Kumari arXiv_CV arXiv_CV  Pose  GAN  Medical  CNN  PDF
• 2021-07-03 CT Image Harmonization for Enhancing Radiomics Studies    Md Selim, Jie Zhang, Baowei Fei, Guo-Qiang Zhang, Jin Chen arXiv_CV arXiv_CV  Reconstruction  GAN  Medical  PDF
• 2021-07-02 Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation    Chen Chen, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert arXiv_AI arXiv_AI  Reconstruction  Segmentation  Deep_Learning  Medical  PDF
• 2021-07-02 UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation    Yunhe Gao, Mu Zhou, Dimitris Metaxas arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2021-07-01 Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction    Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-07-01 Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images    Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee arXiv_CV arXiv_CV  Segmentation  Pose  Attention  Medical  PDF
• 2021-07-01 Explainable Diabetic Retinopathy Detection and Retinal Image Generation    Yuhao Niu, Lin Gu, Yitian Zhao, Feng Lu arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Detection  Relation  Object_Detection  GAN  Medical  Prediction  PDF
• 2021-07-01 DivergentNets: Medical Image Segmentation by Network Ensemble    Vajira Thambawita, Steven A. Hicks, Pål Halvorsen, Michael A. Riegler arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Medical  PDF
• 2021-07-01 Multi-modal Graph Learning for Disease Prediction    Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yao Zhao arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Relation  Attention  Medical  Prediction  PDF
• 2021-07-01 Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards    Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman arXiv_CL arXiv_CL  Recognition  Reinforcement_Learning  Pose  Summarization  Medical  PDF
• 2021-06-30 ResViT: Residual vision transformers for multi-modal medical image synthesis    Onat Dalmaz, Mahmut Yurt, Tolga Çukur arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Quantitative  Attention  GAN  Medical  CNN  PDF
• 2021-06-30 Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification    Frauke Wilm, Michaela Benz, Volker Bruns, Serop Baghdadlian, Jakob Dexl, David Hartmann, Petr Kuritcyn, Martin Weidenfeller, Thomas Wittenberg, Susanne Merkel, Arndt Hartmann, Markus Eckstein, Carol I. Geppert arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Medical  PDF
• 2021-06-29 SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation    Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal, Steven A. Hicks, Hugo L.Hammer, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler arXiv_CV arXiv_CV  Segmentation  GAN  Medical  PDF
• 2021-06-29 Uncertainty-Guided Progressive GANs for Medical Image Translation    Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Denoising  Attention  GAN  Medical  Prediction  PDF
• 2021-06-29 New Arabic Medical Dataset for Diseases Classification    Jaafar Hammoud, Aleksandra Vatian, Natalia Dobrenko, Nikolai Vedernikov, Anatoly Shalyto, Natalia Gusarova arXiv_CL arXiv_CL  OCR  Bert  Classification  Deep_Learning  Medical  PDF
• 2021-06-28 The Food Recognition Benchmark: Using DeepLearning to Recognize Food on Images    Sharada Prasanna Mohanty, Gaurav Singhal, Eric Antoine Scuccimarra, Djilani Kebaili, Harris Héritier, Victor Boulanger, Marcel Salathé arXiv_AI arXiv_AI  Tracking  Recognition  Attention  Medical  PDF
• 2021-06-28 Data augmentation for deep learning based accelerated MRI reconstruction with limited data    Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV  Reconstruction  Restoration  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-06-28 Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images    Juan E. Arco, Andrés Ortiz, Javier Ramírez, Juan M Gorriz arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2021-06-28 Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering    Anastasios Nentidis, Anastasia Krithara, Konstantinos Bougiatiotis, Martin Krallinger, Carlos Rodriguez-Penagos, Marta Villegas, Georgios Paliouras arXiv_AI arXiv_AI  GAN  Medical  PDF
• 2021-06-28 Contrastive Counterfactual Visual Explanations With Overdetermination    Adam White, Kwun Ho Ngan, James Phelan, Saman Sadeghi Afgeh, Kevin Ryan, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez arXiv_AI arXiv_AI  Segmentation  Salient  Adversarial  Classification  Medical  PDF
• 2021-06-28 Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering    Anastasios Nentidis, Georgios Katsimpras, Eirini Vandorou, Anastasia Krithara, Luis Gasco, Martin Krallinger, Georgios Paliouras arXiv_AI arXiv_AI  GAN  Medical  PDF
• 2021-06-28 RadGraph: Extracting Clinical Entities and Relations from Radiology Reports    Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar arXiv_AI arXiv_AI  Action  Deep_Learning  Relation  Relation_Extraction  Medical  Inference  PDF
• 2021-06-28 Multi-Compound Transformer for Accurate Biomedical Image Segmentation    Yuanfeng Ji, Ruimao Zhang, Huijie Wang, Zhen Li, Lingyun Wu, Shaoting Zhang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Enhancement  Action  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-27 Learning stochastic object models from medical imaging measurements by use of advanced AmbientGANs    Weimin Zhou, Sayantan Bhadra, Frank J. Brooks, Hua Li, Mark A. Anastasio arXiv_CV arXiv_CV  Adversarial  Pose  GAN  Medical  PDF
• 2021-06-27 Knee Osteoarthritis Severity Prediction using an Attentive Multi-Scale Deep Convolutional Neural Network    Rohit Kumar Jain, Prasen Kumar Sharma, Sibaji Gaj, Arijit Sur, Palash Ghosh arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  Medical  CNN  Prediction  PDF
• 2021-06-27 Residual Moment Loss for Medical Image Segmentation    Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Contour  Medical  Prediction  PDF
• 2021-06-26 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation    Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Medical  PDF
