Medical

Medical

• 2021-03-01 The Healthy States of America: Creating a Health Taxonomy with Social Media    Sanja Scepanovic, Luca Maria Aiello, Ke Zhou, Sagar Joglekar, Daniele Quercia arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-02-28 Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models    Jialin Peng, Ye Wang arXiv_CV arXiv_CV  Segmentation  Sparse  Review  Deep_Learning  Medical  PDF
• 2021-02-27 Lifelong Learning based Disease Diagnosis on Clinical Notes    Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-02-26 Convolution-Free Medical Image Segmentation using Transformers    Davood Karimi, Serge Vasylechko, Ali Gholipour arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Sparse  Pose  Action  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-02-26 Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge    Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Satoshi Kondo, Emanuele Colleoni, Beatrice van Amsterdam, Razeen Hussain, Raabid Hussain, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-02-26 A Meta-embedding-based Ensemble Approach for ICD Coding Prediction    Pavithra Rajendran, Alexandros Zenonos, Josh Spear, Rebecca Pope arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-02-26 MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures    Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng arXiv_AI arXiv_AI  NAS  Segmentation  Pose  Medical  PDF
• 2021-02-26 Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification    Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao arXiv_CV arXiv_CV  Knowledge  Pose  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2021-02-25 Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning    Anthony Sicilia, Xingchen Zhao, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Medical  PDF
• 2021-02-25 Spanish Biomedical and Clinical Language Embeddings    Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona De Gibert, Aitor Gonzalez-Agirre, Marta Villegas arXiv_AI arXiv_AI  Embedding  Medical  PDF
• 2021-02-25 Binary segmentation of medical images using implicit spline representations and deep learning    Oliver J.D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai, Ivar Stangeby arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-24 Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data    Yuqi Si, Elmer V Bernstam, Kirk Roberts arXiv_CL arXiv_CL  Transfer_Learning  Represenation_Learning  Pose  Medical  PDF
• 2021-02-24 Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation    Changfa Shi, Min Xian, Xiancheng Zhou, Haotian Wang, Heng-Da Cheng arXiv_CV arXiv_CV  Segmentation  3D  Pose  Quantitative  Medical  PDF
• 2021-02-23 Uncertainty-aware Generalized Adaptive CycleGAN    Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata arXiv_CV arXiv_CV  Unsupervised  Pose  Quantitative  Denoising  GAN  Medical  PDF
• 2021-02-23 Unsupervised Brain Anomaly Detection and Segmentation with Transformers    Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Action  Detection  Attention  GAN  Medical  PDF
• 2021-02-23 SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology    Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-02-23 Accelerating Recursive Partition-Based Causal Structure Learning    Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid arXiv_AI arXiv_AI  Pose  Relation  Attention  Medical  Autonomous  Prediction  PDF
• 2021-02-23 Model-Attentive Ensemble Learning for Sequence Modeling    Victor D. Bourgin, Ioana Bica, Mihaela van der Schaar arXiv_AI arXiv_AI  Relation  Attention  Medical  Prediction  PDF
• 2021-02-23 VisualCheXbert: Addressing the Discrepancy Between Radiology Report Labels and Image Labels    Saahil Jain, Akshay Smit, Steven QH Truong, Chanh DT Nguyen, Minh-Thanh Huynh, Mudit Jain, Victoria A. Young, Andrew Y. Ng, Matthew P. Lungren, Pranav Rajpurkar arXiv_CV arXiv_CV  Bert  Action  Medical  PDF
• 2021-02-22 Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs    Masuda Akter Tonima, Fatemeh Esfahani, Austin Dehart, Youmin Zhang arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2021-02-22 RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection    Shunjie Dong, Qianqian Yang, Yu Fu, Mei Tian, Cheng Zhuo arXiv_CV arXiv_CV  Pose  Detection  Medical  Prediction  PDF
• 2021-02-22 Post-hoc Overall Survival Time Prediction from Brain MRI    Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro arXiv_CV arXiv_CV  Segmentation  Salient  Medical  Prediction  PDF
• 2021-02-21 Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning    Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Restoration  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-02-21 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation    Yen Nhi Truong Vu, Richard Wang, Niranjan Balachandar, Can Liu, Andrew Y. Ng, Pranav Rajpurkar arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-02-21 Medical Transformer: Gated Axial-Attention for Medical Image Segmentation    Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2021-02-21 Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution    Ahlad Kumar, Harsh Vardhan Singh arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-21 Constrained Optimization for Training Deep Neural Networks Under Class Imbalance    Sara Sangalli, Ertunc Erdil, Andreas Hoetker, Olivio Donati, Ender Konukoglu arXiv_AI arXiv_AI  Optimization  Pose  Classification  Medical  Prediction  PDF
• 2021-02-21 Learning Deep Features for Shape Correspondence with Domain Invariance    Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian arXiv_CV arXiv_CV  Unsupervised  Pose  Medical  CNN  PDF
• 2021-02-21 CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation    Soham Gadgil, Mark Endo, Emily Wen, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Salient  Knowledge  Pose  Medical  PDF
• 2021-02-20 Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images    Andrei Iantsen, Dimitris Visvikis, Mathieu Hatt arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-02-20 Unsupervised Medical Image Alignment with Curriculum Learning    Mihail Burduja, Radu Tudor Ionescu arXiv_CV arXiv_CV  Unsupervised  3D  Knowledge  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-02-20 Knowledge-Base Enriched Word Embeddings for Biomedical Domain    Kishlay Jha arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Medical  PDF
• 2021-02-20 Hard-Attention for Scalable Image Classification    Athanasios Papadopoulos, Paweł Korus, Nasir Memon arXiv_CV arXiv_CV  Pose  Action  Classification  Attention  Medical  Image_Classification  Inference  Prediction  PDF
• 2021-02-19 A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective    Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, William Hamilton arXiv_AI arXiv_AI  Knowledge  Review  Knowledge_Graph  Pose  Action  Relation  Medical  Prediction  PDF
• 2021-02-19 Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking    Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan arXiv_RO arXiv_RO  Adversarial  Medical  PDF
• 2021-02-19 Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays    Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Medical  PDF
• 2021-02-19 ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising    Kanggeun Lee, Won-Ki Jeong arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Deep_Learning  Denoising  Medical  Matching  PDF
• 2021-02-19 To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making    Zana Buçinca, Maja Barbara Malaya, Krzysztof Z. Gajos arXiv_AI arXiv_AI  Medical  Recommendation  PDF
• 2021-02-18 Benefits of Linear Conditioning for Segmentation using Metadata    Andreanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2021-02-18 SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering    Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu arXiv_AI arXiv_AI  Knowledge  VQA  Medical  QA  PDF
• 2021-02-18 Domain Adaptation for Medical Image Analysis: A Survey    Hao Guan, Mingxia Liu arXiv_CV arXiv_CV  Unsupervised  Review  Survey  Attention  Medical  PDF
• 2021-02-18 Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays    Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari arXiv_AI arXiv_AI  Pose  GAN  Medical  Prediction  PDF
• 2021-02-18 Hierarchical Learning Using Deep Optimum-Path Forest    Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa arXiv_AI arXiv_AI  Handwriting  Pose  Deep_Learning  Medical  PDF
• 2021-02-18 From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention    Cansu Sen, Bingyang Ye, Javed Aslam, Amir Tahmasebi arXiv_AI arXiv_AI  Pose  Classification  Relation  Attention  Medical  Prediction  PDF
• 2021-02-18 NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation    Mohamed Amgad (1), Lamees A. Atteya (2), Hagar Hussein (3), Kareem Hosny Mohammed (4), Ehab Hafiz (5), Maha A.T. Elsebaie (6), Ahmed M. Alhusseiny (7), Mohamed Atef AlMoslemany (8), Abdelmagid M. Elmatboly (9), Philip A. Pappalardo (10), Rokia Adel Sakr (11), Pooya Mobadersany (1), Ahmad Rachid (12), Anas M. Saad (13), Ahmad M. Alkashash (14), Inas A. Ruhban (15), Anas Alrefai (12), Nada M. Elgazar (16), Ali Abdulkarim (17), Abo-Alela Farag (12), Amira Etman (8), Ahmed G. Elsaeed (16), Yahya Alagha (17), Yomna A. Amer (8), Ahmed M. Raslan (18), Menatalla K. Nadim (19), Mai A.T. Elsebaie (12), Ahmed Ayad (20), Liza E. Hanna (3), Ahmed Gadallah (12), Mohamed Elkady (21), Bradley Drumheller (22), David Jaye (22), David Manthey (23), David A. Gutman (24), Habiba Elfandy (25, 26), Lee A.D. Cooper (1, 27, 28) ((1) Department of Pathology, Northwestern University, Chicago, IL, USA, (2) Cairo Health Care Administration, Egyptian Ministry of Health, Cairo, Egypt, (3) Department of Pathology, Nasser institute for research and treatment, Cairo, Egypt, (4) Department of Pathology and Laboratory Medicine, University of Pennsylvania, PA, USA, (5) Department of Clinical Laboratory Research, Theodor Bilharz Research Institute, Giza, Egypt, (6) Department of Medicine, Cook County Hospital, Chicago, IL, USA, (7) Department of Pathology, Baystate Medical Center, University of Massachusetts, Springfield, MA, USA, (8) Faculty of Medicine, Menoufia University, Menoufia, Egypt, (9) Faculty of Medicine, Al-Azhar University, Cairo, Egypt, (10) Consultant for The Center for Applied Proteomics and Molecular Medicine (CAPMM), George Mason University, Manassas, VA, USA, (11) Department of Pathology, National Liver Institute, Menoufia University, Menoufia, Egypt, (12) Faculty of Medicine, Ain Shams University, Cairo, Egypt, (13) Cleveland Clinic Foundation, Cleveland, OH, USA, (14) Department of Pathology, Indiana University, Indianapolis, IN, USA, (15) Faculty of Medicine, Damascus University, Damascus, Syria, (16) Faculty of Medicine, Mansoura University, Mansoura, Egypt, (17) Faculty of Medicine, Cairo University, Cairo, Egypt, (18) Department of Anaesthesia and Critical Care, Menoufia University Hospital, Menoufia, Egypt, (19) Department of Clinical Pathology, Ain Shams University, Cairo, Egypt, (20) Research Department, Oncology Consultants, PA, Houston, TX, USA, (21) Siparadigm Diagnostic Informatics, Pine Brook, NJ, USA, (22) Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA, (23) Kitware Inc., Clifton Park, NY, USA, (24) Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA, (25) Department of Pathology, National Cancer Institute, Cairo, Egypt, (26) Department of Pathology, Children's Cancer Hospital Egypt CCHE 57357, Cairo, Egypt, (27) Lurie Cancer Center, Northwestern University, Chicago, IL, USA, (28) Center for Computational Imaging and Signal Analytics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA) arXiv_CV arXiv_CV  Segmentation  Embedding  Classification  Deep_Learning  Medical  PDF
• 2021-02-17 One-shot action recognition towards novel assistive therapies    Alberto Sabater, Laura Santos, Jose Santos-Victor, Alexandre Bernardino, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Quantitative  Few-Shot  Medical  Activity  CNN  PDF
• 2021-02-17 BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation    Xing Li, Haichun Yang, Jiaxin He, Aadarsh Jha, Agnes B. Fogo, Lee E. Wheless, Shilin Zhao, Yuankai Huo arXiv_AI arXiv_AI  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2021-02-17 A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images    Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-02-17 Coupled Feature Learning for Multimodal Medical Image Fusion    Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov, Esa Ollila arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Relation  Medical  PDF
• 2021-02-17 Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan    Essam A. Rashed, Sachiko Kodera, Hidenobu Shirakami, Ryotetsu Kawaguchi, Kazuhiro Watanabe, Akimasa Hirata arXiv_AI arXiv_AI  RNN  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2021-02-17 Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images    Sampa Misra, Seungwan Jeon, Ravi Managuli, Seiyon Lee, Gyuwon Kim, Seungchul Lee, Richard G Barr, Chulhong Kim arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-02-17 Performance of Automatic De-identification Across Different Note Types    Nicholas Dobbins, David Wayne, Kahyun Lee, Özlem Uzuner, Meliha Yetisgen arXiv_CL arXiv_CL  Medical  PDF
• 2021-02-16 Two-stage Geometric Information Guided Image Reconstruction    Jing Qin, Weihong Guo arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Compressive_Sensing  Medical  PDF
• 2021-02-16 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies    Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Attention  Medical  Language_Model  QA  PDF
• 2021-02-16 Moral Decision-Making in Medical Hybrid Intelligent Systems: A Team Design Patterns Approach to the Bias Mitigation and Data Sharing Design Problems    Jip van Stijn arXiv_AI arXiv_AI  Knowledge  Pose  Survey  Action  Medical  Autonomous  PDF
• 2021-02-16 TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation    Yundong Zhang, Huiye Liu, Qiang Hu arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Medical  CNN  Inference  PDF
