Medical

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 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 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 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 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 Relation Medical CNN PDF
2020-11-04 Unsupervised Anomaly Detection for X-Ray Images Diana Davletshina, Valentyn Melnychuk, Viet Tran, Hitansh Singla, Max Berrendorf, Evgeniy Faerman, Michael Fromm, Matthias Schubert arXiv_CV arXiv_CV Unsupervised Detection Medical PDF
2020-11-04 Video Generative Adversarial Networks: A Review Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi arXiv_CV arXiv_CV Knowledge Review Adversarial Survey Detection GAN Medical PDF
2020-11-04 Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training Dongha Choi, Hyunju Lee arXiv_CL arXiv_CL OCR Pose Action Deep_Learning Medical Prediction PDF
2020-11-04 Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang arXiv_CV arXiv_CV Segmentation Pose Quantitative Classification Deep_Learning Denoising Medical PDF
2020-11-04 Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading Li Tian, Liyan Ma, Zhijie Wen, Shaorong Xie, Yupeng Xu arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical CNN PDF
2020-11-03 Uncertainty Estimation in Medical Image Localization: Towards Robust Anterior Thalamus Targeting for Deep Brain Stimulation Han Liu, Can Cui, Dario J. Englot, Benoit M. Dawant arXiv_CV arXiv_CV Pose Deep_Learning Medical Prediction PDF
2020-11-03 Non-linear Hysteresis Compensation of a Tendon-sheath-driven Robotic Manipulator using Motor Current Dong-Ho Lee, Young-Ho Kim, Jarrod Collins, Ankur Kapoor, Dong-Soo Kwon, Tommaso Mansi arXiv_RO arXiv_RO Pose Medical PDF
2020-11-03 BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger Harsh Patel arXiv_CL arXiv_CL Transformer Embedding Recognition OCR Bert RNN Action Medical PDF
2020-11-03 Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li, Litao Yu, Jian Zhang arXiv_CV arXiv_CV Segmentation Pose Medical PDF
2020-11-02 U-Net and its variants for medical image segmentation: theory and applications Nahian Siddique, Paheding Sidike, Colin Elkin, Vijay Devabhaktuni arXiv_CV arXiv_CV Segmentation Review Deep_Learning Medical PDF
2020-11-02 Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey Dan Zhao, Guizhi Xu, Zhenghua XU, Thomas Lukasiewicz, Minmin Xue, Zhigang Fu arXiv_CV arXiv_CV Survey Deep_Learning Detection Medical Prediction PDF
2020-11-02 Predicting Brain Degeneration with a Multimodal Siamese Neural Network Cecilia Ostertag, Marie Beurton-Aimar, Muriel Visani, Thierry Urruty, Karell Bertet arXiv_CV arXiv_CV Relation Medical PDF
2020-11-02 Reinforcement Learning with Efficient Active Feature Acquisition Haiyan Yin, Yingzhen Li, Sinno Jialin Pan, Cheng Zhang, Sebastian Tschiatschek arXiv_AI arXiv_AI Reinforcement_Learning Pose Medical PDF
2020-11-02 CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo arXiv_CV arXiv_CV Reconstruction Segmentation Embedding Weakly_Supervised Pose Classification Medical PDF
2020-11-01 Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images Parham Yazdekhasty, Ali Zindar, Zahra Nabizadeh-ShahreBabak, Roshank Roshandel, Pejman Khadivi, Nader Karimi, Shadrokh Samavi arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Detection Medical CNN PDF
2020-11-01 Brain Tumor Classification Using Medial Residual Encoder Layers Zahra SobhaniNia, Nader Karimi, Pejman Khadivi, Roshank Roshandel, Shadrokh Samavi arXiv_CV arXiv_CV Pose Classification GAN Medical Image_Classification PDF
2020-11-01 Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images Vitaly Nikolaev arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Medical CNN Prediction PDF