• 2021-06-26 Benchmarking Differential Privacy and Federated Learning for BERT Models    Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zumrut Muftuoglu, Sahib Singh, Fatemehsadat Mireshghallah arXiv_CL arXiv_CL  Bert  Emotion  Medical  Language_Model  PDF
• 2021-06-26 Functional Classwise Principal Component Analysis: A Novel Classification Framework    Avishek Chatterjee, Satyaki Mazumder, Koel Das arXiv_CV arXiv_CV  Pose  Action  Classification  Medical  PDF
• 2021-06-25 A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection    Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu 1, Imanuel R Lerman, Radhika Madhavan, Truong Q. Nguyen arXiv_CV arXiv_CV  Segmentation  Tracking  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-06-25 On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy    Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Quantitative  Classification  Deep_Learning  Medical  PDF
• 2021-06-25 Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains    Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-06-25 Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature    Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Self-Supervised  Pose  Medical  PDF
• 2021-06-24 Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation    Xiao Liu, Spyridon Thermos, Alison O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-06-24 Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data    Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_AI arXiv_AI  Detection  Medical  PDF
• 2021-06-24 Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging    Liangqiong Qu, Niranjan Balachandar, Miao Zhang, Daniel Rubin arXiv_CV arXiv_CV  Pose  Classification  Medical  Prediction  PDF
• 2021-06-24 When Differential Privacy Meets Interpretability: A Case Study    Rakshit Naidu, Aman Priyanshu, Aadith Kumar, Sasikanth Kotti, Haofan Wang, Fatemehsadat Mireshghallah arXiv_CV arXiv_CV  Pose  Attention  Medical  PDF
• 2021-06-24 Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks    Xianlong Zeng, Simon Lin, Chang Liu arXiv_AI arXiv_AI  Transformer  Knowledge  Deep_Learning  Medical  Prediction  PDF
• 2021-06-24 A Systematic Collection of Medical Image Datasets for Deep Learning    Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, BasheerBennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2021-06-24 Modeling Diagnostic Label Correlation for Automatic ICD Coding    Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen arXiv_CL arXiv_CL  Pose  Classification  Relation  Medical  Prediction  PDF
• 2021-06-24 Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image    Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Medical  PDF
• 2021-06-24 Discovering novel drug-supplement interactions using a dietary supplements knowledge graph generated from the biomedical literature    Dalton Schutte, Jake Vasilakes, Anu Bompelli, Yuqi Zhou, Marcelo Fiszman, Hua Xu, Halil Kilicoglu, Jeffrey R. Bishop, Terrence Adam, Rui Zhang arXiv_CL arXiv_CL  Bert  Knowledge  Review  Knowledge_Graph  Pose  Action  Relation  Medical  PDF
• 2021-06-23 Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis    Xianlong Zeng, Simon Lin, Chang Liu arXiv_AI arXiv_AI  Transformer  Embedding  Unsupervised  Represenation_Learning  Medical  PDF
• 2021-06-23 Multi-Class Classification of Blood Cells - End to End Computer Vision based diagnosis case study    Sai Sukruth Bezugam arXiv_AI arXiv_AI  Segmentation  Unsupervised  Action  Classification  Detection  Contour  Medical  CNN  PDF
• 2021-06-23 Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation    Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo arXiv_AI arXiv_AI  Segmentation  Unsupervised  Optimization  Knowledge  Pose  Medical  PDF
• 2021-06-23 Recognising Biomedical Names: Challenges and Solutions    Xiang Dai arXiv_CL arXiv_CL  Pose  Medical  PDF
• 2021-06-23 Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging    Junshen Xu, Elfar Adalsteinsson arXiv_CV arXiv_CV  Transformer  Unsupervised  Self-Supervised  Pose  Deep_Learning  Relation  Denoising  Medical  Inference  PDF
• 2021-06-23 Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences    Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Medical  Prediction  PDF
• 2021-06-22 Diabetic Retinopathy Detection using Ensemble Machine Learning    Israa Odeh, Mouhammd Alkasassbeh, Mohammad Alauthman arXiv_CV arXiv_CV  Pose  Classification  Detection  Medical  Prediction  PDF
• 2021-06-22 MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRI    Taro Langner, Andrés Martínez Mora, Robin Strand, Håkan Ahlström, Joel Kullberg arXiv_CV arXiv_CV  Pose  GAN  Medical  CNN  Inference  PDF
• 2021-06-22 Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization    Jin Zhang, Fan Feng, Pere Marti-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan, Jordi Solé-Casals arXiv_CV arXiv_CV  Recognition  Pose  Medical  PDF
• 2021-06-22 VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning    Mengyang Zhao, Quan Liu, Aadarsh Jha, Ruining Deng, Tianyuan Yao, Anita Mahadevan-Jansen, Matthew J.Tyska, Bryan A. Millis, Yuankai Huo arXiv_CV arXiv_CV  Segmentation  Embedding  Tracking  3D  Sparse  Pose  Deep_Learning  Medical  PDF
• 2021-06-22 A Logical Neural Network Structure With More Direct Mapping From Logical Relations    Gang Wang arXiv_AI arXiv_AI  Recognition  Pose  Relation  Medical  PDF
• 2021-06-21 Deep Learning Models in Detection of Dietary Supplement Adverse Event Signals from Twitter    Yefeng Wang, Yunpeng Zhao, Jiang Bian, Rui Zhang arXiv_CL arXiv_CL  Embedding  Bert  RNN  Knowledge  Pose  Action  Deep_Learning  Detection  Relation  Relation_Extraction  GAN  Medical  PDF
