Medical

Medical

• 2021-10-15 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text    Maya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-10-15 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models    Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-15 A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone    Chinazunwa Uwaoma, Gunjan Mansingh arXiv_AI arXiv_AI  Recognition  Pose  Classification  Medical  PDF
• 2021-10-14 Compressibility of Distributed Document Representations    Blaž Škrlj, Matej Petkovič arXiv_AI arXiv_AI  Text_Classification  Pose  Classification  Medical  Language_Model  PDF
• 2021-10-14 Building Chinese Biomedical Language Models via Multi-Level Text Discrimination    Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang arXiv_AI arXiv_AI  Bert  Medical  Language_Model  PDF
• 2021-10-14 DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models    Riddhish Bhalodia, Shireen Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross Whitaker arXiv_CV arXiv_CV  Segmentation  3D  Optimization  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-10-14 MIMICause : Defining, identifying and predicting types of causal relationships between biomedical concepts from clinical notes    Vivek Khetan, Md Imbesat Hassan Rizvi, Jessica Huber, Paige Bartusiak, Bogdan Sacaleanu, Andrew Fano arXiv_CL arXiv_CL  Pose  Relation  Medical  Language_Model  PDF
• 2021-10-13 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains    Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang arXiv_CL arXiv_CL  Medical  PDF
• 2021-10-13 Collaborative Semantic Aggregation and Calibration for Separated Domain Generalization    Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin arXiv_CV arXiv_CV  Pose  Attention  Medical  PDF
• 2021-10-13 MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks    Laith Alzubaidi, J. Santamaría, Mohamed Manoufali, Beadaa Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H.Al-Timemy, Omran Al-Shamma, Ye Duan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-10-13 Breaking the Dilemma of Medical Image-to-image Translation    Lingke Kong, Chenyu Lian, Detian Huang, Zhenjiang Li, Yanle Hu, Qichao Zhou arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-10-12 CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation    Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu arXiv_CV arXiv_CV  Transformer  Style_Transfer  3D  Adversarial  Pose  Attention  Medical  CNN  PDF
• 2021-10-12 An Overview of Ontologies and Tool Support for COVID-19 Analytics    Aakash Ahmad, Madhushi Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar arXiv_CL arXiv_CL  Knowledge  Ontology  Medical  Inference  Recommendation  PDF
• 2021-10-12 Application of Homomorphic Encryption in Medical Imaging    Francis Dutil, Alexandre See, Lisa Di Jorio, Florent Chandelier arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-10-12 MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis    Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong arXiv_CV arXiv_CV  Knowledge  Action  Attention  Medical  CNN  PDF
• 2021-10-11 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training    Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Medical  PDF
• 2021-10-11 Homogeneous Learning: Self-Attention Decentralized Deep Learning    Yuwei Sun, Hideya Ochiai arXiv_AI arXiv_AI  Reinforcement_Learning  Adversarial  Pose  Classification  Deep_Learning  Detection  Attention  Medical  Image_Classification  PDF
• 2021-10-11 Multiple Object Trackers in OpenCV: A Benchmark    Nađa Dardagan, Adnan Brđanin, Džemil Džigal, Amila Akagic arXiv_AI arXiv_AI  Surveillance  Tracking  Object_Tracking  Medical  Autonomous  PDF
• 2021-10-11 Pre-trained Language Models in Biomedical Domain: A Survey from Multiscale Perspective    Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie fu arXiv_CL arXiv_CL  Review  Pose  Survey  Medical  Language_Model  PDF
• 2021-10-10 Increasing a microscope's effective field of view via overlapped imaging and machine learning    Xing Yao, Vinayak Pathak, Haoran Xi, Amey Chaware, Colin Cooke, Kanghyun Kim, Shiqi Xu, Yuting Li, Timothy Dunn, Pavan Chandra Konda, Kevin C. Zhou, Roarke Horstmeyer arXiv_CV arXiv_CV  Classification  Detection  Medical  CNN  PDF
• 2021-10-10 An Overview of Techniques for Biomarker Discovery in Voice Signal    Rita Singh, Ankit Shah, Hira Dhamyal arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-10-09 Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery    Hideaki Kawaguchi arXiv_AI arXiv_AI  Knowledge  Relation  Attention  Medical  PDF
• 2021-10-09 Vision Transformer based COVID-19 Detection using Chest X-rays    Koushik Sivarama Krishnan, Karthik Sivarama Krishnan arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Detection  Medical  PDF
• 2021-10-09 Research on Knowledge based Expert System for Medical Diagnosis    Xin Huang, Xuejiao Tang, Wenbin Zhang arXiv_AI arXiv_AI  Knowledge  Pose  Face  Medical  Inference  PDF
• 2021-10-09 Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers    Aakash Varma Nadimpalli, Narsi Reddy, Sreeraj Ramachandran, Ajita Rattani arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-10-08 Medical Dead-ends and Learning to Identify High-risk States and Treatments    Mehdi Fatemi, Taylor W. Killian, Jayakumar Subramanian, Marzyeh Ghassemi arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  Prediction  PDF
• 2021-10-08 Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation    KwanYong Park, Sanghyun Woo, Inkyu Shin, In So Kweon arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Attention  Medical  Autonomous  PDF
• 2021-10-08 Diabetic Retinopathy Screening Using Custom-Designed Convolutional Neural Network    Fahman Saeed, Muhammad Hussain, Senior Member, IEEE, Hatim A Aboalsamh, Senior Member, IEEE, Fadwa Al Adel, Adi Mohammed Al Owaifeer arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-10-07 Adaptive Early-Learning Correction for Segmentation from Noisy Annotations    Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-07 Towards Accurate Cross-Domain In-Bed Human Pose Estimation    Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira Edussooriya arXiv_CV arXiv_CV  Pose_Estimation  Knowledge  Pose  Medical  PDF
• 2021-10-07 GeSERA: General-domain Summary Evaluation by Relevance Analysis    Jessica López Espejel, Gaël de Chalendar, Jorge Garcia Flores, Thierry Charnois, Ivan Vladimir Meza Ruiz arXiv_CL arXiv_CL  Relation  Medical  PDF
• 2021-10-07 Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving    Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-10-07 Prototype Learning for Interpretable Respiratory Sound Analysis    Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl arXiv_SD arXiv_SD  Pose  Classification  Medical  PDF
• 2021-10-07 Federated Learning from Small Datasets    Michael Kamp (1), Jonas Fischer (2), Jilles Vreeken (1) ((1) CISPA Helmholtz Center for Information Security, (2) Max Planck Institute for Informatics) arXiv_AI arXiv_AI  Sparse  Pose  Medical  PDF
• 2021-10-07 Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement    Uddeshya Upadhyay, Viswanath P. Sudarshan, Suyash P. Awate arXiv_CV arXiv_CV  Reconstruction  Enhancement  Adversarial  Pose  Image_Enhancement  GAN  Medical  Prediction  PDF
• 2021-10-07 Moment evolution equations and moment matching for stochastic image EPDiff    Alexander Christgau, Alexis Arnaudon, Stefan Sommer arXiv_CV arXiv_CV  Relation  Medical  Inference  Matching  PDF
• 2021-10-07 Curating Subject ID Labels using Keypoint Signatures    Laurent Chauvin, Matthew Toews arXiv_CV arXiv_CV  3D  Medical  PDF
• 2021-10-06 Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports    Riddhish Bhalodia, Ali Hatamizadeh, Leo Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-10-06 Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer    Wenda Xu, Michael Saxon, Misha Sra, William Yang Wang arXiv_CL arXiv_CL  Transformer  Style_Transfer  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-06 Resolution-Optimal Motion Planning for Steerable Needles    Mengyu Fu, Kiril Solovey, Oren Salzman, Ron Alterovitz arXiv_RO arXiv_RO  3D  Pose  Medical  PDF
• 2021-10-06 Nested Policy Reinforcement Learning    Aishwarya Mandyam, Andrew Jones, Krzysztof Laudanski, Barbara Engelhardt arXiv_AI arXiv_AI  Reinforcement_Learning  Action  Medical  PDF
• 2021-10-06 Automatic Identification of the End-Diastolic and End-Systolic Cardiac Frames from Invasive Coronary Angiography Videos    Yinghui Meng, Minghao Dong, Xumin Dai, Haipeng Tang, Chen Zhao, Jingfeng Jiang, Shun Xu, Ying Zhou, Fubao Zhu1, Zhihui Xu, Weihua Zhou arXiv_CV arXiv_CV  3D  Review  Pose  Detection  Medical  Optical_Flow  PDF
• 2021-10-06 A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D Meshes    Yansel González Tejeda, Helmut A. Mayer arXiv_AI arXiv_AI  3D  Medical  CNN  PDF
• 2021-10-06 StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis    Islem Mhiri, Mohamed Ali Mahjoub, Islem Rekik arXiv_CV arXiv_CV  Super_Resolution  Knowledge  Adversarial  Pose  Medical  PDF
• 2021-10-06 Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning    Basar Demir, Alaa Bessadok, Islem Rekik arXiv_CV arXiv_CV  Embedding  Super_Resolution  Regularization  Knowledge  Adversarial  Pose  Deep_Learning  Medical  PDF
• 2021-10-05 BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images    Boyu Zhang, Aleksandar Vakanski, Min Xian arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-10-05 Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation    Dorothy Cheng, Edmund Y. Lam arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Salient  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-10-05 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation    Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-10-05 FoodChem: A food-chemical relation extraction model    Gjorgjina Cenikj, Barbara Koroušić Seljak, Tome Eftimov arXiv_CL arXiv_CL  Transformer  Bert  Review  Pose  Action  Classification  Relation  Relation_Extraction  Medical  PDF