2020-11-01 DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation Jia-Hong Huang, Chao-Han Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu, Ting-Wei Wu, I-Hung Lin, Kang Wang, Hiromasa Morikawa, Hernghua Chang, Jesper Tegner, Marcel Worring arXiv_AI arXiv_AI Image_Caption Pose Quantitative Medical PDF
2020-11-01 Learning Euler's Elastica Model for Medical Image Segmentation Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng arXiv_CV arXiv_CV Segmentation 3D Pose Deep_Learning Contour Medical PDF
2020-11-01 Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition Arda Akdemir, Tetsuo Shibuya arXiv_CL arXiv_CL Transfer_Learning Recognition Knowledge Pose Medical PDF
2020-11-01 Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism Peng Su, K. Vijay-Shanker arXiv_CL arXiv_CL Transformer Bert Knowledge Action Classification Relation Relation_Extraction Medical PDF
2020-10-31 Enhanced Balancing GAN: Minority-class Image Generation Gaofeng Huang, Amir H. Jafari arXiv_CV arXiv_CV Embedding Adversarial Pose GAN Medical PDF
2020-10-31 Evaluation of Inference Attack Models for Deep Learning on Medical Data Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Nguyen, Rong Yu, Miao Pan, Stephen T. Wong arXiv_CV arXiv_CV Pose Deep_Learning Medical Inference PDF
2020-10-31 Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features Anindo Saha, Fakrul I. Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo arXiv_CV arXiv_CV Segmentation 3D Weakly_Supervised Pose Classification Deep_Learning GAN Medical CNN PDF
2020-10-30 EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising Tengfei Liang, Yi Jin, Yidong Li, Tao Wang, Songhe Feng, Congyan Lang arXiv_CV arXiv_CV Enhancement Pose Deep_Learning Denoising Attention Medical CNN PDF
2020-10-30 C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification Hosein Barzekar, Zeyun Yu arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Deep_Learning Medical CNN Image_Classification PDF
2020-10-30 A Sui Generis QA Approach using RoBERTa for Adverse Drug Event Identification Harshit Jain, Nishant Raj, Suyash Mishra arXiv_AI arXiv_AI Bert RNN Memory_Networks Action Relation Relation_Extraction Attention Medical QA PDF
2020-10-30 On the Performance of Convolutional Neural Networks under High and Low Frequency Information Roshan Reddy Yedla, Shiv Ram Dubey arXiv_CV arXiv_CV Recognition Pose Face Face_Recognition Medical CNN PDF
2020-10-30 Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gomez, David F.A. Lloyd, Daniel Rueckert, Bernhard Kainz arXiv_CV arXiv_CV Sparse Knowledge Pose Classification Deep_Learning Medical Image_Classification PDF
2020-10-30 Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Mengdan Zhu, Bing Ren, Ryland Richards, Matthew Suriawinata, Naofumi Tomita, Saeed Hassanpour arXiv_CV arXiv_CV Classification GAN Medical PDF
2020-10-30 Biomedical Concept Relatedness -- A large EHR-based benchmark Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla arXiv_AI arXiv_AI Embedding Medical Matching PDF
2020-10-30 Comparison of Speaker Role Recognition and Speaker Enrollment Protocol for conversational Clinical Interviews Rachid Riad, Hadrien Titeux, Laurie Lemoine, Justine Montillot, Agnes Sliwinski, Jennifer Hamet Bagnou, Xuan Nga Cao, Emmanuel Dupoux, Anne-Catherine Bachoud-Lévi arXiv_CL arXiv_CL Recognition Speech Pose Medical PDF
2020-10-30 Health improvement framework for planning actionable treatment process using surrogate Bayesian model Kazuki Nakamura, Ryosuke Kojima, Eiichiro Uchino, Koichi Murashita, Ken Itoh, Shigeyuki Nakaji, Yasushi Okuno arXiv_AI arXiv_AI Knowledge Pose Action Medical Prediction PDF
2020-10-30 Generating Radiology Reports via Memory-driven Transformer Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan arXiv_CL arXiv_CL Transformer Knowledge Pose Relation Attention Medical PDF
2020-10-30 CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue, Xinliang (Frederick) Zhang, Ziyu Yao, Simon Lin, Huan Sun arXiv_CL arXiv_CL Pose Medical Prediction QA PDF