• 2021-06-21 Distilling effective supervision for robust medical image segmentation with noisy labels    Jialin Shi, Ji Wu arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2021-06-21 Estimating MRI Image Quality via Image Reconstruction Uncertainty    Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  Reconstruction  Segmentation  Pose  Medical  Prediction  PDF
• 2021-06-21 Brain tumor grade classification Using LSTM Neural Networks with Domain Pre-Transforms    Maedeh Sadat Fasihi (1), Wasfy B. Mikhael (1) ((1) Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL) arXiv_CV arXiv_CV  Weakly_Supervised  RNN  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-06-21 Confidence-Guided Radiology Report Generation    Yixin Wang, Zihao Lin, Jiang Tian, zhongchao shi, Yang Zhang, Jianping Fan, Zhiqiang He arXiv_CV arXiv_CV  Image_Caption  Optimization  Pose  Deep_Learning  Medical  Caption  PDF
• 2021-06-20 Quality-Aware Memory Network for Interactive Volumetric Image Segmentation    Tianfei Zhou, Liulei Li, Gustav Bredell, Jianwu Li, Ender Konukoglu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Medical  Prediction  PDF
• 2021-06-19 Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net    Tianrui Liu, Qingjie Meng, Jun-Jie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  3D  Pose  Action  Summarization  Medical  PDF
• 2021-06-19 Prediction of the facial growth direction with Machine Learning methods    Stanisław Kaźmierczak, Zofia Juszka, Piotr Fudalej, Jacek Mańdziuk arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  Prediction  PDF
• 2021-06-18 Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior    Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Deep_Learning  Denoising  GAN  Medical  PDF
• 2021-06-18 Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics    John J. Howard, Yevgeniy B. Sirotin, Jerry L. Tipton, Arun R. Vemury arXiv_CV arXiv_CV  Recognition  Pose  Face  Survey  Relation  Face_Recognition  Medical  PDF
• 2021-06-18 Medical Matting: A New Perspective on Medical Segmentation with Uncertainty    Lin Wang, Lie Ju, Donghao Zhang, Xin Wang, Wanji He, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Xiufen Ye, Zongyuan Ge arXiv_CV arXiv_CV  Segmentation  Image_Matting  Pose  Medical  Prediction  PDF
• 2021-06-18 Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review    Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Enhancement  Review  Pose  Survey  Medical  PDF
• 2021-06-17 AI-Enabled Ultra-Low-Dose CT Reconstruction    Weiwen Wu, Chuang Niu, Shadi Ebrahimian, Hengyong Yu, Mannu Kalra, Ge Wang arXiv_CV arXiv_CV  Reconstruction  Deep_Learning  Medical  PDF
• 2021-06-17 Causal Bias Quantification for Continuous Treatment    Gianluca Detommaso, Michael Brückner, Philip Schulz, Victor Chernozhukov arXiv_AI arXiv_AI  Medical  PDF
• 2021-06-17 PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python    Haiping Lu, Xianyuan Liu, Robert Turner, Peizhen Bai, Raivo E Koot, Shuo Zhou, Mustafa Chasmai, Lawrence Schobs arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Knowledge_Graph  Pose  Face  Deep_Learning  Medical  Prediction  PDF
• 2021-06-17 Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study    Rahul Nadkarni, David Wadden, Iz Beltagy, Noah A. Smith, Hannaneh Hajishirzi, Tom Hope arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Medical  Language_Model  Prediction  PDF
• 2021-06-17 Knowledge distillation from multi-modal to mono-modal segmentation networks    Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Medical  PDF
• 2021-06-17 Biomedical Interpretable Entity Representations    Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron C. Wallace, Kush R. Varshney arXiv_CL arXiv_CL  Sparse  Represenation_Learning  Pose  Ontology  Classification  Medical  Language_Model  PDF
• 2021-06-17 How can we learn from challenges? A statistical approach to driving future algorithm development    Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2021-06-17 Trilateral Attention Network for Real-time Medical Image Segmentation    Ghada Zamzmi, Vandana Sachdev, Sameer Antani arXiv_CV arXiv_CV  Segmentation  Pose  Action  Quantitative  Deep_Learning  Detection  Attention  Medical  CNN  PDF
• 2021-06-16 Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications    Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj arXiv_CV arXiv_CV  Pose  Action  Quantitative  Deep_Learning  Medical  Prediction  PDF
• 2021-06-16 Positional Contrastive Learning for VolumetricMedical Image Segmentation    Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-06-16 Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data    Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao arXiv_AI arXiv_AI  Recognition  Pose  Medical  PDF
• 2021-06-16 Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification    Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay arXiv_CV arXiv_CV  Unsupervised  3D  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  Matching  PDF
• 2021-06-16 Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation    Fuping Wu, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Regularization  Adversarial  Pose  Medical  PDF
• 2021-06-16 Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching    Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  Matching  PDF
• 2021-06-16 Multi-scale Neural ODEs for 3D Medical Image Registration    Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun arXiv_CV arXiv_CV  Gradient_Descent  3D  Optimization  Pose  Deep_Learning  Medical  Inference  PDF
• 2021-06-15 Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation    Dawood Al Chanti, Diana Mateus arXiv_AI arXiv_AI  Segmentation  Unsupervised  3D  Pose  Medical  PDF
• 2021-06-15 Human movement augmentation and how to make it a reality    Jonathan Eden, Mario Bräcklein, Jaime Ibáñez Pereda, Deren Yusuf Barsakcioglu, Giovanni Di Pino, Dario Farina, Etienne Burdet, Carsten Mehring arXiv_RO arXiv_RO  Pose  Action  Medical  PDF