• 2021-02-16 DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction    Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-02-16 A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection    Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang arXiv_AI arXiv_AI  Recognition  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-02-16 A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction    Fanwei Kong, Nathan Wilson, Shawn C. Shadden arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Pose  Face  Medical  CNN  Prediction  PDF
• 2021-02-15 PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume    Anjali Balagopal, Howard Morgan, Michael Dohopoloski, Ramsey Timmerman, Jie Shan, Daniel F. Heitjan, Wei Liu, Dan Nguyen, Raquibul Hannan, Aurelie Garant, Neil Desai, Steve Jiang arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Deep_Learning  Contour  Medical  PDF
• 2021-02-15 Learning image quality assessment by reinforcing task amenable data selection    Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-15 Plug-and-Play external and internal priors for image restoration    Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Pose  Medical  CNN  PDF
• 2021-02-14 Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images    Xiaobin Hu arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Quantitative  GAN  Medical  Matching  PDF
• 2021-02-13 Segmenting two-dimensional structures with strided tensor networks    Raghavendra Selvan, Erik B Dam, Jens Petersen arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  Image_Classification  PDF
• 2021-02-12 Blind stain separation using model-aware generative learning and its applications on fluorescence microscopy images    Xingyu Li arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Quantitative  Medical  PDF
• 2021-02-12 Technical Challenges for Training Fair Neural Networks    Valeriia Cherepanova, Vedant Nanda, Micah Goldblum, John P. Dickerson, Tom Goldstein arXiv_AI arXiv_AI  Recognition  Pose  Medical  Prediction  PDF
• 2021-02-12 MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset    Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu arXiv_AI arXiv_AI  RNN  Deep_Learning  Medical  Prediction  PDF
• 2021-02-12 Robust White Matter Hyperintensity Segmentation on Unseen Domain    Xingchen Zhao, Anthony Sicilia, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang arXiv_CV arXiv_CV  Segmentation  Knowledge  Adversarial  Medical  Prediction  PDF
• 2021-02-12 Two Training Strategies for Improving Relation Extraction over Universal Graph    Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  Attention  Medical  PDF
• 2021-02-12 Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks    Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan arXiv_CV arXiv_CV  Reconstruction  RNN  Deep_Learning  Medical  CNN  Inference  PDF
• 2021-02-11 Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization    Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Embedding  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-02-11 COVID-19 detection from scarce chest x-ray image data using deep learning    Shruti Jadon arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2021-02-11 Unsupervised Extractive Summarization using Pointwise Mutual Information    Vishakh Padmakumar, He He arXiv_CL arXiv_CL  Unsupervised  Pose  Summarization  Medical  Language_Model  PDF
• 2021-02-11 Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels    Roberto Vega, Pouneh Gorji, Zichen Zhang, Xuebin Qin, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Jacob L. Jaremko, Russell Greiner arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-02-11 L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation    Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Medical  PDF
• 2021-02-11 Using exoskeletons to assist medical staff during prone positioning of mechanically ventilated COVID-19 patients: a pilot study    Serena Ivaldi (LARSEN), Pauline Maurice (LORIA), Waldez Gomes (LORIA), Jean Theurel (INRS (Vandoeuvre lès Nancy)), Liên Wioland (INRS (Vandoeuvre lès Nancy)), Jean-Jacques Atain-Kouadio (INRS (Vandoeuvre lès Nancy)), Laurent Claudon (INRS (Vandoeuvre lès Nancy)), Hind Hani (CUESim), Antoine Kimmoun (CHRU Nancy), Jean-Marc Sellal (CHRU Nancy), Bruno Levy (CHRU Nancy), Jean Paysant (CHRU Nancy), Sergueï Malikov (CHRU Nancy), Bruno Chenuel (CHRU Nancy), Nicla Settembre (CHRU Nancy) arXiv_AI arXiv_AI  Medical  PDF
• 2021-02-10 Generating Synthetic Text Data to Evaluate Causal Inference Methods    Zach Wood-Doughty, Ilya Shpitser, Mark Dredze arXiv_CL arXiv_CL  Pose  Medical  Inference  PDF
• 2021-02-10 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning    Fahdi Kanavati, Masayuki Tsuneki arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Attention  Medical  Inference  PDF
• 2021-02-10 Biomedical Question Answering: A Comprehensive Review    Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu arXiv_CL arXiv_CL  Knowledge  Review  Action  Medical  QA  PDF
• 2021-02-10 FLOP: Federated Learning on Medical Datasets using Partial Networks    Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin arXiv_CV arXiv_CV  Deep_Learning  GAN  Medical  PDF
• 2021-02-10 Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective    Rajendra P. Joshi, Neeraj Kumar arXiv_AI arXiv_AI  Optimization  Medical  Autonomous  PDF
• 2021-02-09 Deep Multilabel CNN for Forensic Footwear Impression Descriptor Identification    Marcin Budka, Akanda Wahid Ul Ashraf, Scott Neville, Alun Mackrill, Matthew Bennett arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Medical  PDF
• 2021-02-09 Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence    Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus Tönnies, Christian Hansen, Marko Rak arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  CNN  PDF
• 2021-02-09 Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels    Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2021-02-09 A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT    Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-02-08 A Mixed Focal Loss Function for Handling Class Imbalanced Medical Image Segmentation    Michael Yeung, Evis Sala, Carola-Bibiane Schönlieb, Leonardo Rundo arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  PDF
• 2021-02-08 Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator for Medical Image Recovery    Moran Xu, Dianlin Hu, Weifei Wu, Weiwen Wu arXiv_CV arXiv_CV  Restoration  Optimization  Adversarial  Pose  Action  Attention  GAN  Medical  PDF
• 2021-02-08 TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation    Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  GAN  Medical  CNN  Prediction  PDF
• 2021-02-08 HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data    Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Face  Action  Relation  Medical  Prediction  PDF
• 2021-02-08 Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations    D. Fompeyrine, E. S. Vorm, N. Ricka, F. Rose, G. Pellegrin arXiv_AI arXiv_AI  Pose  Detection  Medical  Prediction  PDF
• 2021-02-07 Damage detection using in-domain and cross-domain transfer learning    Zaharah A. Bukhsh, Nils Jansen, Aaqib Saeed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  Medical  PDF
• 2021-02-06 Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection    Leena Mathur, Maja J Matarić arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Detection  Medical  PDF
• 2021-02-06 Drug Package Recommendation via Interaction-aware Graph Induction    Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen arXiv_AI arXiv_AI  Embedding  Knowledge  Pose  Action  Medical  Recommendation  PDF
• 2021-02-06 A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring    Shanaka Ramesh Gunasekara, H.N.T.K.Kaldera, Maheshi B. Dissanayake arXiv_AI arXiv_AI  Edge_Detection  Segmentation  Pose  Action  Deep_Learning  Detection  Contour  Medical  CNN  PDF
• 2021-02-05 Scalable Robust Graph and Feature Extraction for Arbitrary Vessel Networks in Large Volumetric Datasets    Dominik Drees, Aaron Scherzinger, René Hägerling, Friedemann Kiefer, Xiaoyi Jiang arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Medical  PDF
• 2021-02-05 Measuring Utility and Privacy of Synthetic Genomic Data    Bristena Oprisanu, Georgi Ganev, Emiliano De Cristofaro arXiv_AI arXiv_AI  Salient  GAN  Medical  Inference  PDF
• 2021-02-05 3D Medical Multi-modal Segmentation Network Guided by Multi-source Correlation Constraint    Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan arXiv_CV arXiv_CV  Segmentation  3D  Pose  Relation  Attention  Medical  PDF
• 2021-02-05 Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning    Vincent M. D'Anniballe, Fakrul I. Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo arXiv_AI arXiv_AI  Embedding  RNN  Action  Classification  Deep_Learning  Attention  GAN  Medical  PDF
• 2021-02-04 Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images    Jiasong Chen, Linchen Qian, Timur Urakov, Weiyong Gu, Liang Liang arXiv_CV arXiv_CV  Reconstruction  Adversarial  Classification  Relation  Medical  CNN  PDF
• 2021-02-04 TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors    Umaseh Sivanesan, Luis H. Braga, Ranil R. Sonnadara, Kiret Dhindsa arXiv_CV arXiv_CV  Segmentation  Unsupervised  Deep_Learning  GAN  Medical  PDF
• 2021-02-04 Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction    Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, Suong Le, Wray Buntine arXiv_AI arXiv_AI  RNN  Pose  Relation  Attention  Medical  Prediction  PDF
• 2021-02-03 Variational Bayes survival analysis for unemployment modelling    Pavle Boškoski, Matija Perne, Martina Rameša, Biljana Mileva Boshkoska arXiv_AI arXiv_AI  Embedding  Pose  Medical  PDF
• 2021-02-03 Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation    Yuhang Ding, Xin Yu, Yi Yang arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Medical  PDF
• 2021-02-03 Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond    Guang Yang, Qinghao Ye, Jun Xia arXiv_AI arXiv_AI  Review  Pose  Survey  Quantitative  Deep_Learning  Medical  PDF
• 2021-02-03 Multi-Instance Learning by Utilizing Structural Relationship among Instances    Yangling Ma, Zhouwang Yang arXiv_CV arXiv_CV  Embedding  Pose  Classification  Relation  Attention  Medical  CNN  Image_Classification  PDF
• 2021-02-03 Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI    Tarun Kanti Ghosh, Md. Kamrul Hasan, Shidhartho Roy, Md. Ashraful Alam, Eklas Hossain, Mohiuddin Ahmad arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2021-02-03 TAD: Trigger Approximation based Black-box Trojan Detection for AI    Xinqiao Zhang, Huili Chen, Farinaz Koushanfar arXiv_AI arXiv_AI  Adversarial  Pose  Detection  Medical  Autonomous  PDF
• 2021-02-03 The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient    Yuval Shahar arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-02-02 A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks    Atefeh Shahroudnejad arXiv_AI arXiv_AI  Survey  Action  Deep_Learning  Medical  PDF
• 2021-02-02 Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles    Yili Hong, Jie Min, Caleb B. King, William Q. Meeker arXiv_AI arXiv_AI  Pose  Medical  Autonomous  Inference  PDF
• 2021-02-02 Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation    Rikiya Yamashita, Jin Long, Snikitha Banda, Jeanne Shen, Daniel L. Rubin arXiv_CV arXiv_CV  Image_Caption  Style_Transfer  Pose  Classification  Medical  PDF
• 2021-02-02 Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis    Yang Wen arXiv_CV arXiv_CV  Medical  PDF
• 2021-02-02 Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement    Jusang Lee, Minyoung Chung, Minkyung Lee, Yeong-Gil Shin arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Medical  CNN  PDF
• 2021-02-01 Diagnosis of Acute Poisoning Using Explainable Artificial Intelligence    Michael Chary, Ed W Boyer, Michele M Burns arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2021-02-01 Risk Aware and Multi-Objective Decision Making with Distributional Monte Carlo Tree Search    Conor F. Hayes, Mathieu Reymond, Diederik M. Roijers, Enda Howley, Patrick Mannion arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Medical  PDF
• 2021-02-01 Human-Robot Interaction: Applications    Abdel-Nasser Sharkawy arXiv_RO arXiv_RO  Knowledge  Review  Action  Detection  Medical  PDF
• 2021-02-01 Densely Connected Recurrent Residual Convolutional Neural Network for Segmentation of Lung CT Images    Kaushik Dutta arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-02-01 Few-shot Learning for CT Scan based COVID-19 Diagnosis    Yifan Jiang, Han Chen, David K. Han, Hanseok Ko arXiv_CV arXiv_CV  Sparse  Pose  Deep_Learning  Few-Shot  Medical  PDF
• 2021-01-31 SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation    Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2021-01-31 A new distance measure of Pythagorean fuzzy sets based on matrix and and its application in medical diagnosis    Yuanpeng He arXiv_AI arXiv_AI  Pose  Relation  Medical  PDF
• 2021-01-31 Ultrasound Image Classification using ACGAN with Small Training Dataset    Sudipan Saha, Nasrullah Sheikh arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-01-30 Advancing the AmbientGAN for learning stochastic object models    Weimin Zhou, Sayantan Bhadra, Frank J. Brooks, Jason L. Granstedt, Hua Li, Mark A. Anastasio arXiv_CV arXiv_CV  3D  Adversarial  Pose  GAN  Medical  PDF
• 2021-01-30 NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution    Radu Dogaru, Ioana Dogaru arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-01-30 ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation    Jiawei Zhang, Yanchun Zhang, Xiaowei Xu arXiv_CV arXiv_CV  Segmentation  Inpainting  Pose  Medical  PDF
• 2021-01-30 Taxonomic survey of Hindi Language NLP systems    Nikita P. Desai, Prof. (Dr.) Vipul K. Dabhi arXiv_AI arXiv_AI  Survey  Sentiment  Medical  PDF
• 2021-01-29 Belief function-based semi-supervised learning for brain tumor segmentation    Ling Huang, Su Ruan, Thierry Denoeux arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2021-01-29 Deep Triplet Hashing Network for Case-based Medical Image Retrieval    Jiansheng Fang, Huazhu Fu, Jiang Liu arXiv_CV arXiv_CV  Image_Retrieval  Pose  Classification  Attention  Medical  PDF