2020-10-29 Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation Hang Dong, Víctor Suárez-Paniagua, William Whiteley, Honghan Wu arXiv_CL arXiv_CL Embedding Salient Pose Deep_Learning Relation Attention Medical Prediction PDF
2020-10-29 Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille arXiv_CV arXiv_CV Segmentation 3D Adversarial Pose Medical CNN PDF
2020-10-28 Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning Aniket Maurya arXiv_CV arXiv_CV Represenation_Learning Deep_Learning Medical Prediction PDF
2020-10-28 MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis Jiancheng Yang, Rui Shi, Bingbing Ni arXiv_AI arXiv_AI Knowledge Pose Classification Medical PDF
2020-10-28 Medical Deep Learning -- A systematic Meta-Review Jan Egger, Christina Gsxaner, Antonio Pepe, Jianning Li arXiv_CV arXiv_CV Recognition Review Survey Deep_Learning Medical Autonomous PDF
2020-10-28 AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma, Yao Zhang, Song Gu, Yichi Zhang, Cheng Zhu, Qiyuan Wang, Xin Liu, Xingle An, Cheng Ge, Shucheng Cao, Qi Zhang, Shangqing Liu, Yunpeng Wang, Yuhui Li, Congcong Wang, Jian He, Xiaoping Yang arXiv_CV arXiv_CV Segmentation Weakly_Supervised Deep_Learning GAN Medical PDF
2020-10-28 MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images Ayaan Haque, Abdullah-Al-Zubaer Imran, Adam Wang, Demetri Terzopoulos arXiv_CV arXiv_CV Segmentation Salient Knowledge Pose Classification Medical PDF
2020-10-28 What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen arXiv_CL arXiv_CL Pose Deep_Learning Medical PDF
2020-10-27 On the diminishing return of labeling clinical reports Jean-Baptiste Lamare, Tobi Olatunji, Li Yao arXiv_CL arXiv_CL Pose Quantitative Classification Medical PDF
2020-10-27 Micro-CT Synthesis and Inner Ear Super Resolution via Bayesian Generative Adversarial Networks Hongwei Li, Rameshwara G. N. Prasad, Anjany Sekuboyina, Chen Niu, Siwei Bai, Werner Hemmert, Bjoern Menze arXiv_CV arXiv_CV Super_Resolution Adversarial Pose Quantitative GAN Medical Inference PDF
2020-10-27 Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray Jianjia Zhang arXiv_CV arXiv_CV Knowledge Pose Classification Deep_Learning Medical CNN PDF
2020-10-26 GAN Mask R-CNN:Instance semantic segmentation benefits from generativeadversarial networks Quang H. Le, Kamal Youcef-Toumi, Dzmitry Tsetserukou, Ali Jahanian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Detection Object_Detection GAN Medical Autonomous Matching PDF
2020-10-26 Demo Abstract: Indoor Positioning System in Visually-Degraded Environments with Millimetre-Wave Radar and Inertial Sensors Zhuangzhuang Dai, Muhamad Risqi U. Saputra, Chris Xiaoxuan Lu, Niki Trigoni, Andrew Markham arXiv_CV arXiv_CV Medical PDF
2020-10-26 An Approach to Evaluating Learning Algorithms for Decision Trees Tianqi Xiao, Omer Nguena Timo, Florent Avellaneda, Yasir Malik, Stefan Bruda arXiv_AI arXiv_AI Pose Classification Medical PDF
2020-10-26 Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko arXiv_CV arXiv_CV Segmentation Optimization Relation Medical PDF
2020-10-26 VoteNet++: Registration Refinement for Multi-Atlas Segmentation Zhipeng Ding, Marc Niethammer arXiv_CV arXiv_CV Segmentation 3D Pose Medical PDF
2020-10-26 What is the best data augmentation approach for brain tumor segmentation using 3D U-Net? Marco Domenico Cirillo, David Abramian, Anders Eklund arXiv_CV arXiv_CV Segmentation 3D Medical PDF
2020-10-26 Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging Hojjat Salehinejad, Edward Ho, Hui-Ming Lin, Priscila Crivellaro, Oleksandra Samorodova, Monica Tafur Arciniegas, Zamir Merali, Suradech Suthiphosuwan, Aditya Bharatha, Kristen Yeom, Muhammad Mamdani, Jefferson Wilson, Errol Colak arXiv_CV arXiv_CV RNN Pose Classification Detection Medical CNN PDF