• 2021-10-05 Investigating Health-Aware Smart-Nudging with Machine Learning to Help People Pursue Healthier Eating-Habits    Mansura A Khan, Khalil Muhammad, Barry Smyth, David Coyle arXiv_AI arXiv_AI  Knowledge  Pose  Attention  GAN  Medical  Recommendation  PDF
• 2021-10-05 Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images    Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao arXiv_CV arXiv_CV  Reconstruction  Pose  Action  Detection  Medical  PDF
• 2021-10-04 Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge    Minh Q. Tran, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Medical  PDF
• 2021-10-03 A New Approach for Image Authentication Framework for Media Forensics Purpose    Ahmad M Nagm, Khaled Y Youssef, Mohammad I Youssef arXiv_CV arXiv_CV  Enhancement  Pose  Relation  Medical  PDF
• 2021-10-03 Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework    Pia Schneider, Dominik Müller, Frank Kramer arXiv_CV arXiv_CV  Classification  Medical  Prediction  PDF
• 2021-10-03 Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans    Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-10-03 Artificial Intelligence For Breast Cancer Detection: Trends & Directions    Shahid Munir Shah, Rizwan Ahmed Khan, Sheeraz Arif, Unaiza Sajid arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-10-03 Bounding Box Tightness Prior for Weakly Supervised Image Segmentation    Juan Wang, Bin Xia arXiv_AI arXiv_AI  Segmentation  Weakly_Supervised  Pose  Medical  Prediction  PDF
• 2021-10-01 A review of Generative Adversarial Networks and its applications in a wide variety of disciplines -- From Medical to Remote Sensing    Ankan Dash, Junyi Ye, Guiling Wang arXiv_AI arXiv_AI  Knowledge  Review  Adversarial  Survey  GAN  Medical  Prediction  PDF
• 2021-10-01 Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning    Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan arXiv_AI arXiv_AI  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-10-01 Predicting COVID-19 Patient Shielding: A Comprehensive Study    Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer arXiv_AI arXiv_AI  Transformer  Knowledge  Classification  GAN  Medical  Prediction  PDF
• 2021-09-30 Development of the algorithm for differentiating bone metastases and trauma of the ribs in bone scintigraphy and demonstration of visual evidence of the algorithm -- Using only anterior bone scan view of thorax    Shigeaki Higashiyama, Yukino Ohta, Yutaka Katayama, Atsushi Yoshida, Joji Kawabe arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2021-09-30 DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization    Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2021-09-30 Transferability Estimation for Semantic Segmentation Task    Yang Tan, Yang Li, Shao-Lun Huang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Medical  Image_Classification  Autonomous  PDF
• 2021-09-30 Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies    Hannah M. Schlüter, Jeremy Tan, Benjamin Hou, Bernhard Kainz arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Medical  PDF
• 2021-09-30 Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks    Andreas Wachter, Werner Nahm arXiv_AI arXiv_AI  Recognition  Knowledge  Pose  Classification  Detection  Relation  Medical  PDF
• 2021-09-30 Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow    Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Knowledge  Pose  Face  Medical  PDF
• 2021-09-30 First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data    Masataka Tasumi, Kazuki Iwahana, Naoto Yanai, Katsunari Shishido, Toshiya Shimizu, Yuji Higuchi, Ikuya Morikawa, Jun Yajima arXiv_AI arXiv_AI  Action  Medical  PDF
• 2021-09-30 Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation    Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Detection  Attention  GAN  Medical  PDF
• 2021-09-30 Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images    Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Optimization  Sparse  Pose  Detection  GAN  Medical  PDF
• 2021-09-30 Tipping the Scales: A Corpus-Based Reconstruction of Adjective Scales in the McGill Pain Questionnaire    Miriam Stern arXiv_CL arXiv_CL  Reconstruction  Relation  Medical  PDF
• 2021-09-29 Multi-loss ensemble deep learning for chest X-ray classification    Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer Antani arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2021-09-29 Does deep learning model calibration improve performance in class-imbalanced medical image classification?    Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-09-29 Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout    Yamen Ali, Aiham Taleb, Marina M. -C. Höhne, Christoph Lippert arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-09-28 Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations    Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R.V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell arXiv_CV arXiv_CV  Segmentation  Medical  CNN  PDF
• 2021-09-28 Articulatory Coordination for Speech Motor Tracking in Huntington Disease    Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost arXiv_SD arXiv_SD  Tracking  Speech  Medical  PDF
• 2021-09-28 All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation    Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Attention  Medical  PDF
• 2021-09-28 Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling    Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael Bronstein, Dirk Vandermeulen, Peter Claes arXiv_CV arXiv_CV  Unsupervised  3D  Pose  Face  Deep_Learning  Medical  PDF
• 2021-09-28 Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs    Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  GAN  Medical  CNN  PDF
• 2021-09-27 Discovering Drug-Target Interaction Knowledge from Biomedical Literature    Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Action  Relation  Medical  PDF
• 2021-09-27 Knowledge-Aware Neural Networks for Medical Forum Question Classification    Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly arXiv_CL arXiv_CL  Bert  Knowledge  Classification  Medical  PDF
• 2021-09-27 Machine Learning based Medical Image Deepfake Detection: A Comparative Study    Siddharth Solaiyappan, Yuxin Wen arXiv_CV arXiv_CV  Detection  Medical  CNN  PDF
• 2021-09-27 Leveraging Multiple CNNs for Triaging Medical Workflow    Lakshmi A. Ghantasala arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2021-09-26 Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation    Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang, Lixu Gu, Yu Qiao arXiv_CV arXiv_CV  Segmentation  3D  Pose  GAN  Medical  PDF
• 2021-09-26 Using Soft Labels to Model Uncertainty in Medical Image Segmentation    João Lourenço Silva, Arlindo L. Oliveira arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  GAN  Medical  Inference  Prediction  Matching  PDF
• 2021-09-25 Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System    Chinmoy Bose, Anirvan Basu arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  GAN  Medical  Image_Classification  PDF
• 2021-09-25 Coreference Resolution for the Biomedical Domain: A Survey    Pengcheng Lu, Massimo Poesio arXiv_CL arXiv_CL  Review  Survey  Action  Attention  Medical  Language_Model  PDF
• 2021-09-25 A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging    Thomas Henn, Yasukazu Sakamoto, Clément Jacquet, Shunsuke Yoshizawa, Masamichi Andou, Stephen Tchen, Ryosuke Saga, Hiroyuki Ishihara, Katsuhiko Shimizu, Yingzhen Li, Ryutaro Tanno arXiv_AI arXiv_AI  Classification  Detection  Object_Detection  Medical  PDF
• 2021-09-25 Multi-Modal Multi-Instance Learning for Retinal Disease Recognition    Xirong Li, Yang Zhou, Jie Wang, Hailan Lin, Jianchun Zhao, Dayong Ding, Weihong Yu, Youxin Chen arXiv_AI arXiv_AI  Recognition  Pose  Attention  Medical  PDF
• 2021-09-25 BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation    Qiran Jia, Hai Shu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Pose  Classification  Attention  GAN  Medical  CNN  Image_Classification  PDF
• 2021-09-25 Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels    Mintong Kang, Yongyi Lu, Alan L. Yuille, Zongwei Zhou arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-09-25 Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation    An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu arXiv_CL arXiv_CL  Weakly_Supervised  Pose  Contrastive_Learning  Text_Generation  Medical  PDF
• 2021-09-24 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations    Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley arXiv_CL arXiv_CL  Transformer  Summarization  Medical  PDF
• 2021-09-24 GERNERMED -- An Open German Medical NER Model    Johann Frei, Frank Kramer arXiv_AI arXiv_AI  Recognition  Speech  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-09-23 SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings    Fengze Liu, Ke Yan, Adam Harrison, Dazhou Guo, Le Lu, Alan Yuille, Lingyun Huang, Guotong Xie, Jing Xiao, Xianghua Ye, Dakai Jin arXiv_CV arXiv_CV  Embedding  Unsupervised  3D  Self-Supervised  Quantitative  GAN  Medical  PDF
• 2021-09-23 Improving Tuberculosis Prediction using Synthetically Generated Computed Tomography Images    Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova arXiv_CV arXiv_CV  Classification  GAN  Medical  Prediction  PDF
• 2021-09-22 3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework    Shafin Haque, Ayaan Haque arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Relation  GAN  Medical  PDF
• 2021-09-22 The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images    Devran Ugurlu, Esther Puyol-Anton, Bram Ruijsink, Alistair Young, Ines Machado, Kerstin Hammernik, Andrew P. King, Julia A. Schnabel arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-09-22 Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images    Zhenzhen Wang, Aleksander S. Popel, Jeremias Sulam arXiv_CV arXiv_CV  Segmentation  Attention  Medical  PDF