• 2021-06-15 Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning    Bram de Wilde, Richard P. G. ten Broek, Henkjan Huisman arXiv_CV arXiv_CV  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-06-15 Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels    Catherine Ordun, Edward Raff, Sanjay Purushotham arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Knowledge  Emotion  Face  GAN  Medical  Prediction  PDF
• 2021-06-15 CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark    Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Xin Xie, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen arXiv_CL arXiv_CL  Recognition  Action  Classification  Medical  PDF
• 2021-06-15 Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention    Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park, Byeong-Cheol Jo arXiv_AI arXiv_AI  Transformer  Bert  Pose  Classification  Attention  Medical  Prediction  PDF
• 2021-06-15 CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis    Dwarikanath Mahapatra, Ankur Singh arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Pose  Relation  GAN  Medical  PDF
• 2021-06-14 Highdicom: A Python library for standardized encoding of image annotations and machine learning model outputs in pathology and radiology    Christopher P. Bridge, Chris Gorman, Steven Pieper, Sean W. Doyle, Jochen K. Lennerz, Jayashree Kalpathy-Cramer, David A. Clunie, Andriy Y. Fedorov, Markus D. Herrmann arXiv_CV arXiv_CV  Face  Medical  PDF
• 2021-06-14 Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans    Xinzi He, Jia Guo, Xuzhe Zhang, Hanwen Bi, Sarah Gerard, David Kaczka, Amin Motahari, Eric Hoffman, Joseph Reinhardt, R. Graham Barr, Elsa Angelini, Andrew Laine arXiv_AI arXiv_AI  Unsupervised  3D  Pose  Relation  Medical  PDF
• 2021-06-14 Biomedical Entity Linking via Contrastive Context Matching    Shogo Ujiie, Hayate Iso, Eiji Aramaki arXiv_CL arXiv_CL  Contrastive_Learning  Medical  Inference  Matching  PDF
• 2021-06-14 MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis    Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos Kollias arXiv_CV arXiv_CV  RNN  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-06-14 Comparing vector fields across surfaces: interest for characterizing the orientations of cortical folds    Amine Bohi, Guillaume Auzias, Julien Lefèvre arXiv_CV arXiv_CV  Pose  Face  Quantitative  Medical  PDF
• 2021-06-14 Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification    Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-06-14 Probing Pre-Trained Language Models for Disease Knowledge    Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert arXiv_AI arXiv_AI  Bert  Knowledge  Adversarial  Pose  Classification  Medical  Inference  Language_Model  PDF
• 2021-06-13 HistoTransfer: Understanding Transfer Learning for Histopathology    Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Action  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-06-13 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis    Kangning Liu, Yiqiu Shen, Nan Wu, Jakub Chłędowski, Carlos Fernandez-Granda, Krzysztof J. Geras arXiv_CV arXiv_CV  Segmentation  Salient  Pose  Classification  Deep_Learning  Detection  Relation  Medical  PDF
• 2021-06-13 Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation    Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou arXiv_CV arXiv_CV  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-06-13 Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation    Chenxin Li, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Classification  Medical  PDF
• 2021-06-12 A Pseudo Label-wise Attention Network for Automatic ICD Coding    Yifan Wu, Min Zeng, Ying Yu, Min Li arXiv_CL arXiv_CL  Pose  Classification  Attention  Medical  PDF
• 2021-06-12 Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation    Prashant Pandey, Ajey Pai, Nisarg Bhatt, Prasenjit Das, Govind Makharia, Prathosh AP, Mausam arXiv_CV arXiv_CV  Image_Caption  Segmentation  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2021-06-12 DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis    Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai Ho Ling, Steven Weidong Su arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-06-12 DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation    Ailiang Lin, Bingzhi Chen, Jiayu Xu, Zheng Zhang, Guangming Lu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-06-12 Rapid COVID-19 Risk Screening by Eye-region Manifestations    Yanwei Fu, Lei Zhao, Haojie Zheng, Qiang Sun, Li Yang, Hong Li, Jiao Xie, Xiangyang Xue, Feng Li, Yuan Li, Wei Wang, Yantao Pei, Jianmin Wang, Xiuqi Wu, Yanhua Zheng, Hongxia Tian Mengwei Gu1 arXiv_CV arXiv_CV  Surveillance  Pose  Medical  PDF
• 2021-06-11 CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning    Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F Frangi arXiv_CV arXiv_CV  Unsupervised  Pose  Deep_Learning  Relation  Attention  Medical  PDF
• 2021-06-10 The Medical Segmentation Decathlon    Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M.Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, et al. (9 additional authors not shown) arXiv_AI arXiv_AI  Segmentation  GAN  Medical  PDF
• 2021-06-10 Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft    Athanasios Vlontzos, Gabriel Sutherland, Siddha Ganju, Frank Soboczenski arXiv_AI arXiv_AI  Medical  Recommendation  PDF
• 2021-06-09 FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation    Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdran, Seyit Camtepe, Vijay Varadharajan, Surya Nepal arXiv_AI arXiv_AI  Detection  Medical  PDF
• 2021-06-09 Implicit field learning for unsupervised anomaly detection in medical images    Sergio Naval Marimont, Giacomo Tarroni arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Restoration  Pose  Detection  Medical  Inference  PDF
• 2021-06-09 Rethink Transfer Learning in Medical Image Classification    Le Peng, Hengyue Liang, Taihui Li, Ju Sun arXiv_CV arXiv_CV  Transfer_Learning  Classification  Medical  CNN  Image_Classification  PDF