2020-10-26 Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles Tirumalapudi Raviteja, Rajay Vedaraj .I.S arXiv_CV arXiv_CV Segmentation Tracking Pose Medical CNN Autonomous Inference PDF
2020-10-25 SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein arXiv_CV arXiv_CV Reconstruction Compressive_Sensing Medical CNN PDF
2020-10-25 Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples Jörg Sander, Bob D. de Vos, Ivana Išgum arXiv_CV arXiv_CV Unsupervised Super_Resolution 3D Pose Quantitative Medical PDF
2020-10-25 Context Aware 3D UNet for Brain Tumor Segmentation Parvez Ahmad, Saqib Qamar, Linlin Shen, Adnan Saeed arXiv_CV arXiv_CV Segmentation Enhancement 3D Pose Medical CNN PDF
2020-10-25 Fine-tuning ERNIE for chest abnormal imaging signs extraction Zhaoning Li, Jiangtao Ren arXiv_CL arXiv_CL Pose Action Relation Medical Matching PDF
2020-10-25 Towards Medical Knowmetrics: Representing and Computing Medical Knowledge using Semantic Predications as the Knowledge Unit and the Uncertainty as the Knowledge Context Xiaoying Li, Suyuan Peng, Jian Du arXiv_CL arXiv_CL Knowledge Pose Quantitative Medical PDF
2020-10-25 Smartphone-Based Test and Predictive Models for Rapid, Non-Invasive, and Point-of-Care Monitoring of Ocular and Cardiovascular Complications Related to Diabetes Kasyap Chakravadhanula arXiv_CV arXiv_CV Tracking Transfer_Learning 3D Classification Detection Medical Image_Classification Prediction PDF
2020-10-24 Disease Normalization with Graph Embeddings Dhruba Pujary, Camilo Thorne, Wilker Aziz arXiv_AI arXiv_AI Embedding Recognition Pose Deep_Learning Detection Medical PDF
2020-10-24 Word Embeddings for Chemical Patent Natural Language Processing Camilo Thorne, Saber Akhondi arXiv_CL arXiv_CL Embedding Medical PDF
2020-10-23 Predicting Infectiousness for Proactive Contact Tracing Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Muller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilanuik, David Buckeridge, Gáetan Marceau Caron, Pierre-Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams arXiv_AI arXiv_AI Pose Medical Activity Prediction Recommendation PDF
2020-10-23 Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl arXiv_CV arXiv_CV Transfer_Learning Pose Action Classification Attention Medical Matching PDF
2020-10-23 A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu arXiv_CV arXiv_CV Segmentation Pose Relation Attention GAN Medical CNN PDF
2020-10-23 Feature matching in Ultrasound images Hang Zhu, Zihao Wang arXiv_CV arXiv_CV Surveillance Recognition Deep_Learning Medical Matching PDF
2020-10-22 Improving Policy-Constrained Kidney Exchange via Pre-Screening Duncan C McElfresh, Michael Curry, Tuomas Sandholm, John P Dickerson arXiv_AI arXiv_AI Optimization Pose GAN Medical Matching PDF
2020-10-22 Text Mining to Identify and Extract Novel Disease Treatments From Unstructured Datasets Rahul Yedida, Saad Mohammad Abrar, Cleber Melo-Filho, Eugene Muratov, Rada Chirkova, Alexander Tropsha arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Classification Medical Language_Model PDF
2020-10-22 Scientific Claim Verification with VERT5ERINI Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin arXiv_CL arXiv_CL Pose Medical Prediction PDF
2020-10-22 Self-alignment Pre-training for Biomedical Entity Representations Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier arXiv_AI arXiv_AI Bert Knowledge Self-Supervised Pose Relation Medical Language_Model PDF
2020-10-22 Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction Yingheng Wang, Yaosen Min, Xin Chen, Ji Wu arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Contrastive_Learning Action Relation Medical Activity Prediction PDF
2020-10-22 An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai, Heike Adel arXiv_CL arXiv_CL Transformer Recognition Pose Medical PDF