• 2021-01-28 Deep learning via LSTM models for COVID-19 infection forecasting in India    Rohitash Chandra, Ayush Jain, Divyanshu Singh Chauhan arXiv_AI arXiv_AI  RNN  Deep_Learning  Medical  PDF
• 2021-01-28 Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction    Jinjiang Guo, Jie Li, Dawei Leng, Lurong Pan arXiv_AI arXiv_AI  Knowledge  Pose  Action  Deep_Learning  Medical  Prediction  PDF
• 2021-01-28 A Taxonomy of Explainable Bayesian Networks    Iena Petronella Derks, Alta de Waal arXiv_AI arXiv_AI  Attention  GAN  Medical  Prediction  PDF
• 2021-01-27 Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis    Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen arXiv_AI arXiv_AI  Pose  Ontology  Relation  Attention  Medical  CNN  Prediction  PDF
• 2021-01-27 Deep Image Retrieval: A Survey    Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew arXiv_CV arXiv_CV  Enhancement  Image_Retrieval  Review  Pose  Survey  Deep_Learning  GAN  Medical  PDF
• 2021-01-27 Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention    Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-01-26 ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease    Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Classification  Medical  Prediction  PDF
• 2021-01-26 Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans    Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu arXiv_CV arXiv_CV  NAS  3D  Pose  Classification  Detection  Medical  PDF
• 2021-01-26 Medical Segment Coloring of Clinical Notes    Maha Alkhairy arXiv_CL arXiv_CL  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-01-26 Low Resource Recognition and Linking of Biomedical Concepts from a Large Ontology    Sunil Mohan, Rico Angell, Nick Monath, Andrew McCallum arXiv_CL arXiv_CL  Segmentation  Tracking  Recognition  Ontology  Medical  Prediction  PDF
• 2021-01-25 D-Net: Siamese based Network with Mutual Attention for Volume Alignment    Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez arXiv_CV arXiv_CV  Enhancement  3D  Action  Deep_Learning  Attention  Medical  PDF
• 2021-01-25 A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts    Katikapalli Subramanyam Kalyan, Sivanesan Sangeetha arXiv_CL arXiv_CL  Bert  Knowledge  Ontology  Relation  Medical  PDF
• 2021-01-25 UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading    Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Attilio Fiandrotti, Luca Bertero, Paola Cassoni, Marco Grangetto arXiv_AI arXiv_AI  Recognition  Classification  Medical  PDF
• 2021-01-25 Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study    K. E. Sengun, Y. T. Cetin, M.S Guzel, S. Can, E. Bostanci arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  GAN  Medical  PDF
• 2021-01-25 Weakly Supervised Thoracic Disease Localization via Disease Masks    Hyun-Woo Kim, Hong-Gyu Jung, Seong-Whan Lee arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-01-25 EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information    Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Action  Classification  Relation  Attention  Medical  Language_Model  PDF
• 2021-01-25 MadDog: A Web-based System for Acronym Identification and Disambiguation    Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen arXiv_CL arXiv_CL  Medical  PDF
• 2021-01-25 A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms    Chen Zhao, Haipeng Tang, Daniel McGonigle, Zhuo He, Chaoyang Zhang, Yu-Ping Wang, Hong-Wen Deng, Robert Bober, Weihua Zhou arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2021-01-24 Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model    Nilanjan Sinhababu, Rahul Saxena, Monalisa Sarma, Debasis Samanta arXiv_AI arXiv_AI  Pose  Action  Medical  Recommendation  PDF
• 2021-01-24 Computational Intelligence Approach to Improve the Classification Accuracy of Brain Neoplasm in MRI Data    Nilanjan Sinhababu, Monalisa Sarma, Debasis Samanta arXiv_CV arXiv_CV  Pose  Action  Classification  Detection  Medical  CNN  Prediction  PDF
• 2021-01-24 FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow    Sergiu Mocanu, Alan R. Moody, April Khademi arXiv_CV arXiv_CV  Unsupervised  3D  Pose  Quantitative  Deep_Learning  Relation  Medical  Optical_Flow  PDF
• 2021-01-24 DenseNet for Breast Tumor Classification in Mammographic Images    Yuliana Jiménez Gaona, María José Rodriguez-Alvarez, Hector Espinó Morató, Darwin Castillo Malla, Vasudevan Lakshminarayanan arXiv_CV arXiv_CV  Segmentation  Action  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2021-01-23 Network-Agnostic Knowledge Transfer for Medical Image Segmentation    Shuhang Wang, Vivek Kumar Singh, Alex Benjamin, Mercy Asiedu, Elham Yousef Kalafi, Eugene Cheah, Viksit Kumar, Anthony Samir arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Salient  Knowledge  Pose  Medical  PDF
• 2021-01-23 A Pressure Ulcer Care System For Remote Medical Assistance: Residual U-Net with an Attention Model Based for Wound Area Segmentation    Jinyeong Chae, Ki Yong Hong, Jihie Kim arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-01-22 Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer    Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Zero-Shot  Knowledge  Pose  Medical  PDF
• 2021-01-22 Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision    Zitao Shen (1), Yoonkwon Yi (1), Anusha Bompelli (2), Fang Yu (3), Yanshan Wang (4), Rui Zhang (2 and 5) ((1) College of Science & Engineering, University of Minnesota, (2) Department of Pharmaceutical Care & Health Systems, University of Minnesota, (3) Edson College of Nursing and Health Innovation, Arizona State University, (4) Department of AI & Informatics, Mayo Clinic, (5) Institute for Health Informatics, University of Minnesota) arXiv_CL arXiv_CL  Transformer  Bert  Pose  Deep_Learning  Medical  Activity  PDF
• 2021-01-22 A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images    Simone Cammarasana, Paolo Nicolardi, Giuseppe Patanè arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  Medical  PDF
• 2021-01-22 A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization    Ming Liang, Kui Xue, Tong Ruan arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Classification  Medical  PDF
• 2021-01-22 DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation    Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2021-01-22 Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net    Vivian Wen Hui Wong, Max Ferguson, Kincho H. Law, Yung-Tsun Tina Lee, Paul Witherell arXiv_CV arXiv_CV  Segmentation  3D  Pose  Detection  Medical  CNN  PDF
• 2021-01-22 Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning    Gangming Zhao, Baolian Qi, Jinpeng Li arXiv_CV arXiv_CV  Knowledge  Pose  Detection  Relation  Medical  PDF
• 2021-01-22 AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data    Mengjie Guo, Hengrong Lan, Changchun Yang, Fei Gao arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Attention  Medical  PDF
• 2021-01-21 Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images    Tinu Theckel Joy, Suman Sedai, Rahil Garnavi arXiv_CV arXiv_CV  Segmentation  Classification  Relation  Medical  PDF
• 2021-01-21 Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment    Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Pose  Action  Deep_Learning  Medical  PDF
• 2021-01-21 Analysis of Information Flow Through U-Nets    Suemin Lee, Ivan V. Bajić arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2021-01-20 Chest X-ray lung and heart segmentation based on minimal training sets    Balázs Maga arXiv_CV arXiv_CV  Segmentation  Detection  Attention  Medical  PDF
• 2021-01-20 Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations    Tao Wei, Angelica I Aviles-Rivero, Shuo Wang, Yuan Huang, Fiona J Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  Image_Classification  PDF
• 2021-01-19 Flying Robots for Safe and Efficient Parcel Delivery Within the COVID-19 Pandemic    Manuel Patchou, Benjamin Sliwa, Christian Wietfeld arXiv_RO arXiv_RO  Optimization  Pose  Action  Medical  Drone  PDF
• 2021-01-19 Classification of COVID-19 X-ray Images Using a Combination of Deep and Handcrafted Features    Weihan Zhang, Bryan Pogorelsky, Mark Lovelandy, Trevor Wolf arXiv_CV arXiv_CV  Classification  Medical  CNN  PDF
• 2021-01-19 A survey on shape-constraint deep learning for medical image segmentation    Simon Bohlender, Ilkay Oksuz, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Sparse  Review  Pose  Survey  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-01-19 Predicting Pneumonia and Region Detection from X-Ray Images using Deep Neural Network    Sheikh Md Hanif Hossain, S M Raju, Amelia Ritahani Ismail arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  Medical  CNN  Prediction  PDF
• 2021-01-19 A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction    Yitong Liu, Ken Deng, Chang Sun, Hongwen Yang arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Deep_Learning  Relation  Medical  PDF
• 2021-01-19 Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans    Abhishek Shivdeo, Rohit Lokwani, Viraj Kulkarni, Amit Kharat, Aniruddha Pant arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Deep_Learning  Medical  Inference  PDF
• 2021-01-19 Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images    Kathryn Schutte, Olivier Moindrot, Paul Hérent, Jean-Baptiste Schiratti, Simon Jégou arXiv_CV arXiv_CV  Pose  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-01-19 Inferring COVID-19 Biological Pathways from Clinical Phenotypes via Topological Analysis    Negin Karisani, Daniel E. Platt, Saugata Basu, Laxmi Parida arXiv_CL arXiv_CL  Salient  Knowledge  Pose  Medical  PDF
• 2021-01-18 Fidelity and Privacy of Synthetic Medical Data    Ofer Mendelevitch, Michael D. Lesh arXiv_AI arXiv_AI  Pose  Action  Re-identification  Medical  PDF
• 2021-01-18 Diagnostic Captioning: A Survey    John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail arXiv_CV arXiv_CV  Image_Caption  Pose  Survey  Deep_Learning  Attention  Medical  Caption  PDF
• 2021-01-18 Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary    Jean-Francois Rajotte, Sumit Mukherjee, Caleb Robinson, Anthony Ortiz, Christopher West, Juan Lavista Ferres, Raymond T Ng arXiv_AI arXiv_AI  Adversarial  Classification  GAN  Medical  PDF
• 2021-01-18 Machine learning with limited data    Fupin Yao arXiv_CV arXiv_CV  Recognition  Pose_Estimation  Pose  Face  Classification  Deep_Learning  Detection  Relation  Few-Shot  Object_Detection  Face_Recognition  Attention  Medical  Image_Classification  PDF
• 2021-01-18 CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation    Alexander Ke, William Ellsworth, Oishi Banerjee, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Deep_Learning  Relation  Medical  CNN  PDF
• 2021-01-18 Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation    Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao arXiv_CV arXiv_CV  Segmentation  Unsupervised  Medical  PDF
• 2021-01-17 Human Activity Recognition Using Multichannel Convolutional Neural Network    Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif, Abdullah-Al Nahid arXiv_CV arXiv_CV  Recognition  Pose  Action  Classification  Medical  Activity  CNN  PDF
• 2021-01-17 A Literature Review of Recent Graph Embedding Techniques for Biomedical Data    Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King arXiv_AI arXiv_AI  Embedding  Knowledge  Review  Pose  Survey  Relation  Medical  PDF
• 2021-01-16 Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation    Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-01-16 Bladder segmentation based on deep learning approaches: current limitations and lessons    Mark G. Bandyk, Dheeraj R Gopireddy, Chandana Lall, K.C. Balaji, Jose Dolz arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  Prediction  PDF
• 2021-01-16 Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation    Hamed Jelodar, Rita Orji, Stan Matwin, Swarna Weerasinghe, Oladapo Oyebode, Yongli Wang arXiv_AI arXiv_AI  Pose  Emotion  Detection  Medical  PDF
• 2021-01-16 Scale factor point spread function matching: Beyond aliasing in image resampling    M. Jorge Cardoso, Marc Modat, Tom Vercauteren, Sebastien Ourselin arXiv_CV arXiv_CV  Pose  Medical  Matching  PDF
• 2021-01-16 AR-based Modern Healthcare: A Review    Jinat Ara, Hanif Bhuiyan, Yeasin Arafat Bhuiyan, Salma Begum Bhyan, Muhammad Ismail Bhuiyan arXiv_AI arXiv_AI  Review  Pose  Medical  Recommendation  PDF
• 2021-01-15 Harmonization and the Worst Scanner Syndrome    Daniel Moyer, Polina Golland arXiv_CV arXiv_CV  Medical  Prediction  PDF
• 2021-01-15 PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation    Yi Liu, Lutao Chu, Guowei Chen, Zewu Wu, Zeyu Chen, Baohua Lai, Yuying Hao arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Autonomous  Inference  PDF
• 2021-01-14 Supervised Transfer Learning at Scale for Medical Imaging    Basil Mustafa, Aaron Loh, Jan Freyberg, Patricia MacWilliams, Alan Karthikesalingam, Neil Houlsby, Vivek Natarajan arXiv_CV arXiv_CV  Transfer_Learning  Medical  PDF
• 2021-01-14 U-Noise: Learnable Noise Masks for Interpretable Image Segmentation    Teddy Koker, Fatemehsadat Mireshghallah, Tom Titcombe, Georgios Kaissis arXiv_CV arXiv_CV  Segmentation  Quantitative  Medical  PDF
• 2021-01-14 Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans    Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding arXiv_CV arXiv_CV  NAS  3D  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-01-14 An Explainable CNN Approach for Medical Codes Prediction from Clinical Text    Shu Yuan Hu, Fei Teng arXiv_CL arXiv_CL  Classification  Attention  Medical  CNN  Prediction  PDF
• 2021-01-13 Big Self-Supervised Models Advance Medical Image Classification    Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi arXiv_CV arXiv_CV  Recognition  Self-Supervised  Contrastive_Learning  Classification  Attention  Medical  Image_Classification  PDF