• 2021-09-22 Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images    Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Medical  CNN  PDF
• 2021-09-22 A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation    Robin Camarasa (1 and 2), Daniel Bos (2 and 3), Jeroen Hendrikse (4), Paul Nederkoorn (5), M. Eline Kooi (6), Aad van der Lugt (2), Marleen de Bruijne (1, 2 and 7), ((1) Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands, (2) Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands, (3) Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands, (4) Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands, (5) Department of Neurology, Academic Medical Center University of Amsterdam, Amsterdam, The Netherlands, (6) Department of Radiology and Nuclear Medicine, CARIM School for Cardiovascular Diseases, Maastricht University Medical Center, Maastricht, The Netherlands, (7) Department of Computer Science, University of Copenhagen, Denmark) arXiv_CV arXiv_CV  Segmentation  Quantitative  Classification  Relation  Medical  Prediction  PDF
• 2021-09-22 Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation    Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Face  Deep_Learning  Medical  PDF
• 2021-09-22 Towards The Automatic Coding of Medical Transcripts to Improve Patient-Centered Communication    Gilchan Park, Julia Taylor Rayz, Cleveland G. Shields arXiv_CL arXiv_CL  Pose  Medical  PDF
• 2021-09-21 Mixed-supervised segmentation: Confidence maximization helps knowledge distillation    Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Action  Quantitative  Medical  Prediction  PDF
• 2021-09-21 What Would it Take to get Biomedical QA Systems into Practice?    Gregory Kell, Iain J. Marshall, Byron C. Wallace, Andre Jaun arXiv_AI arXiv_AI  Pose  Medical  QA  PDF
• 2021-09-21 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations    Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra arXiv_CL arXiv_CL  Face  Action  Detection  Medical  PDF
• 2021-09-21 Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks    Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang arXiv_AI arXiv_AI  Pose  Face  Action  Medical  Prediction  PDF
• 2021-09-21 An Ultra-Fast Method for Simulation of Realistic Ultrasound Images    Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-09-21 Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation    Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai arXiv_AI arXiv_AI  Segmentation  Pose  Medical  Prediction  PDF
• 2021-09-20 Balanced-MixUp for Highly Imbalanced Medical Image Classification    Adrian Galdran, Gustavo Carneiro, Miguel A. González Ballester arXiv_CV arXiv_CV  Regularization  Pose  Classification  Medical  Image_Classification  PDF
• 2021-09-20 Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images    Lukas Uzolas, Javier Rico, Pierrick Coupé, Juan C. SanMiguel György Cserey arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Classification  Detection  GAN  Medical  PDF
• 2021-09-20 FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Future Medical Imaging    Karim Lekadira, Richard Osuala, Catherine Gallin, Noussair Lazrak, Kaisar Kushibar, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Konstantinos Marias, Manolis Tskinakis, Sara Colantonio, Nickolas Papanikolaou, Zohaib Salahuddin, Henry C Woodruff, Philippe Lambin, Luis Martí-Bonmatí arXiv_AI arXiv_AI  Reconstruction  Segmentation  Medical  Recommendation  PDF
• 2021-09-20 Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation    Xuanting Hao, Shengbo Gao, Lijie Sheng, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Medical  Prediction  PDF
• 2021-09-20 Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time    Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang arXiv_AI arXiv_AI  Pose  Relation  Medical  Prediction  PDF
• 2021-09-20 Tele-Operated Oropharyngeal Swab RobotEnabled by TSS Soft Hand for Safe and EffectiveCOVID-19 OP Sampling    Wei Chen, Jianshu Zhou, Shing Shin Cheng, Yiang Lu, Fangxun Zhong, Yuan Gao, Yaqing Wang, Lingbin Xue, Michael C. F. Tong, Yun-Hui Liu arXiv_RO arXiv_RO  Pose  Medical  PDF
• 2021-09-19 Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance    Praveen Joshi, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzamana, Ted Scully, Haithem Afli arXiv_AI arXiv_AI  Classification  Detection  Attention  GAN  Medical  Image_Classification  PDF
• 2021-09-19 Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation    Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki arXiv_CV arXiv_CV  Segmentation  Unsupervised  Medical  PDF
• 2021-09-18 Development of patients triage algorithm from nationwide COVID-19 registry data based on machine learning    Hyung Ju Hwang, Seyoung Jung, Min Sue Park, Hyeontae Jo arXiv_AI arXiv_AI  Optimization  Knowledge  Medical  PDF
• 2021-09-18 Atrial Fibrillation: A Medical and Technological Review    Samayan Bhattacharya, Sk Shahnawaz arXiv_CV arXiv_CV  OCR  Review  Detection  Relation  Attention  Medical  PDF
• 2021-09-18 Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals    Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng arXiv_AI arXiv_AI  Transfer_Learning  RNN  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  Medical  PDF
• 2021-09-18 MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation    Anastasia Makarevich, Azade Farshad, Vasileios Belagiannis, Nassir Navab arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Few-Shot  GAN  Medical  PDF
• 2021-09-18 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation    Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Attention  Medical  PDF
• 2021-09-17 Segmentation of Brain MRI using an Altruistic Harris Hawks' Optimization algorithm    Rajarshi Bandyopadhyay, Rohit Kundu, Diego Oliva, Ram Sarkar arXiv_AI arXiv_AI  Segmentation  Optimization  Pose  Medical  PDF
• 2021-09-17 Self-supervised learning methods and applications in medical imaging analysis: A survey    Saeed Shurrab, Rehab Duwiari arXiv_CV arXiv_CV  Review  Self-Supervised  Survey  Medical  PDF
• 2021-09-17 Asymmetric 3D Context Fusion for Universal Lesion Detection    Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni arXiv_AI arXiv_AI  3D  Pose  Detection  Medical  PDF
• 2021-09-17 Self-Supervised Neural Architecture Search for Imbalanced Datasets    Aleksandr Timofeev, Grigorios G. Chrysos, Volkan Cevher arXiv_AI arXiv_AI  NAS  Self-Supervised  Pose  Medical  PDF
• 2021-09-17 Slot Filling for Biomedical Information Extraction    Yannis Papanikolaou, Francine Bennett arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Knowledge  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2021-09-17 Transformer-Unet: Raw Image Processing with Unet    Youyang Sha, Yonghong Zhang, Xuquan Ji, Lei Hu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Attention  Medical  Image_Classification  PDF
• 2021-09-17 Task-adaptive Pre-training of Language Models with Word Embedding Regularization    Kosuke Nishida, Kyosuke Nishida, Sen Yoshida arXiv_CL arXiv_CL  Embedding  Regularization  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-09-16 Eformer: Edge Enhancement based Transformer for Medical Image Denoising    Achleshwar Luthra, Harsh Sulakhe, Tanish Mittal, Abhishek Iyer, Santosh Yadav arXiv_CV arXiv_CV  Transformer  Enhancement  Pose  Denoising  Attention  Medical  PDF
• 2021-09-16 Automated risk classification of colon biopsies based on semantic segmentation of histopathology images    John-Melle Bokhorsta, Iris D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma Mesker, Michael Vieth, Jeroen van der Laak, Francesco Ciompi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Medical  PDF
• 2021-09-16 A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer    Shiyu Fan, Runhai Xu, Zhaohang Yan arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Medical  QA  PDF
• 2021-09-16 Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition    Paul Festor, Giulia Luise, Matthieu Komorowski, A. Aldo Faisal arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Pose  Face  Medical  PDF
• 2021-09-16 Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models    Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona de Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas arXiv_CL arXiv_CL  Medical  Language_Model  PDF
• 2021-09-16 DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT    Mingyuan Meng, Bingxin Gu, Lei Bi, Shaoli Song, David Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-09-16 A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation    S. M. Kamrul Hasan, Cristian A. Linte arXiv_CV arXiv_CV  Segmentation  3D  Deep_Learning  Relation  Medical  PDF
• 2021-09-15 Federated Contrastive Learning for Decentralized Unlabeled Medical Images    Nanqing Dong, Irina Voiculescu arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Detection  Medical  PDF
• 2021-09-15 Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation    Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Medical  PDF
• 2021-09-15 Comparing decision mining approaches with regard to the meaningfulness of their results    Beate Scheibel, Stefanie Rinderle-Ma arXiv_AI arXiv_AI  Relation  Medical  PDF
• 2021-09-15 Enhancing Clinical Information Extraction with Transferred Contextual Embeddings    Zimin Wan, Chenchen Xu, Hanna Suominen arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Action  Deep_Learning  Medical  PDF
• 2021-09-15 Transformer-based Language Models for Factoid Question Answering at BioASQ9b    Urvashi Khanna, Diego Mollá arXiv_CL arXiv_CL  Transformer  Bert  Medical  Language_Model  PDF
• 2021-09-15 MISSFormer: An Effective Medical Image Segmentation Transformer    Xiaohong Huang, Zhifang Deng, Dandan Li, Xueguang Yuan arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  GAN  Medical  CNN  PDF
• 2021-09-15 Can Language Models be Biomedical Knowledge Bases?    Mujeen Sung, Jinhyuk Lee, Sean Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang arXiv_CL arXiv_CL  Knowledge  Pose  Relation  Attention  Medical  Language_Model  Prediction  PDF