2020-10-22 An Industry Evaluation of Embedding-based Entity Alignment Ziheng Zhang, Jiaoyan Chen, Xi Chen, Hualuo Liu, Yuejia Xiang, Bo Liu, Yefeng Zheng arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Medical PDF
2020-10-22 High resolution weakly supervised localization architectures for medical images Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich arXiv_CV arXiv_CV Segmentation Weakly_Supervised Pose Medical PDF
2020-10-22 GOTM: a Goal-Oriented Framework for Capturing Uncertainty of Medical Treatments Davoud Mougouei, David Powers arXiv_AI arXiv_AI Pose Medical PDF
2020-10-22 GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects Quan Liu, Isabella M. Gaeta, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo arXiv_CV arXiv_CV Segmentation Unsupervised Adversarial Pose Deep_Learning GAN Medical Matching PDF
2020-10-22 DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction Rodrigo Santa Cruz, Leo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado arXiv_CV arXiv_CV Reconstruction Segmentation 3D Pose Face Action Deep_Learning Medical PDF
2020-10-21 Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang arXiv_CL arXiv_CL OCR Pose Action Classification Relation Relation_Extraction Attention Medical Language_Model PDF
2020-10-21 Clustering-based Inference for Zero-Shot Biomedical Entity Linking Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum arXiv_CL arXiv_CL Zero-Shot Knowledge Action Relation Medical Inference Prediction PDF
2020-10-21 Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment An Nguyen, Wenyu Zhang, Leo Schwinn, Bjoern Eskofier arXiv_AI arXiv_AI Medical PDF
2020-10-21 What is Wrong with Continual Learning in Medical Image Segmentation? Camila Gonzalez, Georgios Sakas, Anirban Mukhopadhyay arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Attention Medical Inference PDF
2020-10-21 Deep learning based registration using spatial gradients and noisy segmentation labels Théo Estienne (1 and 2), Maria Vakalopoulou (1), Enzo Battistella (1 and 2), Alexandre Carré (2), Théophraste Henry (2), Marvin Lerousseau (1 and 2), Charlotte Robert (2), Nikos Paragios (3), Eric Deutsch (2) ((1) Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, Inria Saclay, (2) Université Paris-Saclay, Institut Gustave Roussy, Inserm, Radiothérapie Moléculaire et Innovation Thérapeutique, (3) Therapanacea) arXiv_CV arXiv_CV Segmentation Deep_Learning Medical PDF
2020-10-21 Probabilistic Numeric Convolutional Neural Networks Marc Finzi, Roberto Bondesan, Max Welling arXiv_CV arXiv_CV Pose Deep_Learning Medical CNN PDF
2020-10-21 Explaining black-box text classifiers for disease-treatment information extraction Milad Moradi, Matthias Samwald arXiv_AI arXiv_AI Action Relation Medical Prediction PDF
2020-10-21 Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang, Yilin Luo, Yair Rivenson, Aydogan Ozcan arXiv_CV arXiv_CV Reconstruction 3D Sparse RNN Deep_Learning GAN Medical CNN Inference PDF
2020-10-21 Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets Joseph N Stember, Hrithwik Shalu arXiv_AI arXiv_AI Tracking Reinforcement_Learning Pose Action Deep_Learning Detection Medical PDF
2020-10-21 A Graph Based and Patient Demographics Aware Dialogue System for Disease Diagnosis Xinyan Zhao, Liangwei Chen, Huanhuan Chen arXiv_AI arXiv_AI Embedding Knowledge Pose Relation Attention Medical CNN PDF
2020-10-20 Cross-Modal Information Maximization for Medical Imaging: CMIM Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di Jorio, Margaux Luck, Devon Hjelm, Yoshua Bengio arXiv_AI arXiv_AI Segmentation Pose Classification Medical Image_Classification Inference PDF
2020-10-20 AutoMeTS: The Autocomplete for Medical Text Simplification Hoang Van, David Kauchak, Gondy Leroy arXiv_CL arXiv_CL Bert Medical Language_Model Prediction PDF
2020-10-20 A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo andía, Cristian Tejos, Claudia Prieto, Daniel Capurro arXiv_AI arXiv_AI Face Survey Deep_Learning Medical PDF