• 2021-01-13 Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis    Jeremy Zucker, Kaushal Paneri, Sara Mohammad-Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie Oxford, Robert Ness, Olga Vitek arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Quantitative  Medical  Inference  PDF
• 2021-01-13 VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI    Xiaofeng Liu, Fangxu Xing, Chao Yang, C.-C. Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo arXiv_CV arXiv_CV  Unsupervised  3D  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-01-13 MRI Images, Brain Lesions and Deep Learning    Darwin castillo, Vasudevan Lakshminarayanan, Maria J. Rodgrigez-Alvarez arXiv_CV arXiv_CV  Segmentation  Review  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-01-13 Modeling and Analysis of Unmanned Remote Guided Vehicle on Rough and Loose Snow Terrain    Abhishek D. Patange, Sharad S. Mulik, R. Jegadeeshwaran, Dhananjay R. Jadhav, Prateek J. Ghatage, Gaurav R. Doshi, Rushikesh V Raykar arXiv_RO arXiv_RO  3D  Pose  Action  Medical  PDF
• 2021-01-13 EventPlus: A Temporal Event Understanding Pipeline    Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng arXiv_AI arXiv_AI  Knowledge  Action  Detection  Relation  Relation_Extraction  Medical  PDF
• 2021-01-12 Generative Adversarial U-Net for Domain-free Medical Image Augmentation    Xiaocong Chen, Yun Li, Lina Yao, Ehsan Adeli, Yu Zhang arXiv_CV arXiv_CV  Adversarial  Pose  Quantitative  Deep_Learning  Medical  PDF
• 2021-01-12 Using uncertainty estimation to reduce false positives in liver lesion detection    Ishaan Bhat, Hugo J. Kuif, Veronika Cheplygina, Josien P.W. Pluim arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-01-12 Temporally Guided Articulated Hand Pose Tracking in Surgical Videos    Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso arXiv_CV arXiv_CV  Tracking  Recognition  Object_Tracking  Pose_Estimation  Pose  Action_Recognition  Action  Medical  Prediction  PDF
• 2021-01-12 Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning    Yan Han, Chongyan Chen, Ahmed H Tewfik, Ying Ding, Yifan Peng arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Quantitative  Deep_Learning  Detection  Medical  PDF
• 2021-01-11 Explaining the Black-box Smoothly- A Counterfactual Approach    Sumedha Singla, Brian Pollack, Stephen Wallace, Kayhan Batmanghelich arXiv_CV arXiv_CV  Salient  Adversarial  Pose  Quantitative  Classification  GAN  Medical  PDF
• 2021-01-11 PyHealth: A Python Library for Health Predictive Models    Yue Zhao, Zhi Qiao, Cao Xiao, Lucas Glass, Jimeng Sun arXiv_AI arXiv_AI  Medical  PDF
• 2021-01-11 BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer    Po-Ting Lai, Zhiyong Lu arXiv_CL arXiv_CL  Transformer  Bert  RNN  Pose  Action  Relation  Relation_Extraction  Attention  Medical  PDF
• 2021-01-11 System Design for a Data-driven and Explainable Customer Sentiment Monitor    An Nguyen, Stefan Foerstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Bjoern Eskofier arXiv_AI arXiv_AI  Relation  Sentiment  Medical  PDF
• 2021-01-11 Colorectal Polyp Detection in Real-world Scenario: Design and Experiment Study    Xinzi Sun, Dechun Wang, Chenxi Zhang, Pengfei Zhang, Zinan Xiong, Yu Cao, Benyuan Liu, Xiaowei Liu, Shuijiao Chen arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2021-01-11 Technology Readiness Levels for Machine Learning Systems    Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic, Siddha Ganju, Dava Newman, Sujoy Ganguly, Danny Lange, Atılım Güneş Baydin, Amit Sharma, Adam Gibson, Yarin Gal, Eric P. Xing, Chris Mattmann, James Parr arXiv_AI arXiv_AI  GAN  Medical  PDF
• 2021-01-11 Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer    Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F Frangi, Dong Ni arXiv_CV arXiv_CV  Segmentation  Embedding  Style_Transfer  Pose  Medical  PDF
• 2021-01-09 GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS    Baohua Sun, Weixiong Lin, Hao Sha, Jiapeng Su arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  Autonomous  Inference  PDF
• 2021-01-09 Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition    Fuyu Wang, Xiaodan Liang, Lin Xu, Liang Lin arXiv_CV arXiv_CV  Knowledge  Pose  Relation  Attention  Medical  Caption  PDF
• 2021-01-08 Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders    Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Gregory M. Goldgof, Rahul Paul arXiv_CV arXiv_CV  Deep_Learning  Medical  CNN  PDF
• 2021-01-08 Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification    Fanjie Kong, Xiao-yang Liu, Ricardo Henao arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2021-01-08 Knowledge AI: New Medical AI Solution for Medical image Diagnosis    Yingni Wang, Shuge Lei, Jian Dai, Kehong Yuan arXiv_CV arXiv_CV  Knowledge  Pose  Medical  PDF
• 2021-01-08 HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images    Zhimin Yuan, Xiaofen Ma, Jiajin Yi, Zhengrong Luo, Jialin Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Pose  Medical  CNN  PDF
• 2021-01-08 Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data    Ali Nawaz, Syed Muhammad Anwar, Rehan Liaqat, Javid Iqbal, Ulas Bagci, Muhammad Majid arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2021-01-07 Learning Guided Electron Microscopy with Active Acquisition    Lu Mi, Hao Wang, Yaron Meirovitch, Richard Schalek, Srinivas C. Turaga, Jeff W. Lichtman, Aravinthan D.T. Samuel, Nir Shavit arXiv_CV arXiv_CV  Salient  Deep_Learning  Medical  PDF
• 2021-01-07 More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination    Jian Dai, Shuge Lei, Licong Dong, Xiaona Lin, Huabin Zhang, Desheng Sun, Kehong Yuan arXiv_CV arXiv_CV  Super_Resolution  Pose  Classification  Detection  GAN  Medical  PDF
• 2021-01-07 Learning Anthropometry from Rendered Humans    Song Yan, Joni-Kristian Kämäräinen arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2021-01-07 Multimodal Gait Recognition for Neurodegenerative Diseases    Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning Li, Xin Wang, Huiyu Zhou arXiv_AI arXiv_AI  Recognition  Gait_Recognition  Pose  Classification  Medical  PDF
• 2021-01-07 Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation    Kang Li, Shujun Wang, Lequan Yu, Pheng-Ann Heng arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Medical  Prediction  PDF
• 2021-01-07 Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation    Vishwesh Nath, Dong Yang, Bennett A. Landman, Daguang Xu, Holger R. Roth arXiv_CV arXiv_CV  Segmentation  Gradient_Descent  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2021-01-06 A Novel Shaft-to-Tissue Force Model for Safer Motion Planning of Steerable Needles    Michael Bentley, Caleb Rucker, Chakravarthy Reddy, Oren Salzman, Alan Kuntz arXiv_RO arXiv_RO  Medical  PDF
• 2021-01-06 Order Embeddings from Merged Ontologies using Sketching    Kenneth L. Clarkson, Sanjana Sahayaraj arXiv_AI arXiv_AI  Embedding  Sketch  Relation  Medical  PDF
• 2021-01-05 Local Translation Services for Neglected Languages    David Noever, Josh Kalin, Matt Ciolino, Dom Hambrick, Gerry Dozier arXiv_CL arXiv_CL  RNN  Quantitative  Deep_Learning  Medical  PDF
• 2021-01-05 Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation    Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Medical  CNN  PDF
• 2021-01-05 Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping    Mohammed Alawad, Shang Gao, Mayanka Chandra Shekar, S.M.Shamimul Hasan, J. Blair Christian, Xiao-Cheng Wu, Eric B. Durbin, Jennifer Doherty, Antoinette Stroup, Linda Coyle, Lynne Penberthy, Georgia Tourassi arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Relation  Medical  CNN  Language_Model  PDF
• 2021-01-04 A Continuum Manipulator for Open-Source Surgical Robotics Research and Shared Development    Angus B. Clark, Visakan Mathivannan, Nicolas Rojas arXiv_RO arXiv_RO  Medical  PDF
• 2021-01-04 Minimizing L1 over L2 norms on the gradient    Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Medical  PDF
• 2021-01-04 SmartArm: Suturing Feasibility of a Surgical Robotic System on a Neonatal Chest Model    Murilo M. Marinho, Kanako Harada, Kyoichi Deie, Tetsuya Ishimaru, Mamoru Mitsuishi arXiv_RO arXiv_RO  Medical  PDF
• 2021-01-02 Privacy Preserving Domain Adaptation for Semantic Segmentation of Medical Images    Serban Stan, Mohammad Rostami arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Medical  CNN  PDF
• 2021-01-02 A Provably Efficient Algorithm for Linear Markov Decision Process with Low Switching Cost    Minbo Gao, Tianle Xie, Simon S. Du, Lin F. Yang arXiv_AI arXiv_AI  Reinforcement_Learning  Medical  Recommendation  PDF
• 2021-01-01 Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis    Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo arXiv_AI arXiv_AI  Unsupervised  Pose  Medical  PDF
• 2021-01-01 Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?    Jun Ma arXiv_CV arXiv_CV  Segmentation  3D  Review  Pose  GAN  Medical  PDF
• 2021-01-01 How Do Your Biomedical Named Entity Models Generalize to Novel Entities?    Hyunjae Kim, Jaewoo Kang arXiv_CL arXiv_CL  Recognition  Medical  PDF
• 2021-01-01 De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers    Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Louisa Jorm arXiv_CL arXiv_CL  Recognition  Medical  PDF
• 2020-12-31 KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records    Yuta Nakamura (1 and 2), Shouhei Hanaoka (3), Yukihiro Nomura (4), Naoto Hayashi (4), Osamu Abe (1 and 3), Shuntaro Yada (2), Shoko Wakamiya (2), Eiji Aramaki (2) ((1) The University of Tokyo, (2) Nara Institute of Science and Technology, (3) The Department of Radiology, The University of Tokyo Hospital, (4) The Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo Hospital) arXiv_CL arXiv_CL  Bert  Knowledge  Medical  Language_Model  PDF
• 2020-12-31 Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos    Zhi-Qin Zhan, Huazhu Fu, Yan-Yao Yang, Jingjing Chen, Jie Liu, Yu-Gang Jiang arXiv_CV arXiv_CV  Regularization  Pose  Deep_Learning  Detection  Attention  Medical  Inference  PDF
• 2020-12-31 Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray    Yixuan Sun, Chengyao Li, Qian Zhang, Aimin Zhou, Guixu Zhang arXiv_CV arXiv_CV  Review  Survey  Classification  Deep_Learning  Detection  Attention  Medical  PDF
• 2020-12-31 An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain    Paul Grouchy, Shobhit Jain, Michael Liu, Kuhan Wang, Max Tian, Nidhi Arora, Hillary Ngai, Faiza Khan Khattak, Elham Dolatabadi, Sedef Akinli Kocak arXiv_CL arXiv_CL  Transformer  Bert  Medical  Language_Model  QA  PDF
• 2020-12-30 Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays    Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao arXiv_CV arXiv_CV  Knowledge  Pose  Detection  Attention  Medical  PDF
• 2020-12-30 A Review into Data Science and Its Approaches in Mechanical Engineering    Ashkan Yousefi Zadeh, Meysam Shahbazy arXiv_AI arXiv_AI  Optimization  Review  Medical  Prediction  PDF
• 2020-12-30 MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures    Laura Mora Ballestar, Veronica Vilaplana arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  CNN  PDF
• 2020-12-30 Explainability Matters: Backdoor Attacks on Medical Imaging    Munachiso Nwadike, Takumi Miyawaki, Esha Sarkar, Michail Maniatakos, Farah Shamout arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Inference  PDF
• 2020-12-30 SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability    Rajeev Kumar Singh, Rohan Gorantla, Sai Giridhar Allada, Narra Pratap arXiv_CV arXiv_CV  Segmentation  Salient  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2020-12-29 Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision    Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett arXiv_CL arXiv_CL  Few-Shot  Medical  PDF
• 2020-12-29 Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer    Yao Zhang, Jiawei Yang, Feng Hou, Yang Liu, Yixin Wang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Deep_Learning  Medical  PDF
• 2020-12-29 Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning    Lu Wang, Dong Guo, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2020-12-28 Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN    Heng Liu, Jianyong Liu, Tao Tao, Shudong Hou, Jungong Han arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Adversarial  Self-Supervised  Pose  Image_Enhancement  Deep_Learning  GAN  Medical  Inference  PDF
• 2020-12-28 Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning    Peyman Tahghighi, Reza A.Zoroofi, Sare Safi, Alireza Ramezani arXiv_CV arXiv_CV  Reconstruction  3D  Adversarial  Pose  Deep_Learning  GAN  Medical  Prediction  PDF
• 2020-12-28 Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications    Arash Mohammadi, Yingxu Wang, Nastaran Enshaei, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Helder C. R. Oliveira, Svetlana Yanushkevich, Konstantinos N. Plataniotis arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Medical  Prediction  PDF
• 2020-12-27 MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining    Zhi Wen, Xing Han Lu, Siva Reddy arXiv_AI arXiv_AI  Medical  PDF
• 2020-12-26 Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain    Samuel Felipe dos Santos, Jurandy Almeida arXiv_CV arXiv_CV  Surveillance  Recognition  Pose  Action_Recognition  Action  Deep_Learning  Medical  Inference  PDF
• 2020-12-26 Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds    Dat Ngo, Lam Pham, Anh Nguyen, Ben Phan, Khoa Tran, Truong Nguyen arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  Medical  PDF
• 2020-12-25 Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays    Chirath Dasanayakaa, Maheshi Buddhinee Dissanayake arXiv_CV arXiv_CV  Classification  Deep_Learning  GAN  Medical  PDF
• 2020-12-24 Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets    Joseph Stember, Hrithwik Shalu arXiv_AI arXiv_AI  Segmentation  Unsupervised  Reinforcement_Learning  Pose  Deep_Learning  Medical  PDF