• 2021-09-15 Patch-based medical image segmentation using Quantum Tensor Networks    Raghavendra Selvan, Erik B Dam, Søren Alexander Flensborg, Jens Petersen arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-09-15 Learning Friction Model for Magnet-actuated Tethered Capsule Robot    Yi Wang, Yuyang Tu, Yuchen He, Xutian Deng, Ziwei Lei, Jianwei Zhang, Miao Li arXiv_RO arXiv_RO  Pose  Relation  Medical  PDF
• 2021-09-15 Improving Text Auto-Completion with Next Phrase Prediction    Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee arXiv_CL arXiv_CL  Self-Supervised  Pose  Medical  Language_Model  Prediction  PDF
• 2021-09-15 Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net    Yanwu Yang, Xutao Guo, Yiwei Pan, Pengcheng Shi, Haiyan Lv, Ting Ma arXiv_AI arXiv_AI  Image_Caption  Segmentation  Pose  Medical  Prediction  PDF
• 2021-09-14 Decision-Focused Summarization    Chao-Chun Hsu, Chenhao Tan arXiv_AI arXiv_AI  Review  Pose  Summarization  Medical  PDF
• 2021-09-14 Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus    Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Srinivasan Parthasarathy, Amit Sheth, Olivier Bodenreider arXiv_CL arXiv_CL  Transformer  Embedding  Bert  RNN  Action  Medical  Prediction  PDF
• 2021-09-14 ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization    Stenzel Cackowski, Emmanuel L. Barbier, Michel Dojat, Thomas Christen arXiv_CV arXiv_CV  Self-Supervised  Classification  GAN  Medical  PDF
• 2021-09-14 A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients    Adam Izdebski, Patrick J Thoral, Robbert C A Lalisang, Dean M McHugh, Robert Entjes, Nardo J M van der Meer, Dave A Dongelmans, Age D Boelens, Sander Rigter, Stefaan H A Hendriks, Remko de Jong, Marlijn J A Kamps, Marco Peters, A Karakus, Diederik Gommers, Dharmanand Ramnarain, Evert-Jan Wils, Sefanja Achterberg, Ralph Nowitzky, Walter van den Tempel, Cornelis P C de Jager, Fleur G C A Nooteboom, Evelien Oostdijk, Peter Koetsier, Alexander D Cornet, Auke C Reidinga, Wouter de Ruijter, Rob J Bosman, Tim Frenzel, Louise C Urlings-Strop, Paul de Jong, Ellen G M Smit, Olaf L Cremer, Frits H M van Osch, Harald J Faber, Judith Lens, Gert B Brunnekreef, Barbara Festen-Spanjer, Tom Dormans, Bram Simons, A A Rijkeboer, Annemieke Dijkstra, Sesmu Arbous, Marcel Aries, Menno Beukema, Rutger van Raalte, et al. (4 additional authors not shown) arXiv_AI arXiv_AI  Medical  Inference  PDF
• 2021-09-14 Learning Based Adaptive Force Control of Robotic Manipulation Based on Real-Time Object Stiffness Detection    Zhaoxing Deng, Xutian Deng, Miao Li arXiv_RO arXiv_RO  Pose  Detection  Medical  PDF
• 2021-09-14 MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model    Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott arXiv_CL arXiv_CL  Unsupervised  Recognition  Pose  Classification  Medical  Language_Model  PDF
• 2021-09-13 POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring    Reda Abdellah Kamraoui, Vinh-Thong Ta, Nicolas Papadakis, Fanny Compaire, José V Manjon, Pierrick Coupé arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  PDF
• 2021-09-13 Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging    Arpan Tripathi, Abhilash Rakkunedeth, Mahesh Raveendranatha Panicker, Jack Zhang, Naveenjyote Boora, Jessica Knight, Jacob Jaremko, Yale Tung Chen, Kiran Vishnu Narayan, Kesavadas C arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Detection  Attention  Medical  PDF
• 2021-09-13 On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation    Zhaoshuo Li, Nathan Drenkow, Hao Ding, Andy S. Ding, Alexander Lu, Francis X. Creighton, Russell H. Taylor, Mathias Unberath arXiv_CV arXiv_CV  3D  Regularization  Self-Supervised  Survey  Attention  Medical  Prediction  PDF
• 2021-09-13 Application of Machine Learning in Early Recommendation of Cardiac Resynchronization Therapy    Brendan E. Odigwe, Francis G. Spinale, Homayoun Valafar arXiv_AI arXiv_AI  Medical  Recommendation  PDF
• 2021-09-13 Knowledge Graph-based Neurodegenerative Diseases and Diet Relationship Discovery    Yi Nian, Jingcheng Du, Larry Bu, Fang Li, Xinyue Hu, Yuji Zhang, Cui Tao arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Relation  Medical  PDF
• 2021-09-13 Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers    Charlie Saillard, Olivier Dehaene, Tanguy Marchand, Olivier Moindrot, Aurélie Kamoun, Benoit Schmauch, Simon Jegou arXiv_CV arXiv_CV  Self-Supervised  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-09-13 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media    Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad Ghassemi, Emmanuele Chersoni arXiv_CL arXiv_CL  Transformer  Bert  Zero-Shot  Pose  Action  Detection  Medical  PDF
• 2021-09-13 HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation    Yijun Yang, Shujun Wang, Pheng-Ann Heng, Lequan Yu arXiv_CV arXiv_CV  Segmentation  Regularization  Knowledge  Pose  Medical  PDF
• 2021-09-13 Robust Multi-Domain Mitosis Detection    Mustaffa Hussain, Ritesh Gangnani, Sasidhar Kadiyala arXiv_CV arXiv_CV  Pose  Classification  Detection  GAN  Medical  PDF
• 2021-09-13 Domain and Content Adaptive Convolution for Domain Generalization in Medical Image Segmentation    Shishuai Hu, Zehui Liao, Jianpeng Zhang, Yong Xia arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-09-12 Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network    Ma Da, Lu Donghuan, Popuri Karteek, Beg Mirza Faisal arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  PDF
• 2021-09-12 Check Your Other Door! Establishing Backdoor Attacks in the Frequency Domain    Hasan Abed Al Kader Hammoud, Bernard Ghanem arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Classification  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2021-09-12 CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation    Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig B. Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandras arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  CNN  Inference  PDF
• 2021-09-11 Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networks    Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr arXiv_CV arXiv_CV  Pose  Detection  Medical  CNN  Prediction  PDF
• 2021-09-11 Modular Self-Supervision for Document-Level Relation Extraction    Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon arXiv_CL arXiv_CL  Pose  Face  Action  Detection  Relation  Relation_Extraction  Medical  Inference  PDF
• 2021-09-11 Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction    Jiarun Liu, Ruirui Li, Chuan Sun arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-09-10 Improved Latent Tree Induction with Distant Supervision via Span Constraints    Zhiyang Xu, Andrew Drozdov, Jay Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum arXiv_CL arXiv_CL  Unsupervised  Medical  PDF
• 2021-09-10 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT    Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Pose  Classification  Medical  QA  PDF
• 2021-09-10 AI Agents in Emergency Response Applications    Aryan Naim, Ryan Alimo, Jay Braun arXiv_AI arXiv_AI  Pose  Face  Medical  PDF
• 2021-09-09 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization    Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI  Summarization  Medical  PDF
• 2021-09-09 Fair Conformal Predictors for Applications in Medical Imaging    Charles Lu, Andreanne Lemay, Ken Chang, Katharina Hoebel, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV  Review  Survey  Deep_Learning  Medical  Prediction  PDF
• 2021-09-09 Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-09-09 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer    Haonan Wang, Peng Cao, Jiaqi Wang, Osmar R.Zaiane arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Attention  Medical  PDF
• 2021-09-09 Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal    Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Weakly_Supervised  Knowledge  Adversarial  Pose  Deep_Learning  Medical  PDF
• 2021-09-09 Toward a Perspectivist Turn in Ground Truthing for Predictive Computing    Valerio Basile, Federico Cabitza, Andrea Campagner, Michael Fell arXiv_AI arXiv_AI  Knowledge  Medical  Recommendation  PDF
• 2021-09-09 Graphine: A Dataset for Graph-aware Terminology Definition Generation    Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Text_Generation  Medical  Language_Model  PDF
• 2021-09-09 OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings    Yunyou Huang, Nana Wang, Suqin Tang, Li Ma, Tianshu Hao, Zihan Jiang, Fan Zhang, Guoxin Kang, Xiuxia Miao, Xianglong Guan, Ruchang Zhang, Zhifei Zhang, Jianfeng Zhan arXiv_AI arXiv_AI  Pose  Quantitative  Medical  PDF
• 2021-09-08 fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data    Ruiyang Zhao, Burhaneddin Yaman, Yuxin Zhang, Russell Stewart, Austin Dixon, Florian Knoll, Zhengnan Huang, Yvonne W. Lui, Michael S. Hansen, Matthew P. Lungren arXiv_CV arXiv_CV  Reconstruction  Deep_Learning  Medical  PDF
• 2021-09-08 Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario    Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Knowledge  Medical  Language_Model  PDF
• 2021-09-08 Unsupervised Text Mining of COVID-19 Records    Mohamad Zamini arXiv_CL arXiv_CL  Unsupervised  Classification  Medical  PDF
• 2021-09-08 SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation    Ammu R, Neelam Sinha arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Medical  PDF
• 2021-09-07 nnFormer: Interleaved Transformer for Volumetric Segmentation    Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang, Lequan Yu, Liansheng Wang, Yizhou Yu arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Attention  Medical  CNN  PDF
• 2021-09-07 Sequential Diagnosis Prediction with Transformer and Ontological Representation    Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Ontology  Action  Medical  Prediction  PDF