• 2021-06-09 Multimodal Semantic Scene Graphs for Holistic Modeling of Surgical Procedures    Ege Özsoy, Evin Pınar Örnek, Ulrich Eck, Federico Tombari, Nassir Navab arXiv_CV arXiv_CV  3D  Optimization  Pose  Face  Action  Relation  Medical  PDF
• 2021-06-09 Spot the Difference: Topological Anomaly Detection via Geometric Alignment    Steffen Czolbe, Aasa Feragen, Oswin Krause arXiv_CV arXiv_CV  Unsupervised  Pose  Detection  Medical  Optical_Flow  PDF
• 2021-06-09 CoviLearn: A Machine Learning Integrated Smart X-Ray Device in Healthcare Cyber-Physical System for Automatic Initial Screening of COVID-19    Debanjan Das, Chirag Samal, Deewanshu Ukey, Gourav Chowdhary, Saraju P. Mohanty arXiv_CV arXiv_CV  Pose  Detection  Medical  CNN  PDF
• 2021-06-09 Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction    Chang Lu, Chandan K. Reddy, Yue Ning arXiv_AI arXiv_AI  Embedding  Knowledge  Self-Supervised  Pose  Attention  Medical  Prediction  PDF
• 2021-06-08 Drones for Medical Delivery Considering Different Demands Classes: A Markov Decision Process Approach for Managing Health Centers Dispatching Medical Products    Amin Asadi, Sarah Nurre Pinkley arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  Drone  PDF
• 2021-06-08 Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching    Tomas Folke, Scott Cheng-Hsin Yang, Sean Anderson, Patrick Shafto arXiv_AI arXiv_AI  Pose  Classification  Medical  Image_Classification  PDF
• 2021-06-08 Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention    Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum arXiv_CV arXiv_CV  Pose  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-06-08 Using a New Nonlinear Gradient Method for Solving Large Scale Convex Optimization Problems with an Application on Arabic Medical Text    Jaafar Hammoud, Ali Eisab, Natalia Dobrenkoa, Natalia Gusarovaa arXiv_CL arXiv_CL  Optimization  Pose  Medical  PDF
• 2021-06-08 Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning    Sixing Yin, Yameng Han, Shufang Li arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Pose  Action  Contour  Medical  PDF
• 2021-06-07 Acoustic Power for Swarms of Microscopic Robots    Tad Hogg arXiv_RO arXiv_RO  Medical  PDF
• 2021-06-07 On Healthcare Robots: Concepts, definitions, and considerations for healthcare robot governance    Eduard Fosch-Villaronga, Hadassah Drukarch arXiv_RO arXiv_RO  Pose  Emotion  Face  Classification  GAN  Medical  Recommendation  PDF
• 2021-06-07 Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition    Matthias Perkonigg, Johannes Hofmanninger, Georg Langs arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2021-06-06 Few-shot segmentation of medical images based on meta-learning with implicit gradients    Rabindra Khadga, Debesh Jha, Sharib Ali, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen arXiv_CV arXiv_CV  Segmentation  Optimization  Knowledge  Pose  Quantitative  Few-Shot  Medical  PDF
• 2021-06-05 Web based disease prediction and recommender system    Harish Rajora, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal arXiv_CV arXiv_CV  Pose  Action  Classification  Medical  Prediction  Recommendation  PDF
• 2021-06-04 Computer-Assisted Analysis of Biomedical Images    Leonardo Rundo arXiv_CV arXiv_CV  Recognition  Pose  Quantitative  Medical  Prediction  PDF
• 2021-06-04 Efficient Classification of Very Large Images with Tiny Objects    Fanjie Kong, Ricardo Henao arXiv_CV arXiv_CV  Face  Action  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2021-06-04 SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks    Kuan Zhang, Haoji Hu, Kenneth Philbrick, Gian Marco Conte, Joseph D. Sobek, Pouria Rouzrokh, Bradley J. Erickson arXiv_CV arXiv_CV  Unsupervised  Enhancement  Super_Resolution  3D  Adversarial  Pose  Quantitative  GAN  Medical  PDF
• 2021-06-04 Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge    Lauren Jimenez-Martin, Daniel A. Valdés Pérez, Ana M. Solares Asteasuainzarra, Ludwig Leonard, Marta L. Baguer Díaz-Romañach arXiv_CV arXiv_CV  Knowledge  Quantitative  Detection  Medical  PDF
• 2021-06-04 CNNs and GANs in MRI-based cross-modality medical image estimation    Azin Shokraei Fard, David C. Reutens, Viktor Vegh arXiv_CV arXiv_CV  Review  Adversarial  Face  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-06-03 Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation    Changhee Han arXiv_CV arXiv_CV  Adversarial  Pose  GAN  Medical  CNN  PDF
• 2021-06-03 Language Independent Speech Emotion and Non-invasive Early Detection of Neurocognitive Disorder    Susmita Bhaduri, Anirban Bhaduri, Rajib Sarkar arXiv_SD arXiv_SD  Speech  Pose  Emotion  Action  Detection  Medical  PDF
• 2021-06-03 Attention-Guided Supervised Contrastive Learning for Semantic Segmentation    Ho Hin Lee, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Bennett A. Landman, Yuankai Huo arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Pose  Contrastive_Learning  Classification  Attention  GAN  Medical  Image_Classification  Prediction  PDF
• 2021-06-03 SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation    Hong-Yu Zhou, Chengdi Wang, Haofeng Li, Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu arXiv_CV arXiv_CV  Image_Caption  Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Medical  Prediction  PDF
• 2021-06-02 Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access    Vishal Vinod, Susmit Agrawal, Vipul Gaurav, Pallavi R, Savita Choudhary arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Summarization  Medical  PDF
• 2021-06-02 FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare    Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Attention  Medical  Activity  PDF
• 2021-06-02 Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging    Minh-Son To, Ian G Sarno, Chee Chong, Mark Jenkinson, Gustavo Carneiro arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Medical  PDF