• 2020-12-24 Pain Assessment based on fNIRS using Bidirectional LSTMs    Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou arXiv_AI arXiv_AI  RNN  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2020-12-24 Memory-Gated Recurrent Networks    Yaquan Zhang, Qi Wu, Nanbo Peng, Min Dai, Jing Zhang, Hu Wang arXiv_CV arXiv_CV  Pose  Medical  PDF
• 2020-12-23 Exploring Instance-Level Uncertainty for Medical Detection    Jiawei Yang, Yuan Liang, Yao Zhang, Weinan Song, Kun Wang, Lei He arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Detection  Medical  PDF
• 2020-12-23 Automated Lay Language Summarization of Biomedical Scientific Reviews    Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen arXiv_CL arXiv_CL  Knowledge  Review  Summarization  Medical  PDF
• 2020-12-23 ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation    Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Juergen Burger, Kate Gerber, Moritz Tannast, Klaus Siebenrock, Nicolas Gerber arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Pose  GAN  Medical  PDF
• 2020-12-23 Analyzing Representations inside Convolutional Neural Networks    Uday Singh Saini, Evangelos E. Papalexakis arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Medical  CNN  Inference  PDF
• 2020-12-22 Prediction of Chronic Kidney Disease Using Deep Neural Network    Iliyas Ibrahim Iliyas, Isah Rambo Saidu, Ali Baba Dauda, Suleiman Tasiu arXiv_CV arXiv_CV  Attention  Medical  Prediction  PDF
• 2020-12-22 Limitation of Acyclic Oriented Graphs Matching as Cell Tracking Accuracy Measure when Evaluating Mitosis    Ye Chen, Yuankai Huo arXiv_CV arXiv_CV  Segmentation  Tracking  Object_Tracking  Detection  Object_Detection  Medical  Matching  PDF
• 2020-12-22 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation    Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, Liang Lin arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Relation  Medical  PDF
• 2020-12-22 A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images    Shanaka Ramesh Gunasekara, HNTK Kaldera, Maheshi B. Dissanayake arXiv_CV arXiv_CV  Edge_Detection  Segmentation  Pose  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2020-12-22 Limitations of Deep Neural Networks: a discussion of G. Marcus' critical appraisal of deep learning    Stefanos Tsimenidis arXiv_AI arXiv_AI  Recognition  Speech  Deep_Learning  Speech_Recognition  Medical  Autonomous  PDF
• 2020-12-22 Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals    Valentin Gabeff, Tomas Teijeiro, Marina Zapater, Leila Cammoun, Sylvain Rheims, Philippe Ryvlin, David Atienza arXiv_AI arXiv_AI  Sparse  Knowledge  Classification  Deep_Learning  Detection  Relation  Medical  CNN  Prediction  PDF
• 2020-12-22 A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset    Tahira Iqbal, Arslan Shaukat, Usman Akram, Zartasha Mustansar, Yung-Cheol Byun arXiv_CV arXiv_CV  Pose  Classification  Medical  CNN  Prediction  PDF
• 2020-12-22 Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection    Hamzeh Asgharnezhad, Afshar Shamsi, Roohallah Alizadehsani, Abbas Khosravi, Saeid Nahavandi, Zahra Alizadeh Sani, Dipti Srinivasan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Detection  Medical  Inference  Prediction  PDF
• 2020-12-22 Improved Biomedical Word Embeddings in the Transformer Era    jiho Noh, Ramakanth Kavuluru arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Pose  Classification  Relation  Medical  PDF
• 2020-12-22 A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease    Kuo Yang, Emad A. Mohammed arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  RNN  Review  Pose  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2020-12-22 Differentially Private Synthetic Medical Data Generation using Convolutional GANs    Amirsina Torfi, Edward A. Fox, Chandan K. Reddy arXiv_AI arXiv_AI  Unsupervised  Adversarial  Speech  Classification  Deep_Learning  Relation  GAN  Medical  CNN  Image_Classification  PDF
• 2020-12-22 Acronym Identification and Disambiguation shared tasksfor Scientific Document Understanding    Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi arXiv_CL arXiv_CL  Unsupervised  Review  GAN  Medical  PDF
• 2020-12-22 On the effectiveness of signal decomposition, feature extraction and selection on lung sound classification    Andrine Elsetrønning, Adil Rasheed, Jon Bekker, Omer San arXiv_SD arXiv_SD  Action  Classification  Detection  Medical  PDF
• 2020-12-21 Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review    Mustafa Ghaderzadeh, Farkhondeh Asadi arXiv_CV arXiv_CV  Review  Pose  Action  Deep_Learning  Detection  Medical  PDF
• 2020-12-21 Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review    Tahira Iqbal, Arslan Shaukat, Usman Akram arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Detection  Medical  PDF
• 2020-12-21 Self-Supervised Learning for Visual Summary Identification in Scientific Publications    Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš, Shigeo Morishima arXiv_CL arXiv_CL  Self-Supervised  Medical  Caption  Matching  PDF
• 2020-12-21 Medical Entity Linking using Triplet Network    Ishani Mondal, Sukannya Purkayastha, Sudeshna Sarkar, Pawan Goyal, Jitesh Pillai, Amitava Bhattacharyya, Mahanandeeshwar Gattu arXiv_AI arXiv_AI  Knowledge  Medical  PDF
• 2020-12-21 BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information    Ishani Mondal arXiv_AI arXiv_AI  Embedding  Bert  Knowledge  Pose  Action  Relation  Relation_Extraction  Medical  Language_Model  Prediction  PDF
• 2020-12-21 Domain specific BERT representation for Named Entity Recognition of lab protocol    Tejas Vaidhya, Ayush Kaushal arXiv_CL arXiv_CL  Embedding  Recognition  Bert  GAN  Medical  PDF
• 2020-12-21 Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions    Ishani Mondal arXiv_AI arXiv_AI  Embedding  Bert  Knowledge  Knowledge_Graph  Pose  Action  Classification  Relation  Medical  Language_Model  PDF
• 2020-12-21 DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption    Yi Ding, Fuyuan Tan, Zhen Qin, Mingsheng Cao, Kim-Kwang Raymond Choo, Zhiguang Qin arXiv_AI arXiv_AI  Adversarial  Pose  Deep_Learning  Relation  GAN  Medical  PDF
• 2020-12-20 MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation    Yutong Cai, Yong Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Attention  Medical  CNN  PDF
• 2020-12-20 Explaining Black-box Models for Biomedical Text Classification    Milad Moradi, Matthias Samwald arXiv_AI arXiv_AI  Text_Classification  Knowledge  Pose  Classification  Relation  Medical  Prediction  PDF
• 2020-12-20 A hybrid deep-learning approach for complex biochemical named entity recognition    Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay Thiruvady arXiv_CL arXiv_CL  Transformer  Recognition  Bert  RNN  Pose  Action  Deep_Learning  Relation  Relation_Extraction  Attention  Medical  PDF
• 2020-12-19 Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing    Rishab Parthasarathy, Rohan Bhowmik arXiv_CV arXiv_CV  Recognition  Deep_Learning  Relation  Medical  CNN  PDF
• 2020-12-19 Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation    Abhishek K Dubey, Michael T Young, Christopher Stanley, Dalton Lunga, Jacob Hinkle arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Medical  PDF
• 2020-12-18 Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure    Islam Akef Ebeid, Majdi Hassan, Tingyi Wanyan, Jack Roper, Abhik Seal, Ying Ding arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Ontology  Action  Relation  Medical  Prediction  PDF
• 2020-12-18 Computer Vision based Tomography of Structures Using 3D Digital Image Correlation    Mehrdad Shafiei Dizaji, Devin Harris arXiv_CV arXiv_CV  3D  Optimization  Pose  Face  Relation  Medical  PDF
• 2020-12-18 Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation    José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Pose  Medical  CNN  PDF
• 2020-12-17 A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks    Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou arXiv_CV arXiv_CV  Adversarial  Pose  Detection  Object_Detection  Medical  Prediction  PDF
• 2020-12-17 CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models    Quan Quan, Qiyuan Wang, Liu Li, Yuanqi Du, S. Kevin Zhou arXiv_CV arXiv_CV  3D  Knowledge  Pose  Medical  PDF
• 2020-12-17 Unsupervised Learning of Local Discriminative Representation for Medical Images    Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2020-12-16 Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation    Hao Tang, Xingwei Liu, Kun Han, Shanlin Sun, Narisu Bai, Xuming Chen, Huang Qian, Yong Liu, Xiaohui Xie arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Attention  GAN  Medical  CNN  PDF
• 2020-12-16 uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning    Biagio Brattoli, Uta Buechler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Bjoern Ommer arXiv_AI arXiv_AI  Unsupervised  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2020-12-16 MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification    Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully Burns, Nanyun Peng arXiv_CV arXiv_CV  Classification  Medical  Caption  PDF
• 2020-12-16 Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR    Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David Firmin, Jennifer Keegan, Guang Yang arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Contour  Attention  Medical  PDF
• 2020-12-16 Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration    Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz arXiv_AI arXiv_AI  Adversarial  Pose  Action  Sentiment  Medical  Prediction  PDF
• 2020-12-16 A Lightweight Neural Model for Biomedical Entity Linking    Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Action  Attention  Medical  PDF
• 2020-12-16 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference    Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang arXiv_CL arXiv_CL  Regularization  Pose  Action  Relation  Relation_Extraction  Medical  Inference  PDF
• 2020-12-16 Automated 3D cephalometric landmark identification using computerized tomography    Hye Sun Yun, Chang Min Hyun, Seong Hyeon Baek, Sang-Hwy Lee, Jin Keun Seo arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Detection  Medical  PDF
• 2020-12-16 Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices    Shu Zhang, Jincheng Xu, Yu-Chun Chen, Jiechao Ma, Zihao Li, Yizhou Wang, Yizhou Yu arXiv_CV arXiv_CV  3D  Pose  Detection  Object_Detection  Medical  CNN  PDF
• 2020-12-15 Robustness of Brain Tumor Segmentation    Sabine Müller, Joachim Weickert, Norbert Graf arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2020-12-15 Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information    Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas arXiv_AI arXiv_AI  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2020-12-15 Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks    Darya Trofimova, Tim Adler, Lisa Kausch, Lynton Ardizzone, Klaus Maier-Hein, Ulrich Köthe, Carsten Rother, Lena Maier-Hein arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Medical  PDF
• 2020-12-15 A new interval-based aggregation approach based on bagging and Interval Agreement Approach in ensemble learning    Mansoureh Maadia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2020-12-14 Medical Robots for Infectious Diseases: Lessons and Challenges from the COVID-19 Pandemic    Antonio Di Lallo, Robin R. Murphy (Fellow, IEEE), Axel Krieger (Member, IEEE), Junxi Zhu, Russell H. Taylor (Fellow, IEEE), Hao Su (Member, IEEE) arXiv_RO arXiv_RO  Knowledge  Medical  PDF
• 2020-12-14 Aggregative Self-Supervised Feature Learning    Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2020-12-14 Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus    Vajira Thambawita, Steven Hicks, Pål Halvorsen, Michael A. Riegler arXiv_AI arXiv_AI  Segmentation  Pose  Medical  PDF
• 2020-12-14 Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification    Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2020-12-14 Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction    Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Action  Medical  CNN  Inference  PDF
• 2020-12-14 D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation    Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  CNN  Prediction  PDF
• 2020-12-14 Hospital Capacity Planning Using Discrete Event Simulation Under Special Consideration of the COVID-19 Pandemic    Thomas Bartz-Beielstein, Frederik Rehbach, Olaf Mersmann, Eva Bartz arXiv_AI arXiv_AI  Optimization  Medical  PDF
• 2020-12-13 Explanation from Specification    Harish Naik, György Turán arXiv_AI arXiv_AI  Knowledge  Action  Medical  PDF
• 2020-12-13 CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Pose  Action  Deep_Learning  Contour  Attention  GAN  Medical  Prediction  PDF
• 2020-12-13 One-Shot Object Localization in Medical Images based on Relative Position Regression    Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Guotai Wang arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Detection  GAN  Medical  Inference  Matching  PDF
• 2020-12-12 Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods    Huahong Zhang, Ipek Oguz arXiv_CV arXiv_CV  Segmentation  Review  Survey  Quantitative  Deep_Learning  Medical  Activity  PDF
• 2020-12-12 Interactive Radiotherapy Target Delineation with 3D-Fused Context Propagation    Chun-Hung Chao, Hsien-Tzu Cheng, Tsung-Ying Ho, Le Lu, Min Sun arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Contour  Medical  CNN  Prediction  PDF
• 2020-12-11 Dependency Decomposition and a Reject Option for Explainable Models    Jan Kronenberger, Anselm Haselhoff arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Deep_Learning  Medical  Image_Classification  Autonomous  Inference  Prediction  PDF
• 2020-12-11 Objectness-Guided Open Set Visual Search and Closed Set Detection    Nathan Drenkow, Philippe Burlina, Neil Fendley, Kachi Odoemene, Jared Markowitz arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2020-12-11 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images    Li Sun, Ke Yu, Kayhan Batmanghelich arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Relation  Medical  PDF