• 2021-09-07 Readying Medical Students for Medical AI: The Need to Embed AI Ethics Education    Thomas P Quinn, Simon Coghlan arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2021-09-06 Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration    Monika Grewal, Jan Wiersma, Henrike Westerveld, Peter A. N. Bosman, Tanja Alderliesten arXiv_CV arXiv_CV  3D  Self-Supervised  Detection  Medical  CNN  Matching  PDF
• 2021-09-06 Knowledge Graph Enhanced Event Extraction in Financial Documents    Kaihao Guo, Tianpei Jiang, Haipeng Zhang arXiv_CL arXiv_CL  Embedding  Enhancement  Knowledge  Knowledge_Graph  Pose  Action  Relation  Medical  PDF
• 2021-09-06 GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain    Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Knowledge  Few-Shot  Medical  Language_Model  PDF
• 2021-09-06 Multi-task Balanced and Recalibrated Network for Medical Code Prediction    Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen arXiv_CL arXiv_CL  Knowledge  Pose  Relation  Attention  Medical  CNN  Prediction  PDF
• 2021-09-06 Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery    Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier arXiv_CV arXiv_CV  Tracking  Enhancement  Pose  Quantitative  Detection  Medical  PDF
• 2021-09-06 Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations    Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn arXiv_CL arXiv_CL  Review  Pose  Action  Detection  Medical  PDF
• 2021-09-06 Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study    Junhua Chen, Inigo Bermejo, Andre Dekker, Leonard Wee arXiv_CV arXiv_CV  Adversarial  Action  Deep_Learning  Denoising  Attention  GAN  Medical  Prediction  PDF
• 2021-09-06 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks    Tuan Lai, Heng Ji, ChengXiang Zhai arXiv_AI arXiv_AI  Bert  Sparse  Knowledge  Pose  Attention  Medical  CNN  PDF
• 2021-09-06 Fairness via AI: Bias Reduction in Medical Information    Shiri Dori-Hacohen, Roberto Montenegro, Fabricio Murai, Scott A. Hale, Keen Sung, Michela Blain, Jennifer Edwards-Johnson arXiv_AI arXiv_AI  Embedding  Pose  Detection  Medical  Recommendation  PDF
• 2021-09-05 Sensor Data Augmentation with Resampling for Contrastive Learning in Human Activity Recognition    Jinqiang Wang, Tao Zhu, Jingyuan Gan, Huansheng Ning, Yaping Wan arXiv_CV arXiv_CV  Recognition  Pose  Contrastive_Learning  Deep_Learning  Medical  Activity  PDF
• 2021-09-03 Weakly Supervised Few-Shot Segmentation Via Meta-Learning    Pedro H. T. Gama, Hugo Oliveira, José Marcato Junior, Jefersson A. dos Santos arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Sparse  Knowledge  Pose  Few-Shot  Medical  PDF
• 2021-09-03 ALLWAS: Active Learning on Language models in WASserstein space    Anson Bastos, Manohar Kaul arXiv_CL arXiv_CL  Text_Classification  Optimization  Pose  Classification  Medical  Language_Model  PDF
• 2021-09-03 Biomedical Data-to-Text Generation via Fine-Tuning Transformers    Ruslan Yermakov, Nicholas Drago, Angelo Ziletti arXiv_CL arXiv_CL  Transformer  Text_Generation  Medical  PDF
• 2021-09-03 How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?    Antoine Sanner, Camila Gonzalez, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Regularization  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-09-03 Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks    Amirreza Mahbod, Rupert Ecker, Isabella Ellinger arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  Inference  PDF
• 2021-09-03 Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction    Peichao Li, Michael Ebner, Philip Noonan, Conor Horgan, Anisha Bahl, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Pose  Quantitative  Deep_Learning  Medical  CNN  PDF
• 2021-09-03 Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging    Roshan P Mathews, Mahesh Raveendranatha Panicker, Abhilash R Hareendranathan, Yale Tung Chen, Jacob L Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Kesavadas C, Greeta Mathews arXiv_CV arXiv_CV  Segmentation  Unsupervised  Reinforcement_Learning  RNN  Pose  Classification  Attention  Summarization  Medical  CNN  PDF
• 2021-09-03 Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation    Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  GAN  Medical  PDF
• 2021-09-02 Entity Linking and Discovery via Arborescence-based Supervised Clustering    Dhruv Agarwal, Rico Angell, Nicholas Monath, Andrew McCallum arXiv_CL arXiv_CL  Zero-Shot  Knowledge  Medical  Inference  PDF
• 2021-09-02 Towards disease-aware image editing of chest X-rays    Sai Niranjan Ramachandran, Aakash Saboo, Kai Dierkes, Hacer Yalim Keles arXiv_AI arXiv_AI  Reconstruction  Adversarial  GAN  Medical  PDF
• 2021-09-02 Effect of the output activation function on the probabilities and errors in medical image segmentation    Lars Nieradzik, Gerik Scheuermann, Dorothee Saur, Christina Gillmann arXiv_AI arXiv_AI  Segmentation  Classification  Medical  Prediction  PDF
• 2021-09-02 Artificial Intelligence in Dry Eye Disease    Andrea M. Storås, Inga Strümke, Michael A. Riegler, Jakob Grauslund, Hugo L. Hammer, Anis Yazidi, Pål Halvorsen, Kjell G. Gundersen, Tor P. Utheim, Catherine Jackson arXiv_AI arXiv_AI  Review  Medical  PDF
• 2021-09-02 Studying the Effects of Self-Attention for Medical Image Analysis    Adrit Rao, Jongchan Park, Sanghyun Woo, Joon-Young Lee, Oliver Aalami arXiv_CV arXiv_CV  Survey  Quantitative  Classification  Attention  Medical  CNN  PDF
• 2021-09-02 Variable Augmented Network for Invertible Modality Synthesis-Fusion    Yuhao Wang, Ruirui Liu, Zihao Li, Cailian Yang, Qiegen Liu arXiv_CV arXiv_CV  Pose  Medical  Inference  PDF
• 2021-09-01 An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation    Yan Shen, Zhanghexuan Ji, Mingchen Gao arXiv_CV arXiv_CV  Segmentation  Optimization  Regularization  Pose  Quantitative  Contour  Medical  Inference  PDF
• 2021-09-01 Active label cleaning: Improving dataset quality under resource constraints    Melanie Bernhardt, Daniel C. Castro, Ryutaro Tanno, Anton Schwaighofer, Kerem C. Tezcan, Miguel Monteiro, Shruthi Bannur, Matthew Lungren, Aditya Nori, Ben Glocker, Javier Alvarez-Valle, Ozan Oktay arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-09-01 M^2-MedDialog: A Dataset and Benchmarks for Multi-domain Multi-service Medical Dialogues    Guojun Yan, Jiahuan Pei, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Huasheng Liang arXiv_AI arXiv_AI  Bert  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-09-01 TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes    Ignacio Sarasua, Sebastian Polsterl, Christian Wachinger arXiv_CV arXiv_CV  Transformer  3D  Knowledge  Medical  PDF
• 2021-09-01 ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection    Zeyang Yao, Jiawei Zhang, Hailong Qiu, Tianchen Wang, Yiyu Shi, Jian Zhuang, Yuhao Dong, Meiping Huang, Xiaowei Xu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-09-01 Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts    Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua arXiv_CL arXiv_CL  Transformer  Bert  RNN  Knowledge  Deep_Learning  Medical  PDF
• 2021-09-01 Federated Learning: Issues in Medical Application    Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung arXiv_AI arXiv_AI  Medical  PDF
• 2021-09-01 Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study    Joy Tzung-yu Wu, Miguel Ángel Armengol de la Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi arXiv_CV arXiv_CV  Optimization  Classification  Detection  GAN  Medical  Prediction  PDF
• 2021-08-31 Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation    Sambuddha Ghosal, Audrey Xie, Pratik Shah arXiv_CV arXiv_CV  Segmentation  Review  Classification  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-08-31 A Search Engine for Discovery of Biomedical Challenges and Directions    Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope arXiv_CL arXiv_CL  Knowledge  Face  Action  Medical  PDF
• 2021-08-31 When are Deep Networks really better than Random Forests at small sample sizes?    Haoyin Xu, Michael Ainsworth, Yu-Chung Peng, Madi Kusmanov, Sambit Panda, Joshua T. Vogelstein arXiv_AI arXiv_AI  Action  Medical  PDF
• 2021-08-30 Trustworthy AI for Process Automation on a Chylla-Haase Polymerization Reactor    Daniel Hein, Daniel Labisch arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  PDF
• 2021-08-30 Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification    Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-08-30 SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning    Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng arXiv_AI arXiv_AI  Reinforcement_Learning  Action  Medical  Autonomous  PDF
• 2021-08-30 BioFors: A Large Biomedical Image Forensics Dataset    Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan arXiv_CV arXiv_CV  Pose  Action  Detection  Medical  PDF
• 2021-08-29 Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation    Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Action  Attention  Medical  PDF
• 2021-08-29 Sinoledge: A Knowledge Engine based on Logical Reasoning and Distributed Micro Services    Yining Huang, Shaoze Lin, Yijun Wei, Keke Tang arXiv_AI arXiv_AI  Knowledge  Pose  Face  GAN  Medical  PDF
• 2021-08-28 High performing ensemble of convolutional neural networks for insect pest image detection    Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam arXiv_CV arXiv_CV  Optimization  Pose  Classification  Detection  Medical  CNN  PDF
• 2021-08-27 Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure    Sarah Jabbour, David Fouhey, Ella Kazerooni, Jenna Wiens, Michael W Sjoding arXiv_AI arXiv_AI  Review  Medical  PDF
• 2021-08-27 Automated Kidney Segmentation by Mask R-CNN in T2-weighted Magnetic Resonance Imaging    Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2021-08-27 TE-YOLOF: Tiny and efficient YOLOF for blood cell detection    Fanxin Xu, Xiangkui Li, Hang Yang, Yali Wang, Wei Xiang arXiv_AI arXiv_AI  Pose  Detection  Object_Detection  Medical  CNN  PDF