• 2021-06-01 nnDetection: A Self-configuring Method for Medical Object Detection    Michael Baumgartner, Paul F. Jaeger, Fabian Isensee, Klaus H. Maier-Hein arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Object_Detection  Medical  PDF
• 2021-06-01 Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning    Zhiliang Wu, Yinchong Yang, Jindong Gu, Volker Tresp arXiv_CV arXiv_CV  Sparse  Pose  Medical  CNN  Prediction  PDF
• 2021-06-01 Analysis of Vision-based Abnormal Red Blood Cell Classification    Annika Wong, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Attakorn Palasuwan, David Bull arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-06-01 Question-aware Transformer Models for Consumer Health Question Summarization    Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman arXiv_CL arXiv_CL  Transformer  Recognition  Pose  Summarization  Medical  PDF
• 2021-05-31 Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images    Mehdi Cherti, Jenia Jitsev arXiv_AI arXiv_AI  Transfer_Learning  Few-Shot  Medical  PDF
• 2021-05-31 An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients    Javier Barbero-Gómez, Pedro-Antonio Gutiérrez, Víctor-Manuel Vargas, Juan-Antonio Vallejo-Casas, César Hervás-Martínez arXiv_CV arXiv_CV  3D  Pose  Medical  CNN  PDF
• 2021-05-31 DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction    Dejie Chang, Mosha Chen, Chaozhen Liu, Liping Liu, Dongdong Li, Wei Li, Fei Kong, Bangchang Liu, Xiaobin Luo, Ji Qi, Qiao Jin, Bin Xu arXiv_AI arXiv_AI  Recognition  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-05-31 Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction    Yan Wang, Peng Tang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille arXiv_CV arXiv_CV  Segmentation  Pose  Action  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-05-31 CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography    Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou arXiv_CV arXiv_CV  Reconstruction  Segmentation  Enhancement  Super_Resolution  3D  Quantitative  Deep_Learning  Medical  PDF
• 2021-05-30 Longer Version for 'Deep Context-Encoding Network for Retinal Image Captioning'    Jia-Hong Huang, Ting-Wei Wu, Chao-Han Huck Yang, Marcel Worring arXiv_AI arXiv_AI  Image_Caption  Pose  Medical  Caption  PDF
• 2021-05-30 Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking    Fangyu Liu, Ivan Vulić, Anna Korhonen, Nigel Collier arXiv_AI arXiv_AI  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-05-29 Three-dimensional multimodal medical imaging system based on free-hand ultrasound and structured light    Jhacson Meza, Sonia H. Contreras-Ortiz, Lenny A. Romero, Andres G. Marrugo arXiv_CV arXiv_CV  Reconstruction  Tracking  3D  Pose_Estimation  Knowledge  Pose  Face  Medical  CNN  PDF
• 2021-05-29 Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images    Gianluca Gerard, Marco Piastra arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-05-29 Covid-19 diagnosis from x-ray using neural networks    Dinesh J, Mohammed Rhithick A arXiv_CV arXiv_CV  Recognition  Pose  Medical  CNN  PDF
• 2021-05-29 Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks    Yuanpeng Liu, Qinglei Hui, Zhiyi Peng, Shaolin Gong, Dexing Kong arXiv_CV arXiv_CV  Segmentation  3D  Weakly_Supervised  Pose  GAN  Medical  CNN  PDF
• 2021-05-29 Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation    Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler arXiv_CV arXiv_CV  Embedding  3D  Pose  Action  GAN  Medical  PDF
• 2021-05-28 3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions    Doga Gunduzalp, Batuhan Cengiz, Mehmet Ozan Unal, Isa Yildirim arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Quantitative  Deep_Learning  Relation  Denoising  Medical  PDF
• 2021-05-28 About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations    Dmitrii Shubin, Danny Eytan, Sebastian D. Goodfellow arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Medical  PDF
• 2021-05-28 Feature extraction and evaluation for BioMedical Question Answering    Ankit Shah, Srishti Singh, Shih-Yen Tao arXiv_CL arXiv_CL  Action  Medical  PDF
• 2021-05-28 Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction    Arthur Feeney, Rishabh Gupta, Veronika Thost, Rico Angell, Gayathri Chandu, Yash Adhikari, Tengfei Ma arXiv_AI arXiv_AI  Pose  Action  Relation  Medical  Prediction  PDF
• 2021-05-28 A systematic review of transfer learning based approaches for diabetic retinopathy detection    Burcu Oltu, Büşra Kübra Karaca, Hamit Erdem, Atilla Özgür arXiv_CV arXiv_CV  Transfer_Learning  Review  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-05-28 Chromatic and spatial analysis of one-pixel attacks against an image classifier    Janne Alatalo, Joni Korpihalkola, Tuomo Sipola, Tero Kokkonen arXiv_AI arXiv_AI  Medical  PDF
• 2021-05-28 SciFive: a text-to-text transformer model for biomedical literature    Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet arXiv_AI arXiv_AI  Transformer  Bert  Action  Relation  Relation_Extraction  Text_Generation  Medical  Inference  PDF
• 2021-05-28 Semi-supervised Anatomical Landmark Detection via Shape-regulated Self-training    Runnan Chen, Yuexin Ma, Lingjie Liu, Nenglun Chen, Zhiming Cui, Guodong Wei, Wenping Wang arXiv_CV arXiv_CV  Pose  Detection  Attention  Medical  PDF
• 2021-05-27 Unsupervised Domain Adaption of Object Detectors: A Survey    Poojan Oza, Vishwanath A. Sindagi, Vibashan VS, Vishal M. Patel arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Recognition  Pose  Survey  Classification  Deep_Learning  Detection  Object_Detection  Medical  Autonomous  PDF
• 2021-05-27 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference    Tuan Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Action  Detection  Relation  Relation_Extraction  Attention  Medical  CNN  Inference  Prediction  PDF