• 2020-12-11 Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable    Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell arXiv_AI arXiv_AI  Recognition  Knowledge  Adversarial  Speech  Face  Action  Deep_Learning  Speech_Recognition  Medical  Autonomous  PDF
• 2020-12-10 The Three Ghosts of Medical AI: Can the Black-Box Present Deliver?    Thomas P. Quinn, Stephan Jacobs, Manisha Senadeera, Vuong Le, Simon Coghlan arXiv_AI arXiv_AI  Review  Medical  PDF
• 2020-12-10 Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs    Simon Ott, Laura Graf, Asan Agibetov, Christian Meilicke, Matthias Samwald arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Medical  Inference  Prediction  PDF
• 2020-12-10 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review    Daria Kern, Andre Mastmeyer arXiv_CV arXiv_CV  3D  Review  Pose  Deep_Learning  Detection  Medical  CNN  PDF
• 2020-12-10 Privacy-preserving medical image analysis    Alexander Ziller, Jonathan Passerat-Palmbach, Théo Ryffel, Dmitrii Usynin, Andrew Trask, Ionésio Da Lima Costa Junior, Jason Mancuso, Marcus Makowski, Daniel Rueckert, Rickmer Braren, Georgios Kaissis arXiv_CV arXiv_CV  Classification  Medical  Inference  PDF
• 2020-12-10 AI Driven Knowledge Extraction from Clinical Practice Guidelines: Turning Research into Practice    Musarrat Hussain, Jamil Hussain, Taqdir Ali, Fahad Ahmed Satti, Sungyoung Lee arXiv_AI arXiv_AI  Embedding  Knowledge  Action  Classification  Deep_Learning  Medical  PDF
• 2020-12-10 A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning    Musarrat Hussain, Fahad Ahmed Satti, Jamil Hussain, Taqdir Ali, Syed Imran Ali, Hafiz Syed Muhammad Bilal, Gwang Hoon Park, Sungyoung Lee arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Bert  Knowledge  Action  Detection  Relation  Medical  Matching  PDF
• 2020-12-10 Automatic Generation of Interpretable Lung Cancer Scoring Models from Chest X-Ray Images    Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Douglas P. S. Gomes, Anwaar Ul-Haq arXiv_CV arXiv_CV  Deep_Learning  Detection  Medical  PDF
• 2020-12-10 Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding    Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Pose  Relation  Few-Shot  GAN  Medical  CNN  PDF
• 2020-12-09 Convex Regularization Behind Neural Reconstruction    Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John Pauly arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Denoising  Medical  CNN  Prediction  PDF
• 2020-12-09 ESAD: End-to-end Deep Semi-supervised Anomaly Detection    Chaoqin Huang, Fei Ye, Ya Zhang, Yan-Feng Wang, Qi Tian arXiv_CV arXiv_CV  Optimization  Pose  Detection  Medical  PDF
• 2020-12-09 AIDE: Annotation-efficient deep learning for automatic medical image segmentation    Cheng Li, Rongpin Wang, Zaiyi Liu, Meiyun Wang, Hongna Tan, Yaping Wu, Xinfeng Liu, Hui Sun, Rui Yang, Xin Liu, Ismail Ben Ayed, Hairong Zheng, Hanchuan Peng, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  PDF
• 2020-12-09 One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma    Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David Kriegman, Linda Zangwill arXiv_AI arXiv_AI  Embedding  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2020-12-09 Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions    Jun Wang, Shaoguo Wen, Kaixing Chen, Jianghua Yu, Xin Zhou, Peng Gao, Changsheng Li, Guotong Xie arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Quantitative  Classification  Detection  Object_Detection  Medical  Image_Classification  Prediction  PDF
• 2020-12-08 Conditional Generation of Medical Images via Disentangled Adversarial Inference    Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao arXiv_CV arXiv_CV  Unsupervised  Regularization  Adversarial  Self-Supervised  Pose  GAN  Medical  Inference  PDF
• 2020-12-08 Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning    Angelo Ziletti, Christoph Berns, Oliver Treichel, Thomas Weber, Jennifer Liang, Stephanie Kammerath, Marion Schwaerzler, Jagatheswari Virayah, David Ruau, Xin Ma, Andreas Mattern arXiv_CL arXiv_CL  Unsupervised  Pose  Medical  PDF
• 2020-12-08 Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation    Jiahua Dong, Yang Cong, Gan Sun, Yunsheng Yang, Xiaowei Xu, Zhengming Ding arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Attention  Medical  Prediction  PDF
• 2020-12-07 Deformable Gabor Feature Networks for Biomedical Image Classification    Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Lian Zhuo arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2020-12-07 A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation    Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Jing Xiao, Chien-Hung Liao, Shun Miao arXiv_CV arXiv_CV  Pose  Classification  Detection  Object_Detection  Medical  Image_Classification  Prediction  PDF
• 2020-12-07 Improving Clinical Document Understanding on COVID-19 Research with Spark NLP    Veysel Kocaman, David Talby arXiv_CL arXiv_CL  Embedding  Recognition  Review  Deep_Learning  Detection  Medical  PDF
• 2020-12-07 Predicting survival outcomes using topological features of tumor pathology images    Chul Moon, Qiwei Li, Guanghua Xiao arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2020-12-07 Online Photometric Calibration of Automatic Gain Thermal Infrared Cameras    Manash Pratim Das, Larry Matthies, Shreyansh Daftry arXiv_CV arXiv_CV  Pose  SLAM  Medical  PDF
• 2020-12-07 The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics    Yael Ben-Guigui, Jacob Goldberger, Tammy Riklin-Raviv arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Classification  Detection  Medical  PDF
• 2020-12-07 Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization    Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier arXiv_CV arXiv_CV  Reconstruction  Optimization  Deep_Learning  GAN  Medical  PDF
• 2020-12-07 Attention-based Saliency Hashing for Ophthalmic Image Retrieval    Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu arXiv_AI arXiv_AI  Image_Retrieval  Salient  Pose  Attention  Medical  PDF
• 2020-12-06 Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models    Dong Wang, Yuewei Yang, Chenyang Tao, Fanjie Kong, Ricardo Henao, Lawrence Carin arXiv_AI arXiv_AI  Represenation_Learning  Salient  Pose  Contrastive_Learning  Deep_Learning  Relation  Medical  Prediction  PDF
• 2020-12-06 An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation    Roger D. Soberanis-Mukul, Nassir Navab, Shadi Albarqouni arXiv_CV arXiv_CV  Segmentation  Pose  GAN  Medical  CNN  Prediction  PDF
• 2020-12-06 FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization    Nishant Kumar, Stefan Gumhold arXiv_CV arXiv_CV  Unsupervised  Optimization  Salient  Knowledge  Medical  CNN  Autonomous  Prediction  PDF
• 2020-12-06 Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification    Zhuoning Yuan, Yan Yan, Milan Sonka, Tianbao Yang arXiv_CV arXiv_CV  Optimization  Knowledge  Pose  Classification  Medical  Image_Classification  PDF
• 2020-12-05 A Survey on Deep Learning with Noisy Labels: How to train your model when you cannot trust on the annotations?    Filipe R. Cordeiro, Gustavo Carneiro arXiv_CV arXiv_CV  Pose  Survey  Deep_Learning  Medical  PDF
• 2020-12-04 Deep Learning for Wrist Fracture Detection: Are We There Yet?    Abu Mohammed Raisuddin, Elias Vaattovaara, Mika Nevalainen, Marko Nikki, Elina Järvenpää, Kaisa Makkonen, Pekka Pinola, Tuula Palsio, Arttu Niemensivu, Osmo Tervonen, Aleksei Tiulpin arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Attention  Medical  CNN  PDF
• 2020-12-04 Offset Curves Loss for Imbalanced Problem in Medical Segmentation    Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savides arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Regularization  Pose  Deep_Learning  Contour  Attention  Medical  PDF
• 2020-12-04 A Benchmark Dataset for Understandable Medical Language Translation    Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng You, Cao Xiao, Fenglong Ma arXiv_CL arXiv_CL  Bert  Pose  Deep_Learning  Summarization  Medical  PDF
• 2020-12-04 Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming    J Liu, R Bai, Z Lu, P Ge, D Liu, Uwe Aickelin arXiv_CL arXiv_CL  Text_Classification  Pose  Classification  Medical  PDF
• 2020-12-04 Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images    Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  3D  Self-Supervised  Pose  Contrastive_Learning  Detection  Medical  Matching  PDF
• 2020-12-04 Deep Learning for Medical Anomaly Detection -- A Survey    Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes arXiv_CV arXiv_CV  Review  Pose  Survey  Deep_Learning  Detection  GAN  Medical  PDF
• 2020-12-03 Multicenter Assessment of Augmented Reality Registration Methods for Image-guided Interventions    Ningcheng Li, Jonathan Wakim, Yilun Koethe, Timothy Huber, Terence Gade, Stephen Hunt, Brian Park arXiv_CV arXiv_CV  3D  Gesture  Pose  Medical  PDF
• 2020-12-03 Explaining Predictions of Deep Neural Classifier via Activation Analysis    Martin Stano, Wanda Benesova, Lukas Samuel Martak arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  CNN  Prediction  PDF
• 2020-12-03 COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches    Khalfalla Awedat, Almabrok Essa arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  Detection  Medical  CNN  PDF
• 2020-12-03 Multimodal Spatio-Temporal Deep Learning Approach for Neonatal Postoperative Pain Assessment    Md Sirajus Salekin, Ghada Zamzmi, Dmitry Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun arXiv_AI arXiv_AI  Pose  Emotion  Classification  Deep_Learning  Medical  PDF
• 2020-12-03 A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation    Ngan Le, Kashu Yamazaki, Dat Truong, Kha Gia Quach, Marios Savvides arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Pose  Face  Detection  Attention  Medical  PDF
• 2020-12-03 Drugs4Covid: Drug-driven Knowledge Exploitation based on Scientific Publications    Carlos Badenes-Olmedo, David Chaves-Fraga, MarÍa Poveda-VillalÓn, Ana Iglesias-Molina, Pablo Calleja, Socorro Bernardos, Patricia MartÍn-Chozas, Alba Fernández-Izquierdo, Elvira Amador-Domínguez, Paola Espinoza-Arias, Luis Pozo, Edna Ruckhaus, Esteban González-Guardia, Raquel Cedazo, Beatriz López-Centeno, Oscar Corcho arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Classification  Medical  PDF
• 2020-12-03 Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation    Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2020-12-02 Contour Transformer Network for One-shot Segmentation of Anatomical Structures    Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao arXiv_CV arXiv_CV  Transformer  Segmentation  Deep_Learning  Contour  Medical  CNN  PDF
• 2020-12-02 Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset    Korranat Naruenatthanaset, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Nantheera Anantrasirichai, Attakorn Palasuwan arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Medical  PDF
• 2020-12-02 An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT    Zhipeng Li, Yong Long, Il Yong Chun arXiv_CV arXiv_CV  Reconstruction  Pose  Relation  Medical  CNN  PDF
• 2020-12-02 Towards Fairness in Classifying Medical Conversations into SOAP Sections    Elisa Ferracane, Sandeep Konam arXiv_CL arXiv_CL  Medical  PDF
• 2020-12-02 Biomedical Knowledge Graph Refinement with Embedding and Logic Rules    Sendong Zhao, Bing Qin, Ting Liu, Fei Wang arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Action  Medical  Inference  PDF
• 2020-12-02 Automatic Extraction of Ranked SNP-Phenotype Associations from Literature through Detecting Neural Candidates, Negation and Modality Markers    Behrouz Bokharaeian, Alberto Diaz arXiv_CL arXiv_CL  Pose  Action  Detection  Relation  Relation_Extraction  Medical  PDF
• 2020-12-01 Neural language models for text classification in evidence-based medicine    Andres Carvallo, Denis Parra, Gabriel Rada, Daniel Perez, Juan Ignacio Vasquez, Camilo Vergara arXiv_CL arXiv_CL  Text_Classification  Classification  Medical  Language_Model  PDF
• 2020-11-30 On Interpretability of Artificial Neural Networks: A Survey    Fenglei Fan, Jinjun Xiong, Mengzhou Li, Ge Wang arXiv_AI arXiv_AI  Review  Survey  Deep_Learning  Relation  Attention  Medical  PDF
• 2020-11-30 Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning    Gergo Merkely, Alireza Borjali, Molly Zgoda, Evan M. Farina, Simon Gortz, Orhun Muratoglu, Christian Lattermann, Kartik M. Varadarajan arXiv_CV arXiv_CV  Salient  Pose  Deep_Learning  Medical  CNN  PDF
• 2020-11-30 From the DESK to the Battlefield -- A Robotics Exploratory Study    Glebys T. Gonzalez, Upinder Kaur, Masudur Rahma, Vishnunandan Venkatesh, Natalia Sanchez, Gregory Hager, Yexiang Xue, Richard Voyles, Juan Wachs arXiv_RO arXiv_RO  Transfer_Learning  Knowledge  Medical  Autonomous  PDF
• 2020-11-30 Reducing Textural Bias Improves Robustness of Deep Segmentation CNNs    Seoin Chai, Daniel Rueckert, Ahmed E. Fetit arXiv_CV arXiv_CV  Segmentation  3D  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2020-11-30 Long-range medical image registration through generalized mutual information : toward a fully automatic volumetric alignment    Vinicius Pavanelli Vianna, Luiz Otavio Murta Jr arXiv_CV arXiv_CV  Gradient_Descent  Pose  Face  Medical  PDF
• 2020-11-30 MAVIDH Score: A Corona Severity Scoring using Interpretable Chest X-Ray Pathology Features    Douglas P. S. Gomes, Michael J. Horry, Anwaar Ulhaq, Manoranjan Paul, Subrata Chakraborty, Manash Saha, Tanmoy Debnath, D.M. Motiur Rahaman arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Relation  Medical  PDF
• 2020-11-30 ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic    Sahithya Ravi, Samaneh Khoshrou, Mykola Pechenizkiy arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Action  Deep_Learning  Medical  PDF
• 2020-11-30 A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints    Puranjay Mohan, Aditya Jyoti Paul, Abhay Chirania arXiv_CV arXiv_CV  Quantization  Pose  Face  Detection  GAN  Medical  Inference  PDF