• 2021-08-27 Deep learning models are not robust against noise in clinical text    Milad Moradi, Kathrin Blagec, Matthias Samwald arXiv_AI arXiv_AI  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-08-27 Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions    Diego Mollá (1 and 2), Urvashi Khanna (1), Dima Galat (1), Vincent Nguyen (2 and 3) Maciej Rybinski (3) ( (1) Macquarie University, (2) CSIRO Data61, (3) Australian National University) arXiv_CL arXiv_CL  Bert  Classification  Medical  PDF
• 2021-08-27 Automated Generation of Accurate & Fluent Medical X-ray Reports    Hoang T.N. Nguyen, Dong Nie, Taivanbat Badamdorj, Yujie Liu, Yingying Zhu, Jason Truong, Li Cheng arXiv_CL arXiv_CL  Transformer  Embedding  Classification  Medical  PDF
• 2021-08-26 A Tutorial on Learning Disentangled Representations in the Imaging Domain    Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A.Tsaftaris arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  Medical  PDF
• 2021-08-26 Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts    Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Reconstruction  Segmentation  Adversarial  GAN  Medical  Inference  PDF
• 2021-08-26 Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training    Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Segmentation  Adversarial  GAN  Medical  Inference  PDF
• 2021-08-26 Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning    Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Self-Supervised  Relation  Attention  Medical  PDF
• 2021-08-26 Fine-tuning Pretrained Language Models with Label Attention for Explainable Biomedical Text Classification    Bruce Nguyen, Shaoxiong Ji arXiv_CL arXiv_CL  Transformer  Text_Classification  Pose  Classification  Attention  Medical  CNN  Language_Model  PDF
• 2021-08-26 Data Augmentation for Low-Resource Named Entity Recognition Using Backtranslation    Usama Yaseen, Stefan Langer arXiv_CL arXiv_CL  Recognition  Pose  Medical  PDF
• 2021-08-26 PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning    Xiaoang Shen, Guokai Zhang, Huilin Lai, Jihao Luo, Ye Luo, Jianwei Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  Relation  Few-Shot  GAN  Medical  PDF
• 2021-08-26 Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning    Sora Iwamoto, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  PDF
• 2021-08-26 Network Module Detection from Multi-Modal Node Features with a Greedy Decision Forest for Actionable Explainable AI    Bastian Pfeifer, Anna Saranti, Andreas Holzinger arXiv_AI arXiv_AI  Action  Detection  Medical  PDF
• 2021-08-25 Anomaly Detection in Medical Imaging -- A Mini Review    Maximilian E. Tschuchnig, Michael Gadermayr arXiv_CV arXiv_CV  Segmentation  Unsupervised  Review  Classification  Detection  Medical  PDF
• 2021-08-25 Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation    Himashi Peiris, Zhaolin Chen, Gary Egan, Mehrtash Harandi arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Quantitative  Medical  PDF
• 2021-08-25 Natural Language Processing Accurately Categorizes Indications, Findings and Pathology Reports from Multicenter Colonoscopy    Shashank Reddy Vadyala, Eric A. Sherer arXiv_CL arXiv_CL  RNN  Deep_Learning  Medical  PDF
• 2021-08-24 Identification of Pediatric Respiratory Diseases Using Fine-grained Diagnosis System    Gang Yu, Zhongzhi Yu, Yemin Shi, Yingshuo Wang, Xiaoqing Liu, Zheming Li, Yonggen Zhao, Fenglei Sun, Yizhou Yu, Qiang Shu arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2021-08-24 DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising    Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan arXiv_CV arXiv_CV  Adversarial  Pose  Quantitative  Classification  Deep_Learning  Denoising  Attention  GAN  Medical  PDF
• 2021-08-24 Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model    Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh arXiv_AI arXiv_AI  Pose  Image_Compression  Medical  PDF
• 2021-08-24 Stochastic Treatment Recommendation with Deep Survival Dose Response Function    Jie Zhu, Blanca Gallego arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Pose  Medical  Recommendation  PDF
• 2021-08-23 How Transferable Are Self-supervised Features in Medical Image Classification Tasks?    Tuan Truong, Sadegh Mohammadi, Matthias Lenga arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Self-Supervised  Classification  Detection  Medical  Image_Classification  PDF
• 2021-08-23 Efficient Medical Image Segmentation Based on Knowledge Distillation    Dian Qin, Jiajun Bu, Zhe Liu, Xin Shen, Sheng Zhou, Jingjun Gu, Zhijua Wang, Lei Wu, Huifen Dai arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Medical  CNN  Inference  Prediction  PDF
• 2021-08-22 Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks    Venkatakrishnan Sutharsan, Alagappan Swaminathan, Saisrinivasan Ramachandran, Madan Kumar Lakshmanan, Balaji Mahadevan arXiv_AI arXiv_AI  Pose  Classification  Relation  Denoising  Medical  Activity  CNN  PDF
• 2021-08-21 Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks    Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T.C. Wong, Hien V. Nguyen arXiv_CV arXiv_CV  Pose  Classification  Attention  Medical  PDF
• 2021-08-21 Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application    Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev arXiv_CV arXiv_CV  Segmentation  3D  Face  Deep_Learning  Detection  Contour  Medical  PDF
• 2021-08-21 Supervised Compression for Resource-constrained Edge Computing Systems    Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt arXiv_CV arXiv_CV  Knowledge  Deep_Learning  Image_Compression  Medical  Drone  PDF
• 2021-08-21 Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification    Rohit Kundu, Hritam Basak, Akhil Koilada, Soham Chattopadhyay, Sukanta Chakraborty, Nibaran Das arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  Image_Classification  PDF
• 2021-08-21 Unsupervised Local Discrimination for Medical Images    Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-20 Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction    Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten arXiv_AI arXiv_AI  Pose  Action  Detection  Object_Detection  Medical  PDF
• 2021-08-20 Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model    Kevin Lybarger, Aashka Damani, Martin Gunn, Ozlem Uzuner, Meliha Yetisgen arXiv_CL arXiv_CL  Bert  Action  Relation  Relation_Extraction  GAN  Medical  PDF
• 2021-08-20 Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence    Pedro A. Moreno-Sanchez arXiv_AI arXiv_AI  Action  Medical  Prediction  PDF
• 2021-08-20 Is it Time to Replace CNNs with Transformers for Medical Images?    Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith arXiv_CV arXiv_CV  Transformer  Medical  CNN  PDF
• 2021-08-20 Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data    Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo arXiv_AI arXiv_AI  Pose  GAN  Medical  PDF
• 2021-08-20 SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining    Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Medical  Inference  Language_Model  Matching  PDF
• 2021-08-20 Semi-supervised learning for medical image classification using imbalanced training data    Tri Huynh, Aiden Nibali, Zhen He arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-08-19 MOFit: A Framework to reduce Obesity using Machine learning and IoT    Satvik Garg, Pradyumn Pundir arXiv_AI arXiv_AI  Optimization  Classification  Sentiment  Medical  PDF
• 2021-08-19 Reproducible radiomics through automated machine learning validated on twelve clinical applications    Martijn P. A. Starmans, Sebastian R. van der Voort, Thomas Phil, Milea J. M. Timbergen, Melissa Vos, Guillaume A. Padmos, Wouter Kessels, David Hanff, Dirk J. Grunhagen, Cornelis Verhoef, Stefan Sleijfer, Martin J. van den Bent, Marion Smits, Roy S. Dwarkasing, Christopher J. Els, Federico Fiduzi, Geert J. L. H. van Leenders, Anela Blazevic, Johannes Hofland, Tessa Brabander, Renza A. H. van Gils, Gaston J. H. Franssen, Richard A. Feelders, Wouter W. de Herder, Florian E. Buisman, Francois E. J. A. Willemssen, Bas Groot Koerkamp, Lindsay Angus, Astrid A. M. van der Veldt, Ana Rajicic, Arlette E. Odink, Mitchell Deen, Jose M. Castillo T., Jifke Veenland, Ivo Schoots, Michel Renckens, Michail Doukas, Rob A. de Man, Jan N. M. IJzermans, Razvan L. Miclea, Peter B. Vermeulen, Esther E. Bron, Maarten G. Thomeer, et al. (3 additional authors not shown) arXiv_CV arXiv_CV  Segmentation  Action  Quantitative  Medical  PDF
• 2021-08-19 Multi-task Federated Learning for Heterogeneous Pancreas Segmentation    Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori arXiv_CV arXiv_CV  Segmentation  Optimization  Deep_Learning  Medical  PDF
• 2021-08-19 Medical Image Segmentation using 3D Convolutional Neural Networks: A Review    S. Niyas, S J Pawan, M Anand Kumar, Jeny Rajan arXiv_CV arXiv_CV  Segmentation  3D  Review  Deep_Learning  Medical  CNN  PDF
• 2021-08-19 Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision    Yanwu Xu, Mingming Gong, Kayhan Batmanghelich arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-08-18 Gastric Cancer Detection from X-ray Images Using Effective Data Augmentation and Hard Boundary Box Training    Hideaki Okamoto, Takakiyo Nomura, Kazuhito Nabeshima, Jun Hashimoto, Hitoshi Iyatomi arXiv_CV arXiv_CV  Enhancement  Knowledge  Pose  Quantitative  Detection  Medical  PDF
• 2021-08-18 DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM    Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab Taha, Khaled Rasheed, Hamid R. Arabnia arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Detection  Medical  PDF
• 2021-08-18 MeDiaQA: A Question Answering Dataset on Medical Dialogues    Huqun Suri, Qi Zhang, Wenhua Huo, Yan Liu, Chunsheng Guan arXiv_AI arXiv_AI  Bert  Quantitative  Medical  QA  PDF
• 2021-08-18 A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework    Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Deep_Learning  Medical  PDF