• 2021-05-27 Recent advances and clinical applications of deep learning in medical image analysis    Xuxin Chen, Ximin Wang, Ke Zhang, Roy Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Review  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-05-27 Deep Learning for Depression Recognition with Audiovisual Cues: A Review    Lang He, Mingyue Niu, Prayag Tiwari, Pekka Marttinen, Rui Su, Jiewei Jiang, Chenguang Guo, Hongyu Wang, Songtao Ding, Zhongmin Wang, Wei Dang, Xiaoying Pan arXiv_SD arXiv_SD  Recognition  Review  Speech  Face  Deep_Learning  Detection  Medical  PDF
• 2021-05-27 Neural Entity Recognition with Gazetteer based Fusion    Qing Sun, Parminder Bhatia arXiv_AI arXiv_AI  Recognition  Zero-Shot  Knowledge  Pose  Medical  PDF
• 2021-05-27 Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions    Sanguk Park, Minyoung Chung arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Contour  Attention  GAN  Medical  PDF
• 2021-05-27 Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future    David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson arXiv_CV arXiv_CV  Review  Survey  Deep_Learning  Attention  GAN  Medical  Prediction  PDF
• 2021-05-27 Towards Interpretable Attention Networks for Cervical Cancer Analysis    Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  Attention  Medical  PDF
• 2021-05-27 Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion    Yinyu Lan, Shizhu He, Xiangrong Zeng, Shengping Liu, Jun Zhao arXiv_AI arXiv_AI  Bert  Sparse  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Medical  PDF
• 2021-05-27 Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation    Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Regularization  Knowledge  Pose  Contrastive_Learning  Deep_Learning  Medical  PDF
• 2021-05-27 Multi-turn Dialog System on Single-turn Data in Medical Domain    Nazib Sorathiya, Chuan-An Lin, Daniel Chen Daniel Xiong, Scott Zin, Yi Zhang, He Sarina Yang, Sharon Xiaolei Huang arXiv_AI arXiv_AI  Medical  QA  PDF
• 2021-05-26 Issues in Object Detection in Videos using Common Single-Image CNNs    Spencer Ploeger, Lucas Dasovic arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Object_Detection  Medical  Autonomous  Prediction  Matching  PDF
• 2021-05-26 ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans    Hasib Zunair, Aimon Rahman, Nabeel Mohammed arXiv_CV arXiv_CV  3D  RNN  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-05-26 XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data    Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo arXiv_AI arXiv_AI  Unsupervised  Knowledge  Classification  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-05-26 Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics    Luyang Kong, Christopher Winestock, Parminder Bhatia arXiv_AI arXiv_AI  Bert  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Medical  PDF
• 2021-05-26 Improving Sign Language Translation with Monolingual Data by Sign Back-Translation    Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-05-25 Impact of detecting clinical trial elements in exploration of COVID-19 literature    Simon Šuster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez, Yulia Otmakhova arXiv_CL arXiv_CL  Recognition  Pose  Action  Quantitative  Detection  Relation  Medical  PDF
• 2021-05-25 Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation    Mst. Tasnim Pervin, Linmi Tao, Aminul Huq, Zuoxiang He, Li Huo arXiv_CV arXiv_CV  Segmentation  Enhancement  Adversarial  Pose  Deep_Learning  Medical  PDF
• 2021-05-25 CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning    Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alex Tuzhilin, Dmitry Umerenkov arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Medical  CNN  Prediction  Recommendation  PDF
• 2021-05-25 Deep learning-based bias transfer for overcoming laboratory differences of microscopic images    Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, Rafael Kramann, Tobias B. Huber, Guido Sauter, Victor G. Puelles, Marina Zimmermann, Stefan Bonn arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  GAN  Medical  PDF
• 2021-05-25 Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation    Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-05-25 A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction    Liyue Shen, Wei Zhao, Dante Capaldi, John Pauly, Lei Xing arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Knowledge  Deep_Learning  Medical  PDF
• 2021-05-24 DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration    Ankita Joshi, Yi Hong arXiv_CV arXiv_CV  3D  Pose  Face  Medical  PDF
• 2021-05-24 Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training    Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Edward Choi arXiv_CV arXiv_CV  Image_Caption  Transformer  Bert  Represenation_Learning  Pose  Classification  VQA  Attention  Medical  Caption  PDF
• 2021-05-24 A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections    Fernando Pérez-García, Reuben Dorent, Michele Rizzi, Francesco Cardinale, Valerio Frazzini, Vincent Navarro, Caroline Essert, Irène Ollivier, Tom Vercauteren, Rachel Sparks, John S. Duncan, Sébastien Ourselin arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Medical  CNN  PDF
• 2021-05-24 De-identification of Privacy-related Entities in Job Postings    Kristian Nørgaard Jensen, Mike Zhang, Barbara Plank arXiv_CL arXiv_CL  Transformer  Embedding  Bert  RNN  Medical  PDF
• 2021-05-22 Orthogonal Ensemble Networks for Biomedical Image Segmentation    Agostina J. Larrazabal, César Martínez, Jose Dolz, Enzo Ferrante arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  Prediction  PDF
• 2021-05-22 MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution    Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio' arXiv_CV arXiv_CV  Reconstruction  Segmentation  Transfer_Learning  Enhancement  Super_Resolution  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-05-22 Automated Knee X-ray Report Generation    Aydan Gasimova, Giovanni Montana, Daniel Rueckert arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-05-21 Hyper-Convolution Networks for Biomedical Image Segmentation    Tianyu Ma, Adrian V. Dalca, Mert R. Sabuncu arXiv_CV arXiv_CV  Segmentation  Pose  Relation  Medical  CNN  PDF