• 2020-11-29 Learning to segment images with classification labels    Ozan Ciga, Anne L. Martel arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  PDF
• 2020-11-29 Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation    August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab arXiv_CV arXiv_CV  Adversarial  GAN  Medical  PDF
• 2020-11-29 Overcoming Measurement Inconsistency in Deep Learning for Linear Inverse Problems: Applications in Medical Imaging    Marija Vella, João F. C. Mota arXiv_CV arXiv_CV  Reconstruction  Optimization  Pose  Deep_Learning  Medical  PDF
• 2020-11-29 SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation    Fang Gong, Meng Wang, Haofen Wang, Sen Wang, Mengyue Liu arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Ontology  Action  Relation  Medical  Prediction  Recommendation  PDF
• 2020-11-28 Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels    Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Medical  PDF
• 2020-11-28 Inter-slice Context Residual Learning for 3D Medical Image Segmentation    Jianpeng Zhang, Yutong Xie, Yan Wang, Yong Xia arXiv_CV arXiv_CV  Segmentation  3D  Pose  Attention  Medical  CNN  PDF
• 2020-11-28 MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis    Quan Huu Cap, Hitoshi Iyatomi, Atsushi Fukuda arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2020-11-28 Differences between human and machine perception in medical diagnosis    Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz, Celin Chacko, Robin Ehrenpreis, Naziya Samreen, Chloe Chhor, Eric Kim, Jiyon Lee, Kristine Pysarenko, Beatriu Reig, Hildegard Toth, Divya Awal, Linda Du, Alice Kim, James Park, Daniel K. Sodickson, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras arXiv_CV arXiv_CV  Knowledge  Pose  Medical  PDF
• 2020-11-27 Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health    Denis Newman-Griffis, Eric Fosler-Lussier arXiv_AI arXiv_AI  Embedding  Classification  Deep_Learning  Medical  Activity  Language_Model  PDF
• 2020-11-27 Trends in deep learning for medical hyperspectral image analysis    Uzair Khan, Paheding Sidike, Colin Elkin, Vijay Devabhaktuni arXiv_CV arXiv_CV  Segmentation  Knowledge  Review  Classification  Deep_Learning  Detection  Medical  PDF
• 2020-11-27 Self supervised contrastive learning for digital histopathology    Ozan Ciga, Anne L. Martel, Tony Xu arXiv_CV arXiv_CV  Unsupervised  Salient  Self-Supervised  Contrastive_Learning  GAN  Medical  PDF
• 2020-11-27 Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling    Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge arXiv_CV arXiv_CV  Segmentation  Regularization  Adversarial  Pose  Classification  Detection  GAN  Medical  PDF
• 2020-11-27 Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images    Juan E. Arco, A. Ortiz, J.Ramirez, F.J. Martinez-Murcia, Yu-Dong Zhang, Juan M. Gorriz arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  CNN  Prediction  PDF
• 2020-11-27 Manipulating Medical Image Translation with Manifold Disentanglement    Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra arXiv_AI arXiv_AI  Segmentation  Adversarial  Pose  GAN  Medical  CNN  PDF
• 2020-11-27 An anatomically-informed 3D CNN for brain aneurysm classification with weak labels    Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Detection  Medical  CNN  PDF
• 2020-11-27 A Mixed Integer Linear Program For Human And Material Resources Optimization In Emergency Department    Ibtissem Chouba (UTT), Lionel Amodeo (UTT), Farouk Yalaoui (UTT), Taha Arbaoui (UTT), David Laplanche arXiv_RO arXiv_RO  Optimization  Pose  Medical  PDF
• 2020-11-27 Chinese Medical Question Answer Matching Based on Interactive Sentence Representation Learning    Xiongtao Cui, Jungang Han arXiv_CL arXiv_CL  Bert  Represenation_Learning  Pose  Deep_Learning  Medical  QA  Matching  PDF
• 2020-11-26 Transfer Learning for Brain Tumor Segmentation    Jonas Wacker, Marcelo Ladeira, José Eduardo Vaz Nascimento arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Deep_Learning  Medical  CNN  PDF
• 2020-11-26 Modelling brain lesion volume in patches with CNN-based Poisson Regression    Kevin Raina arXiv_CV arXiv_CV  Segmentation  Gradient_Descent  Medical  PDF
• 2020-11-26 Multi-view Human Pose and Shape Estimation Using Learnable Volumetric Aggregation    Soyong Shin, Eni Halilaj arXiv_CV arXiv_CV  3D  Pose  Medical  Prediction  PDF
• 2020-11-26 Virufy: Global Applicability of Crowdsourced and Clinical Datasets for AI Detection of COVID-19 from Cough    Gunvant Chaudhari, Xinyi Jiang, Ahmed Fakhry, Asriel Han, Jaclyn Xiao, Sabrina Shen, Amil Khanzada arXiv_AI arXiv_AI  Detection  Medical  PDF
• 2020-11-26 MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons    Florin C. Walter, Sebastian Damrich, Fred A. Hamprecht arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2020-11-26 Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems    Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI  Deep_Learning  Medical  Recommendation  PDF
• 2020-11-26 Non-Rigid Puzzles    Or Litany, Emanuele Rodolà, Alex Bronstein, Michael Bronstein, Daniel Cremers arXiv_CV arXiv_CV  Segmentation  Medical  Matching  PDF
• 2020-11-25 Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning    Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2020-11-25 Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images    Tawsifur Rahman, Amith Khandakar, Yazan Qiblawey, Anas Tahir, Serkan Kiranyaz, Saad Bin Abul Kashem, Mohammad Tariqul Islam, Somaya Al Maadeed, Susu M Zughaier, Muhammad Salman Khan, Muhammad E. H. Chowdhury arXiv_CV arXiv_CV  Enhancement  Knowledge  Pose  Image_Enhancement  Detection  Medical  CNN  PDF
• 2020-11-25 Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy    Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Medical  PDF
• 2020-11-25 PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation    Yutong Xie, Jianpeng Zhang, Zehui Liao, Yong Xia, Chunhua Shen arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Deep_Learning  Relation  GAN  Medical  Prediction  PDF
• 2020-11-25 Handling Noisy Labels via One-Step Abductive Multi-Target Learning    Yongquan Yang, Yiming Yang, Jie Chen, Jiayi Zheng, Zhongxi Zheng arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Medical  Prediction  PDF
• 2020-11-25 Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review    Parsa Sarosh, Shabir A. Parah, Romany F Mansur, G. M. Bhat arXiv_AI arXiv_AI  Transfer_Learning  Review  Pose  Face  Action  Classification  Deep_Learning  Detection  Medical  Prediction  PDF
• 2020-11-25 Using Radiomics as Prior Knowledge for Abnormality Classification and Localization in Chest X-rays    Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Ying Ding, Yifan Peng arXiv_CV arXiv_CV  Knowledge  Quantitative  Classification  Deep_Learning  Attention  Medical  PDF
• 2020-11-24 Experiments on transfer learning architectures for biomedical relation extraction    Walid Hafiane, Joel Legrand, Yannick Toussaint, Adrien Coulet arXiv_CL arXiv_CL  Segmentation  Transfer_Learning  Bert  Action  Relation  Relation_Extraction  Medical  PDF
• 2020-11-24 Pain Intensity Assessment in Sickle Cell Disease patients using Vital Signs during Hospital Visits    Swati Padhee (1), Amanuel Alambo (1), Tanvi Banerjee (1), Arvind Subramaniam (2), Daniel M. Abrams (3), Gary K.Nave Jr. (3), Nirmish Shah (2) ((1) Wright State University, (2) Duke University, (3) Northwestern University) arXiv_AI arXiv_AI  Quantitative  Classification  Medical  PDF
• 2020-11-24 Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles    Alex Ling Yu Hung, Edward Chen, John Galeotti arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2020-11-24 Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare    Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo arXiv_AI arXiv_AI  Recognition  Classification  Detection  GAN  Medical  CNN  PDF
• 2020-11-23 Accurate and Rapid Diagnosis of COVID-19 Pneumonia with Batch Effect Removal of Chest CT-Scans and Interpretable Artificial Intelligence    Rassa Ghavami (1,2), Mehrab Hamidi (1,2), Saeed Masoudian (1), Amir Mohseni (1), Hamzeh Lotfalinezhad (1), Mohammad Ali Kazemi (3), Behnaz Moradi (3), Mahyar Ghafoori (4), Omid Motamedi (4), Omid Pournik (4), Kiara Rezaei-Kalantari (5), Amirreza Manteghinezhad (6), Shaghayegh Haghjooy (6), Fateme Abdoli Nezhad (7), Ahmad Enhesari (7), Mohammad Saeed Kheyrkhah (8), Razieh Eghtesadi (9), Javid Azadbakht (10), Akbar Aliasgharzadeh (9), Mohammad Reza Sharif (11), Ali Khaleghi (12), Abbas Foroutan (13), Hossein Ghanaati (3), Hamed Dashti (1), Hamid R. Rabiee (1,2) ((1) AI-Med Group, AI Innovation Center, Sharif University of Technology, Tehran, Iran, (2) DML Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran, (3) Department of Radiology, Tehran University of Medical Sciences, Tehran, Iran, (4) Preventive Medicine and Public Health Research Center, Psychosocial Health Research Institute, Community and Family Medicine Department, School of Medicine, Iran University of Medical Sciences, Tehran, Iran, (5) Cardiovascular Medical & Research Center, Iran University of Medical Sciences, Tehran, Iran, (6) Isfahan University of Medical Sciences, Isfahan, Iran, (7) Kerman University of Medical Sciences, Kerman, Iran, (8) Research Institute of Animal Embryo Technology, Shahrekord University, Shahrekord, Iran, (9) Kashan University of Medical Sciences, Kashan, Iran, (10) Department of Radiology, Kashan University of Medical Sciences, Kashan, Iran, (11) Department of Pediatrics, Kashan University of Medical Sciences, Kashan, Iran, (12) Department of Computer Engineering, Imam Khomeini International University, Qazvin, Iran, (13) Shaheed Beheshti University of Medical Sciences, Medical Academy of Science, Tehran, Iran) arXiv_CV arXiv_CV  Weakly_Supervised  Action  Medical  PDF
• 2020-11-23 High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections    Anthony D. Rhodes, Manan Goel arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  CNN  PDF
• 2020-11-23 Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale    Jinzheng Cai, Adam P. Harrison, Youjing Zheng, Ke Yan, Yuankai Huo, Jing Xiao, Lin Yang, Le Lu arXiv_CV arXiv_CV  3D  Detection  Object_Detection  Medical  PDF
• 2020-11-23 Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation    Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez, Jan Kocica arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  Action  Detection  Medical  CNN  Inference  PDF
• 2020-11-23 Automated Quality Assessment of Hand Washing Using Deep Learning    Maksims Ivanovs, Roberts Kadikis, Martins Lulla, Aleksejs Rutkovskis, Atis Elsts arXiv_CV arXiv_CV  Deep_Learning  GAN  Medical  PDF
• 2020-11-23 Uncovering the Bias in Facial Expressions    Jessica Deuschel, Bettina Finzel, Ines Rieger arXiv_AI arXiv_AI  Review  Action  Quantitative  Classification  Deep_Learning  Detection  Relation  Medical  Image_Classification  PDF
• 2020-11-23 Cancer image classification based on DenseNet model    Ziliang Zhong, Muhang Zheng, Huafeng Mai, Jianan Zhao, Xinyi Liu arXiv_CV arXiv_CV  Pose  Classification  Detection  Relation  Medical  Image_Classification  PDF
• 2020-11-22 Multiresolution Knowledge Distillation for Anomaly Detection    Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad Hossein Rohban, Hamid R. Rabiee arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  Detection  Medical  PDF
• 2020-11-22 Efficient embedding network for 3D brain tumor segmentation    Hicham Messaoudi, Ahror Belaid, Mohamed Lamine Allaoui, Ahcene Zetout, Mohand Said Allili, Souhil Tliba, Douraied Ben Salem, Pierre-Henri Conze arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  3D  Pose  Deep_Learning  Medical  CNN  PDF
• 2020-11-21 Deep Learning-Based Computer Vision for Real Time Intravenous Drip Infusion Monitoring    Nicola Giaquinto, Marco Scarpetta, Maurizio Spadavecchia, Gregorio Andria arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2020-11-20 Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation    Dhanunjaya Mitta, Soumick Chatterjee, Oliver Speck, Andreas Nürnberger arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  3D  Pose  Deep_Learning  Detection  Attention  Medical  PDF
• 2020-11-20 Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins    Özgün Çiçek, Yassine Marrakchi, Enoch Boasiako Antwi, Barbara Di Ventura, Thomas Brox arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2020-11-20 SalSum: Saliency-based Video Summarization using Generative Adversarial Networks    George Pantazis, George Dimas, Dimitris K. Iakovidis arXiv_CV arXiv_CV  Unsupervised  Salient  Adversarial  Pose  Attention  GAN  Summarization  Medical  PDF
• 2020-11-20 Learning Informative Representations of Biomedical Relations with Latent Variable Models    Harshil Shah, Julien Fauqueur arXiv_CL arXiv_CL  Pose  Action  Relation  Relation_Extraction  Medical  PDF
• 2020-11-20 DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets    Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen arXiv_CV arXiv_CV  Segmentation  3D  Pose  GAN  Medical  PDF
• 2020-11-19 Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update    Anushikha Singh, Brejesh Lall, B.K. Panigrahi, Anjali Agrawal, Anurag Agrawal, Balamugesh Thangakunam, DJ Christopher arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2020-11-19 Attention-Based Transformers for Instance Segmentation of Cells in Microstructures    Tim Prangemeier, Christoph Reich, Heinz Koeppl arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Quantitative  Deep_Learning  Detection  Attention  Medical  PDF
• 2020-11-19 Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP    John Chen, Ian Berlot-Atwell, Safwan Hossain, Xindi Wang, Frank Rudzicz arXiv_AI arXiv_AI  Embedding  Pose  Medical  Prediction  PDF
• 2020-11-19 Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation    Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  3D  RNN  Pose  Deep_Learning  Relation  GAN  Medical  PDF
• 2020-11-18 Ontology-based and User-focused Automatic Text Summarization : Using COVID-19 Risk Factors as an Example    Po-Hsu Allen Chen, Amy Leibrand, Jordan Vasko, Mitch Gauthier arXiv_CL arXiv_CL  Review  Pose  Ontology  Summarization  Medical  PDF