• 2021-08-18 DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation    Jimmy Wu, Bolei Zhou, Diondra Peck, Scott Hsieh, Vandana Dialani, Lester Mackey, Genevieve Patterson arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  CNN  Prediction  PDF
• 2021-08-17 Affect-Aware Deep Belief Network Representations for Multimodal Unsupervised Deception Detection    Leena Mathur, Maja J Matarić arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Detection  Medical  PDF
• 2021-08-17 Deep MRI Reconstruction with Radial Subsampling    George Yiasemis, Chaoping Zhang, Clara I. Sánchez, Jan-Jakob Sonke, Jonas Teuwen arXiv_CV arXiv_CV  Reconstruction  Review  Quantitative  Deep_Learning  Medical  Inference  PDF
• 2021-08-17 InfoGram and Admissible Machine Learning    Subhadeep Mukhopadhyay arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2021-08-16 CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects    Ange Lou, Shuyue Guan, Murray Loew arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Attention  Medical  CNN  PDF
• 2021-08-16 MRI-compatible electromagnetic servomotors for image-guided robotic procedures    Lorne W. Hofstetter, Rock Hadley, Robb Merrill, Huy Pham, Gabriel C. Fine, Dennis L. Parker arXiv_RO arXiv_RO  Medical  PDF
• 2021-08-16 Learning Friction Model for Tethered Capsule Robot    Yi Wang, Yuchen He, Xutian Deng, Ziwei Lei, Yiting Chen, Miao Li arXiv_RO arXiv_RO  Tracking  Medical  PDF
• 2021-08-16 Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets    Niamh Belton, Aonghus Lawlor, Kathleen M. Curran arXiv_CV arXiv_CV  Review  Pose  Medical  PDF
• 2021-08-16 Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning    Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen arXiv_AI arXiv_AI  Medical  PDF
• 2021-08-16 Hybrid deep learning methods for phenotype prediction from clinical notes    Sahar Khalafi, Nasser Ghadiri, Milad Moradi arXiv_CL arXiv_CL  Embedding  RNN  Pose  Action  Deep_Learning  Medical  CNN  Language_Model  Prediction  PDF
• 2021-08-16 Text-Aware Single Image Specular Highlight Removal    Shiyu Hou, Chaoqun Wang, Weize Quan, Jingen Jiang, Dong-Ming Yan arXiv_CV arXiv_CV  Recognition  Pose  Detection  Medical  PDF
• 2021-08-15 NPBDREG: A Non-parametric Bayesian Deep-Learning Based Approach for Diffeomorphic Brain MRI Registration    Samah Khawaled, Moti Freiman arXiv_CV arXiv_CV  Unsupervised  Relation  Medical  Inference  PDF
• 2021-08-15 Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation    Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce KH Chow arXiv_AI arXiv_AI  Segmentation  3D  Sparse  Pose  Medical  CNN  PDF
• 2021-08-15 Development of the InBan_CIDO Ontology by Reusing the Concepts along with Detecting Overlapping Information    Archana Patel, Narayan C Debnath arXiv_AI arXiv_AI  Pose  Ontology  Medical  Matching  PDF
• 2021-08-15 Deep Algorithm Unrolling for Biomedical Imaging    Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar arXiv_CV arXiv_CV  Review  Deep_Learning  Medical  PDF
• 2021-08-14 DICOM Imaging Router: An Open Deep Learning Framework for Classification of Body Parts from DICOM X-ray Scans    Hieu H. Pham, Dung V. Do, Ha Q. Nguyen arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Inference  PDF
• 2021-08-14 Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images    Chaochao Zhou, Thomas Cha, Yun Peng, Guoan Li arXiv_CV arXiv_CV  Tracking  Transfer_Learning  3D  Optimization  Adversarial  Pose  Deep_Learning  Detection  GAN  Medical  Activity  PDF
• 2021-08-13 SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation    Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-12 A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis    Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Deep_Learning  Medical  PDF
• 2021-08-12 Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought    Fouzia Altaf, Syed M.S. Islam, Naveed Akhtar arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2021-08-12 Weakly Supervised Medical Image Segmentation    Pedro H. T. Gama, Hugo Oliveira, Jefersson A. dos Santos arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Sparse  Pose  Few-Shot  Medical  PDF
• 2021-08-11 Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation    Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jan Egger arXiv_AI arXiv_AI  Reconstruction  Segmentation  3D  Pose  Face  Deep_Learning  Medical  PDF
• 2021-08-11 Tracking Hand Hygiene Gestures with Leap Motion Controller    Rashmi Bakshi, Jane Courtney, Damon Berry, Graham Gavin arXiv_CV arXiv_CV  Tracking  3D  Gesture  Medical  PDF
• 2021-08-11 Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning    Kaiyi Chen, Qingbin Wang, Yutao Ma arXiv_AI arXiv_AI  3D  Knowledge  Self-Supervised  Pose  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-08-11 Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning    Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui arXiv_CV arXiv_CV  Bert  Knowledge  Pose  Medical  Prediction  PDF
• 2021-08-11 Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound    Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Contrastive_Learning  Classification  Relation  Medical  CNN  Image_Classification  PDF
• 2021-08-11 Simple black-box universal adversarial attacks on medical image classification based on deep neural networks    Kazuki Koga, Kazuhiro Takemoto arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Medical  Image_Classification  PDF
• 2021-08-10 Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry    Markus Krönke, Christine Eilers, Desislava Dimova, Melanie Köhler, Gabriel Buschner, Lilit Mirzojan, Lemonia Konstantinidou, Marcus R. Makowski, James Nagarajah, Nassir Navab, Wolfgang Weber, Thomas Wendler arXiv_CV arXiv_CV  Segmentation  3D  Medical  CNN  PDF
• 2021-08-10 BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis    Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang arXiv_AI arXiv_AI  Transformer  Bert  Pose  VQA  Medical  Language_Model  QA  PDF
• 2021-08-10 Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks    Artem Razumov, Oleg Y. Rogov, Dmitry V. Dylov arXiv_CV arXiv_CV  Reconstruction  Segmentation  Pose  Classification  Medical  PDF
• 2021-08-10 Matching Algorithms for Blood Donation    Duncan C McElfresh, Christian Kroer, Sergey Pupyrev, Eric Sodomka, Karthik Sankararaman, Zack Chauvin, Neil Dexter, John P Dickerson arXiv_AI arXiv_AI  Face  Action  Medical  Matching  PDF
• 2021-08-10 The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data    Vasileios Baltatzis, Loic Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel arXiv_CV arXiv_CV  Contrastive_Learning  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-10 Meta-repository of screening mammography classifiers    Benjamin Stadnick, Jan Witowski, Vishwaesh Rajiv, Jakub Chłędowski, Farah E. Shamout, Kyunghyun Cho, Krzysztof J. Geras arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-08-10 U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations    Yichi Zhang, Jesper Kers, Clarissa A. Cassol, Joris J. Roelofs, Najia Idrees, Alik Farber, Samir Haroon, Kevin P. Daly, Suvranu Ganguli, Vipul C. Chitalia, Vijaya B. Kolachalama arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  CNN  PDF
• 2021-08-10 White blood cell subtype detection and classification    Nalla Praveen, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-08-10 Understanding Character Recognition using Visual Explanations Derived from the Human Visual System and Deep Networks    Chetan Ralekar, Shubham Choudhary, Tapan Kumar Gandhi, Santanu Chaudhury arXiv_CV arXiv_CV  Surveillance  Tracking  Recognition  Pose  Deep_Learning  Medical  PDF
• 2021-08-10 Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future    Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang arXiv_CV arXiv_CV  Reconstruction  Review  Medical  PDF
• 2021-08-09 Towards to Robust and Generalized Medical Image Segmentation Framework    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Knowledge  Review  Pose  Deep_Learning  Medical  PDF
• 2021-08-08 Symptom based Hierarchical Classification of Diabetes and Thyroid disorders using Fuzzy Cognitive Maps    Anand M. Shukla, Pooja D. Pandit, Vasudev M. Purandare, Anuradha Srinivasaraghavan arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2021-08-08 Triplet Contrastive Learning for Brain Tumor Classification    Tian Yu Liu, Jiashi Feng arXiv_CV arXiv_CV  Embedding  Unsupervised  Contrastive_Learning  Classification  Medical  CNN  PDF
• 2021-08-07 Deformable Image Registration using Neural ODEs    Yifan Wu, Tom Z.Jiahao, Jiancong Wang, Paul A.Yushkevich, James C.Gee, M.Ani Hsieh arXiv_CV arXiv_CV  3D  Optimization  Deep_Learning  Medical  PDF
• 2021-08-07 Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation    Chen Chen, Chen Qin, Cheng Ouyang, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert arXiv_AI arXiv_AI  Segmentation  Adversarial  Pose  Medical  PDF
• 2021-08-06 Medical image segmentation with imperfect 3D bounding boxes    Ekaterina Redekop, Alexey Chernyavskiy arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  PDF
• 2021-08-06 Source-Free Domain Adaptation for Image Segmentation    Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed arXiv_CV arXiv_CV  Segmentation  Knowledge  Adversarial  Medical  Prediction  PDF
• 2021-08-06 Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation    Ufuk Demir, Atahan Ozer, Yusuf H. Sahin, Gozde Unal arXiv_CV arXiv_CV  Segmentation  Enhancement  Pose  Quantitative  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-08-06 Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images    Bhavani Sambaturu, Ashutosh Gupta, C.V. Jawahar, Chetan Arora arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Action  GAN  Medical  Inference  Prediction  PDF
• 2021-08-06 An Efficient Egocentric Regulator for Continuous Targeting Problems of the Underactuated Quadrotor    Ziying Lin, Wei Dong, Sensen Liu, Xinjun Sheng, Xiangyang Zhu arXiv_RO arXiv_RO  Tracking  Pose  Action  Medical  PDF
• 2021-08-05 Neural Twins Talk & Alternative Calculations    Zanyar Zohourianshahzadi, Jugal K. Kalita arXiv_CV arXiv_CV  Image_Caption  Medical  Caption  PDF