• 2021-05-21 Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval    Satya Rajendra Singh, Shiv Ram Dubey, Shruthi MS, Sairathan Ventrapragada, Saivamshi Salla Dasharatha arXiv_CV arXiv_CV  Reconstruction  Embedding  Unsupervised  Image_Retrieval  Pose  Deep_Learning  Medical  Matching  PDF
• 2021-05-21 An interpretable object detection based model for the diagnosis of neonatal lung diseases using Ultrasound images    Rodina Bassiouny (1), Adel Mohamed (2), Karthi Umapathy (1), Naimul Khan (1) ((1) Ryerson University, Toronto, Canada, (2) Mount Sinai Hospital, University of Toronto, Toronto, Canada) arXiv_CV arXiv_CV  Deep_Learning  Detection  Object_Detection  Medical  Prediction  PDF
• 2021-05-20 POCFormer: A Lightweight Transformer Architecture for Detection of COVID-19 Using Point of Care Ultrasound    Shehan Perera, Srikar Adhikari, Alper Yilmaz arXiv_CV arXiv_CV  Transformer  Deep_Learning  Detection  Medical  PDF
• 2021-05-20 Semi-supervised, Topology-Aware Segmentation of Tubular Structures from Live Imaging 3D Microscopy    Kasra Arnavaz, Oswin Krause, Jelena M. Krivokapic, Silja Heilmann, Jakob Andreas Bærentzen, Pia Nyeng, Aasa Feragen arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-05-20 Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks    Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji, Yi Pan, Yanqing Zhang arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Classification  Detection  Relation  Medical  CNN  PDF
• 2021-05-20 A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report    Hans-Jürgen Profitlich, Daniel Sonntag arXiv_CL arXiv_CL  Action  Detection  Medical  PDF
• 2021-05-20 DPN-SENet:A self-attention mechanism neural network for detection and diagnosis of COVID-19 from chest x-ray images    Bo Cheng, Ruhui Xue, Hang Yang, Laili Zhu, Wei Xiang arXiv_CV arXiv_CV  Enhancement  Recognition  Pose  Deep_Learning  Detection  Attention  GAN  Medical  CNN  PDF
• 2021-05-20 A low-rank representation for unsupervised registration of medical images    Dengqiang Jia, Shangqi Gao, Qunlong Chen, Xinzhe Luo, Xiahai Zhuang arXiv_CV arXiv_CV  Unsupervised  Optimization  Pose  Medical  PDF
• 2021-05-20 Medical Image Segmentation using Squeeze-and-Expansion Transformers    Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Siow Mong Goh arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  Medical  PDF
• 2021-05-19 Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder    Chuhong Lahlou, Ancil Crayton, Caroline Trier, Evan Willett arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Classification  Deep_Learning  Attention  Medical  Language_Model  Prediction  PDF
• 2021-05-19 Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images    Guang-Quan Zhou, Juzheng Miao, Xin Yang, Rui Li, En-Ze Huo, Wenlong Shi, Yuhao Huang, Jikuan Qian, Chaoyu Chen, Dong Ni arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Action  Deep_Learning  Detection  Medical  Inference  PDF
• 2021-05-19 TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation    Junxiao Chen, Jia Wei, Rui Li arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Quantitative  GAN  Medical  PDF
• 2021-05-19 Multiple Meta-model Quantifying for Medical Visual Question Answering    Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Transfer_Learning  Pose  VQA  Medical  QA  PDF
• 2021-05-19 MedSensor: Medication Adherence Monitoring Using Neural Networks on Smartwatch Accelerometer Sensor Data    Chrisogonas Odhiambo (1 and 3), Pamela Wright (2 and 3), Cindy Corbett (2 and 3), Homayoun Valafar (1 and 3) ((1) Computer Science and Engineering Department, (2) College of Nursing, (3) University of South Carolina) arXiv_AI arXiv_AI  Gesture  Pose  Medical  PDF
• 2021-05-18 Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction    Ruijing Yang, Ziyu Guan, Zitong Yu, Guoying Zhao, Xiaoyi Feng, Jinye Peng arXiv_CV arXiv_CV  Recognition  Pose  Attention  Medical  Prediction  PDF
• 2021-05-18 An Automated Method to Enrich Consumer Health Vocabularies Using GloVe Word Embeddings and An Auxiliary Lexical Resource    Mohammed Ibrahim, Susan Gauch, Omar Salman, Mohammed Alqahatani arXiv_CL arXiv_CL  Embedding  Knowledge  Ontology  Medical  PDF
• 2021-05-18 Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records    Yuval Shahar, Matan Lion arXiv_AI arXiv_AI  Knowledge  Action  Classification  Medical  Prediction  Matching  PDF
• 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 Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery    Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, William L Hamilton arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Medical  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
• 2021-05-15 Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers    Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Zero-Shot  Regularization  Adversarial  Self-Supervised  Deep_Learning  Relation  Attention  Medical  CNN  Inference  Matching  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 MixDefense: A Defense-in-Depth Framework for Adversarial Example Detection Based on Statistical and Semantic Analysis    Yang Yijun, Gao Ruiyuan, Li Yu, Lai Qiuxia, Xu Qiang arXiv_AI arXiv_AI  Knowledge  Adversarial  Pose  Classification  Detection  Medical  Image_Classification  Autonomous  Inference  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 Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring    Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan, Maryam Fallahpoor, Chegeni Hossein, Manoranjan Paul arXiv_CV arXiv_CV  Deep_Learning  Relation  Medical  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