• 2020-11-18 Inspecting state of the art performance and NLP metrics in image-based medical report generation    Pablo Pino, Denis Parra, Pablo Messina, Cecilia Besa, Sergio Uribe arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  PDF
• 2020-11-18 SoftSeg: Advantages of soft versus binary training for image segmentation    Charley Gros, Andreanne Lemay, Julien Cohen-Adad arXiv_CV arXiv_CV  Segmentation  Face  Classification  Deep_Learning  Medical  Prediction  PDF
• 2020-11-17 Contrastive Registration for Unsupervised Medical Image Segmentation    Lihao Liu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Contrastive_Learning  Medical  PDF
• 2020-11-17 HiResCAM: Explainable Multi-Organ Multi-Abnormality Prediction in 3D Medical Images    Rachel Lea Draelos, Lawrence Carin arXiv_CV arXiv_CV  3D  Weakly_Supervised  Pose  Classification  Relation  Attention  GAN  Medical  CNN  Prediction  PDF
• 2020-11-17 Uncertainty Modelling in Deep Neural Networks for Image Data    Aria Khoshsirat arXiv_CV arXiv_CV  Reconstruction  Pose  Classification  Medical  Image_Classification  Autonomous  Prediction  PDF
• 2020-11-17 Deep Learning Based HPV Status Prediction for Oropharyngeal Cancer Patients    Daniel M. Lang, Jan C. Peeken, Stephanie E. Combs, Jan J. Wilkens, Stefan Bartzsch arXiv_CV arXiv_CV  Transfer_Learning  3D  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2020-11-17 DLRRMS: Deep Learning based Respiratory Rate Monitoring System using Mobile Robots and Edges    Haimiao Mo, Shuai Ding (Member, IEEE), Shanlin Yang, Xi Zheng (Member, IEEE), Athanasios V. Vasilakos arXiv_AI arXiv_AI  Tracking  Pose  Action  Deep_Learning  Medical  PDF
• 2020-11-17 Assistive Diagnostic Tool for Brain Tumor Detection using Computer Vision    Sahithi Ankireddy arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Action  Detection  Medical  CNN  Prediction  PDF
• 2020-11-16 A Transfer Learning Based Active Learning Framework for Brain Tumor Classification    Ruqian Hao, Khashayar Namdar, Lin Liu, Farzad Khalvati arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Medical  PDF
• 2020-11-16 High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey    Rosana El Jurdia, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah arXiv_CV arXiv_CV  Segmentation  Optimization  Knowledge  Survey  Medical  CNN  PDF
• 2020-11-16 Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines and their Research Impact    Jan Egger, Antonio Pepe, Christina Gsaxner, Jianning Li arXiv_CV arXiv_CV  Review  Survey  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2020-11-16 Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models    Chaofan Tu, Ruibin Bai, Zheng Lu, Uwe Aickelin, Peiming Ge, Jianshuang Zhao arXiv_AI arXiv_AI  Text_Classification  Pose  Classification  Medical  PDF
• 2020-11-16 Retrieving and ranking short medical questions with two stages neural matching model    Xiang Li, Xinyu Fu, Zheng Lu, Ruibin Bai, Uwe Aickelin, Peiming Ge, Gong Liu arXiv_CL arXiv_CL  Pose  Medical  Matching  PDF
• 2020-11-16 Measuring agreement on linguistic expressions in medical treatment scenarios    J Navrro, C Wagner, Uwe Aickelin, L Green, R Ashford arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2020-11-16 Reinforced Medical Report Generation with X-Linear Attention and Repetition Penalty    Wenting Xu, Chang Qi, Zhenghua Xu, Thomas Lukasiewicz arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Action  Attention  Medical  PDF
• 2020-11-15 SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images    Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Attention  GAN  Medical  CNN  Image_Classification  PDF
• 2020-11-15 w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution    Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu arXiv_CV arXiv_CV  Segmentation  Sparse  Pose  Deep_Learning  Attention  Medical  PDF
• 2020-11-15 Efficient Medical Image Segmentation with Intermediate Supervision Mechanism    Di Yuan, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu, Guizhi Xu arXiv_CV arXiv_CV  Segmentation  Pose  Action  Medical  PDF
• 2020-11-15 Towards Trainable Saliency Maps in Medical Imaging    Mehak Aggarwal, Nishanth Arun, Sharut Gupta, Ashwin Vaswani, Bryan Chen, Matthew Li, Ken Chang, Jay Patel, Katherine Hoebel, Mishka Gidwani, Jayashree Kalpathy-Cramer, Praveer Singh arXiv_CV arXiv_CV  Salient  Deep_Learning  Medical  PDF
• 2020-11-14 Lung Segmentation in Chest X-rays with Res-CR-Net    Haikal Abdulah, Benjamin Huber, Sinan Lal, Hassan Abdallah, Hamid Soltanian-Zadeh, Domenico L. Gatti arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  PDF
• 2020-11-13 Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5,060 patients and a deep learning model    Mateusz Buda, Ashirbani Saha, Ruth Walsh, Sujata Ghate, Nianyi Li, Albert Święcicki, Joseph Y. Lo, Maciej A. Mazurowski arXiv_CV arXiv_CV  Deep_Learning  Detection  Medical  PDF
• 2020-11-12 Disassemblable Fieldwork CT Scanner Using a 3D-printed Calibration Phantom    Florian Schiffers, Thomas Bochynek, Andre Aichert, Tobias Würfl, Michael Rubenstein, Oliver Cossairt arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Medical  PDF
• 2020-11-12 Empirical Performance Analysis of Conventional Deep Learning Models for Recognition of Objects in 2-D Images    Sangeeta Satish Rao, Nikunj Phutela, V R Badri Prasad arXiv_AI arXiv_AI  Recognition  Face  Deep_Learning  Medical  PDF
• 2020-11-12 Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning    Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory Robbins, Shibani Mukerji, Sahar Zafar, Nicole Benson, Lidia Moura, John Hsu, Bradley T. Hyman, Michael B. Westover, Deborah Blacker, Sudeshna Das arXiv_CL arXiv_CL  Review  Deep_Learning  Attention  Medical  PDF
• 2020-11-12 Biomedical Named Entity Recognition at Scale    Veysel Kocaman, David Talby arXiv_AI arXiv_AI  Embedding  Recognition  Bert  RNN  Action  Deep_Learning  Detection  Relation  Relation_Extraction  Medical  Inference  PDF
• 2020-11-12 Image Anomaly Detection by Aggregating Deep Pyramidal Representations    Pankaj Mishra, Claudio Piciarelli, Gian Luca Foresti arXiv_AI arXiv_AI  Pose  Detection  Medical  CNN  PDF
• 2020-11-12 A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges    Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul Fieguth, Abbas Khosravi, U Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Restoration  Text_Classification  Optimization  Review  Pose  Face  Classification  Deep_Learning  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2020-11-12 Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval    Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto arXiv_CV arXiv_CV  Image_Retrieval  Pose  Medical  PDF
• 2020-11-12 Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions    Ali Mottaghi, Prathusha K Sarma, Xavier Amatriain, Serena Yeung, Anitha Kannan arXiv_CL arXiv_CL  Recognition  Pose  Medical  PDF
• 2020-11-11 A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data    Nastassya Horlava, Alisa Mironenko, Sebastian Niehaus, Sebastian Wagner, Ingo Roeder, Nico Scherf arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Self-Supervised  Classification  Medical  CNN  Image_Classification  PDF
• 2020-11-11 Rediscovering alignment relations with Graph Convolutional Networks    Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  Medical  CNN  Inference  Matching  PDF
• 2020-11-11 FAT: Training Neural Networks for Reliable Inference Under Hardware Faults    Ussama Zahid, Giulio Gambardella, Nicholas J. Fraser, Michaela Blott, Kees Vissers arXiv_CV arXiv_CV  Recognition  Speech  Classification  Speech_Recognition  Medical  CNN  Image_Classification  Inference  PDF
• 2020-11-11 Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising    Sutanu Bera, Prabir Kumar Biswas arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  Denoising  Attention  GAN  Medical  CNN  PDF
• 2020-11-11 Invertible CNN-Based Super Resolution with Downsampling Awareness    Andrew Geiss, Joseph C. Hardin arXiv_CV arXiv_CV  Super_Resolution  Pose  Medical  CNN  PDF
• 2020-11-10 Self-Supervised Out-of-Distribution Detection in Brain CT Scans    Abinav Ravi Venkatakrishnan, Seong Tae Kim, Rami Eisawy, Franz Pfister, Nassir Navab arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Restoration  Self-Supervised  Pose  Detection  Medical  Prediction  PDF
• 2020-11-10 Medical Knowledge-enriched Textual Entailment Framework    Shweta Yadav, Vishal Pallagani, Amit Sheth arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Medical  Language_Model  QA  PDF
• 2020-11-10 Towards Preemptive Detection of Depression and Anxiety in Twitter    David Owen, Jose Camacho Collados, Luis Espinosa-Anke arXiv_CL arXiv_CL  Classification  Detection  Medical  Language_Model  PDF
• 2020-11-10 On the State of Social Media Data for Mental Health Research    Keith Harrigian, Carlos Aguirre, Mark Dredze arXiv_CL arXiv_CL  Surveillance  Review  Medical  PDF
• 2020-11-10 Biomedical Information Extraction for Disease Gene Prioritization    Jupinder Parmar, William Koehler, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu arXiv_CL arXiv_CL  Recognition  Knowledge  Knowledge_Graph  Action  Relation  Relation_Extraction  Medical  PDF
• 2020-11-10 Relation-weighted link prediction for disease gene identification    Srivamshi Pittala, William Koehler, Jonathan Deans, Daniel Salinas, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Medical  Prediction  PDF
• 2020-11-10 Noise2Stack: Improving Image Restoration by Learning from Volumetric Data    Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Omer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts arXiv_CV arXiv_CV  Restoration  Self-Supervised  Denoising  Medical  CNN  PDF
• 2020-11-09 Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients    Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James Harrison, Jennifer Lobo, Laura Barnes arXiv_AI arXiv_AI  Sparse  Pose  Detection  Medical  PDF
• 2020-11-09 Artificial Intelligence Decision Support for Medical Triage    Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri Saenz arXiv_AI arXiv_AI  Action  Medical  PDF
• 2020-11-09 On Regulating AI in Medical Products    David Higgins arXiv_AI arXiv_AI  Medical  PDF
• 2020-11-09 Patch-based field-of-view matching in multi-modal images for electroporation-based ablations    Luc Lafitte, Rémi Giraud, Cornel Zachiu, Mario Ries, Olivier Sutter, Antoine Petit, Olivier Seror, Clair Poignard, Baudouin Denis de Senneville arXiv_CV arXiv_CV  3D  Pose  GAN  Medical  Matching  PDF
• 2020-11-09 Detecting Outliers with Foreign Patch Interpolation    Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz arXiv_CV arXiv_CV  Medical  Prediction  PDF
• 2020-11-08 Predictive Analysis of Diabetic Retinopathy with Transfer Learning    Shreyas Rajesh Labhsetwar, Raj Sunil Salvi, Piyush Arvind Kolte, Veerasai Subramaniam venkatesh, Alistair Michael Baretto arXiv_AI arXiv_AI  Transfer_Learning  Classification  Detection  Medical  CNN  PDF
• 2020-11-08 The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns    John M Wandeto, Birgitta Dresp-Langley arXiv_CV arXiv_CV  Unsupervised  Quantization  Deep_Learning  Detection  GAN  Medical  PDF
• 2020-11-08 Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation    Guokai Zhang, Xiaoang Shen, Ye Luo, Jihao Luo, Zeju Wang, Weigang Wang, Binghui Zhao, Jianwei Lu arXiv_CV arXiv_CV  Segmentation  Pose  Relation  Attention  Medical  PDF
• 2020-11-07 ZoomTouch: Multi-User Remote Robot Control in Zoom by DNN-based Gesture Recognition    Ilya Zakharkin, Arman Tsaturyan, Miguel Altamirano-Cabrera, Jonathan Tirado, Dzmitry Tsetserukou arXiv_RO arXiv_RO  Recognition  Gesture  Pose  Medical  PDF
• 2020-11-07 Deep Learning Analysis and Age Prediction from Shoeprints    Muhammad Hassan (1), Yan Wang (1), Di Wang (2), Daixi Li (3), Yanchun Liang (1), You Zhou (1,2), Dong Xu (4) ((1) Computer Science and Technology, Jilin University, Changchun, (2) Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Singapore, (3) Everspray Science and Technology Company Ltd., (4) Department of Electrical Engineering and Computer Science, University of Missouri, Columbia) arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  Prediction  PDF
• 2020-11-07 Grading the Severity of Arteriolosclerosis from Retinal Arterio-venous Crossing Patterns    Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2020-11-07 Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images    Shenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Mark A. Anastasio, Hua Li arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2020-11-06 Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs    Emma Rocheteau, Doyoon Kim arXiv_CV arXiv_CV  NAS  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2020-11-06 Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data    Dennis Ulmer, Lotta Meijerink, Giovanni Cinà arXiv_AI arXiv_AI  Detection  Medical  Prediction  PDF
• 2020-11-06 Explainable AI meets Healthcare: A Study on Heart Disease Dataset    Devam Dave, Het Naik, Smiti Singhal, Pankesh Patel arXiv_AI arXiv_AI  Medical  Prediction  PDF
• 2020-11-05 PubSqueezer: A Text-Mining Web Tool to Transform Unstructured Documents into Structured Data    Alberto Calderone arXiv_CL arXiv_CL  Medical  PDF
• 2020-11-05 CODER: Knowledge infused cross-lingual medical term embedding for term normalization    Zheng Yuan, Zhengyun Zhao, Sheng Yu arXiv_CL arXiv_CL  Embedding  Bert  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Medical  PDF
• 2020-11-05 Deep learning for biomedical photoacoustic imaging: A review    Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein arXiv_AI arXiv_AI  Reconstruction  Review  Action  Deep_Learning  Medical  PDF
• 2020-11-04 DeepReg: a deep learning toolkit for medical image registration    Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu arXiv_CV arXiv_CV  Deep_Learning  Medical  PDF
• 2020-11-04 FDRN: A Fast Deformable Registration Network for Medical Images    Kaicong Sun, Sven Simon arXiv_CV arXiv_CV  Unsupervised  Pose  Face  Quantitative