• 2021-08-05 Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images    Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Classification  Medical  CNN  PDF
• 2021-08-05 A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective    Wei-Wen Hsu, Yongfang Wu, Chang Hao, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Tao He, Yanhong Tai arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-08-05 MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets    Shixiang Feng, Yuhang Zhou, Xiaoman Zhang, Ya Zhang, Yanfeng Wang arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  GAN  Medical  PDF
• 2021-08-05 RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Attention  GAN  Medical  PDF
• 2021-08-05 A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare    Andrei Velichko arXiv_AI arXiv_AI  Classification  Medical  PDF
• 2021-08-05 Pattern Recognition in Vital Signs Using Spectrograms    Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry Goldgof, Ghada Zamzmi, Yu Sun arXiv_CV arXiv_CV  Recognition  Pose  Classification  Medical  Prediction  PDF
• 2021-08-04 An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles    Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu, Xiaoqian Jiang, Genevieve B. Melton, Serguei VS Pakhomov arXiv_CL arXiv_CL  Recognition  Action  Medical  Matching  PDF
• 2021-08-04 Terabyte-scale supervised 3D training and benchmarking dataset of the mouse kidney    Willy Kuo, Diego Rossinelli, Georg Schulz, Roland H. Wenger, Simone Hieber, Bert Müller, Vartan Kurtcuoglu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Medical  PDF
• 2021-08-04 MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN for Multi-Modal Diagnosis of Alzheimer's Disease    Apoorva Sikka, Skand, Jitender Singh Virk, Deepti R. Bathula arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-08-04 Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical ImageSegmentation with Normalizing Flows    M.M.A. Valiuddin, C.G.A. Viviers, R.J.G. van Sloun, P.H.N. de With, F. van der Sommen arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Medical  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Operational Learning-based Boundary Estimation in Electromagnetic Medical Imaging    A. Al-Saffar, A. Stancombe, A. Zamani, A. Abbosh arXiv_CV arXiv_CV  Pose  Boundary_Detection  Detection  Contour  Medical  PDF
• 2021-08-04 Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application    Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah Young Kim, Han Young Yu, Hong Jin Jeon, Tai-Myoung Chung arXiv_AI arXiv_AI  Pose  Relation  Medical  Prediction  PDF
• 2021-08-03 Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management    Cécile Logé, Emily Ross, David Yaw Amoah Dadey, Saahil Jain, Adriel Saporta, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Pose  Medical  QA  PDF
• 2021-08-03 Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI    Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen arXiv_CV arXiv_CV  Adversarial  Pose  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-08-03 From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimer's research    Wooseok Jung arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Action  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-03 DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19    Chengtao Peng, Yunfei Long, Senhua Zhu, Dandan Tu, Bin Li arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Medical  Recommendation  PDF
• 2021-08-03 Region-wise Loss for Biomedical Image Segmentation    Juan Miguel Valverde, Jussi Tohka arXiv_CV arXiv_CV  Segmentation  Optimization  Regularization  Pose  Contour  Medical  PDF
• 2021-08-03 Process Mining Model to Predict Mortality in Paralytic Ileus Patients    Maryam Pishgar, Martha Razo, Julian Theis, Houshang Darabi arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2021-08-03 More but Correct: Generating Diversified and Entity-revised Medical Response    Bin Li, Encheng Chen, Hongru Liu, Yixuan Weng, Bin Sun, Shutao Li, Yongping Bai, Meiling Hu arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  GAN  Medical  Prediction  PDF
• 2021-08-02 Neuromechanical model-based control of bi-lateral ankle exoskeletons: biological joint torque and electromyogram reduction across walking conditions    Guillaume Durandau, Wolfgang Rampeltshammer, Herman van der Kooij, Massimo Sartori arXiv_RO arXiv_RO  Pose  Face  Medical  PDF
• 2021-08-02 Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT    Dmitrii Lachinov, Philipp Seeboeck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic arXiv_CV arXiv_CV  Segmentation  3D  Pose  Face  Classification  Medical  CNN  Image_Classification  PDF
• 2021-08-02 Self-supervised Answer Retrieval on Clinical Notes    Paul Grundmann, Sebastian Arnold, Alexander Löser arXiv_CL arXiv_CL  Transformer  Zero-Shot  Self-Supervised  Medical  Language_Model  Matching  PDF
• 2021-08-02 BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images    Haichou Chen, Yishu Deng, Bin Li, Zeqin Li, Haohua Chen, Bingzhong Jing, Chaofeng Li arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Contour  Medical  PDF
• 2021-08-02 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation    Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie arXiv_CV arXiv_CV  Segmentation  Pose  Relation  Few-Shot  Medical  CNN  PDF
• 2021-08-01 Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes    Ping Wang, Tian Shi, Khushbu Agarwal, Sutanay Choudhury, Chandan K. Reddy arXiv_CL arXiv_CL  Knowledge  Pose  Attention  Medical  Prediction  QA  PDF
• 2021-08-01 Style Curriculum Learning for Robust Medical Image Segmentation    Zhendong Liu, Van Manh, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor Campello, Nishant Ravikumar, Alejandro F Frangi, Dong Ni arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Adversarial  Pose  Medical  PDF
• 2021-07-31 Adaptable image quality assessment using meta-reinforcement learning of task amenability    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Reinforcement_Learning  Review  Pose  Classification  Deep_Learning  Medical  Image_Classification  QA  PDF
• 2021-07-31 A Plant Root System Algorithm Based on Swarm Intelligence for One-dimensional Biomedical Signal Feature Engineering    Rui Gong, Kazunori Hase arXiv_AI arXiv_AI  Pose  Action  Classification  Deep_Learning  Relation  Medical  PDF
• 2021-07-31 Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients    Ayaan Haque, Ipsita Sutradhar, Mahziba Rahman, Mehedi Hasan, Malabika Sarker arXiv_CV arXiv_CV  Deep_Learning  Medical  CNN  PDF
• 2021-07-31 Margin-Aware Intra-Class Novelty Identification for Medical Images    Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee arXiv_CV arXiv_CV  Embedding  Pose  Detection  Medical  PDF
• 2021-07-31 Online unsupervised Learning for domain shift in COVID-19 CT scan datasets    Nicolas Ewen, Naimul Khan arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Medical  PDF
• 2021-07-30 A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms    Zhe Huang, Gary Long, Benjamin Wessler, Michael C. Hughes arXiv_CV arXiv_CV  Knowledge  Classification  Medical  Image_Classification  Prediction  PDF
• 2021-07-30 Can non-specialists provide high quality gold standard labels in challenging modalities?    Samuel Budd, Thomas Day, John Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2021-07-30 Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning    Hongxu Yang, Caifeng Shan, R. Arthur Bouwman, Lukas R. C. Dekker, Alexander F. Kolen, Peter H. N. de With arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  Inference  Prediction  PDF
• 2021-07-29 Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels    Jizong Peng, Ping Wang, Chrisitian Desrosiers, Marco Pedersoli arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2021-07-28 Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers    Piper Wolters, Chris Daw, Brian Hutchinson, Lauren Phillips arXiv_SD arXiv_SD  Speech  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 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
• 2021-07-28 Experimenting with Self-Supervision using Rotation Prediction for Image Captioning    Ahmed Elhagry, Karima Kadaoui arXiv_CV arXiv_CV  Image_Caption  Recognition  RNN  Self-Supervised  Medical  Caption  CNN  Prediction  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 A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging    Aishwarza Panday, Muhammad Ashad Kabir, Nihad Karim Chowdhury arXiv_CV arXiv_CV  Review  Pose  Survey  Action  Classification  Detection  Medical  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 Medical Literature Mining and Retrieval in a Conversational Setting    Souvik Das, Sougata Saha, Rohini K. Srihari arXiv_CL arXiv_CL  Embedding  Medical  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
• 2021-07-23 Sexing Caucasian 2D footprints using convolutional neural networks    Marcin Budka, Matthew R. Bennet, Sally Reynolds, Shelby Barefoot, Sarah Reel, Selina Reidy, Jeremy Walker arXiv_CV arXiv_CV  Medical  CNN  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 Self-supervision for health insurance claims data: a Covid-19 use case    Emilia Apostolova, Fazle Karim, Guido Muscioni, Anubhav Rana, Jeffrey Clyman arXiv_AI arXiv_AI  Knowledge  Medical  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 Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey    G Jignesh Chowdary, Suganya G, Premalatha M, Asnath Victy Phamila Y, Karunamurthy K arXiv_AI arXiv_AI  OCR  Optimization  Survey  Classification  Deep_Learning  Relation  Medical  Prediction  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
• 2021-07-12 Improvement of image classification by multiple optical scattering    Xinyu Gao, Yi Li, Yanqing Qiu, Bangning Mao, Miaogen Chen, Yanlong Meng, Chunliu Zhao, Juan Kang, Yong Guo, Changyu Shen arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  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