2020-10-20 CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Hiroshi Noji, Pierre Zweigenbaum, Junichi Tsujii arXiv_CL arXiv_CL Transformer Bert Pose Medical PDF
2020-10-20 UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen Chen, Alex Wong arXiv_AI arXiv_AI Embedding Recognition Bert Knowledge Medical Inference PDF
2020-10-20 Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Hasib Zunair, A. Ben Hamza arXiv_CV arXiv_CV Unsupervised Adversarial Pose Action Classification Deep_Learning Detection Medical Image_Classification PDF
2020-10-20 Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura, Yuhao Zhang, Curtis P. Langlotz, Dan Jurafsky arXiv_CL arXiv_CL Image_Caption Reinforcement_Learning Pose Medical Inference PDF
2020-10-20 Convolutional-LSTM for Multi-Image to Single Output Medical Prediction Luis Leal, Marvin Castillo, Fernando Juarez, Erick Ramirez, Mildred Aspuac, Diana Letona arXiv_AI arXiv_AI 3D RNN Pose Classification Deep_Learning Medical CNN Prediction PDF
2020-10-20 ivadomed: A Medical Imaging Deep Learning Toolbox Charley Gros, Andreanne Lemay, Olivier Vincent, Lucas Rouhier, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad arXiv_CV arXiv_CV Segmentation Deep_Learning Detection Object_Detection GAN Medical Prediction PDF
2020-10-19 The Role of Robotics in Infectious Disease Crises Gregory Hager, Vijay Kumar, Robin Murphy, Daniela Rus, Russell Taylor arXiv_RO arXiv_RO Knowledge Pose Face Medical Recommendation PDF
2020-10-19 SmartTriage: A system for personalized patient data capture, documentation generation, and decision support Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook arXiv_CL arXiv_CL Transformer RNN Action Medical Prediction PDF
2020-10-19 Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk Riqiang Gao, Yucheng Tang, Kaiwen Xu, Michael N. Kammer, Sanja L. Antic, Steve Deppen, Kim L. Sandler, Pierre P. Massion, Yuankai Huo, Bennett A. Landman arXiv_CV arXiv_CV Pose Medical Prediction PDF
2020-10-19 GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Zhanwei Xu, Yukun Cao, Cheng Jin, Guozhu Shao, Xiaoqing Liu, Jie Zhou, Heshui Shi, Jianjiang Feng arXiv_CV arXiv_CV Segmentation Embedding Adversarial Pose Deep_Learning Medical PDF
2020-10-19 Double-Uncertainty Weighted Method for Semi-supervised Learning Yixin Wang, Yao Zhang, Jiang Tian, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He arXiv_CV arXiv_CV Segmentation Unsupervised Pose Quantitative Deep_Learning Medical Prediction PDF
2020-10-18 Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression Haleh Akrami, Anand A. Joshi, Sergul Aydore, Richard M. Leahy arXiv_AI arXiv_AI Reconstruction Optimization Deep_Learning Detection Medical Inference PDF
2020-10-18 Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation Medical CNN Prediction PDF
2020-10-17 Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs Manu Goyal, Judith Austin-Strohbehn, Sean J. Sun, Karen Rodriguez, Jessica M. Sin, Yvonne Y. Cheung, Saeed Hassanpour arXiv_CV arXiv_CV Salient Classification Deep_Learning Detection Medical PDF
2020-10-17 A generalized deep learning model for multi-disease Chest X-Ray diagnostics Nabit Bajwa, Kedar Bajwa, Atif Rana, M. Faique Shakeel, Kashif Haqqi, Suleiman Ali Khan arXiv_CV arXiv_CV Classification Deep_Learning Medical CNN Prediction PDF
2020-10-17 Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai arXiv_CL arXiv_CL Classification Detection Medical PDF
2020-10-17 CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images Linchen Qian, Jiasong Chen, Timur Urakov, Weiyong Gu, Liang Liang arXiv_AI arXiv_AI Segmentation Quantization Pose Medical Matching PDF
2020-10-16 Ensembling Low Precision Models for Binary Biomedical Image Segmentation Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert Sabuncu arXiv_CV arXiv_CV Segmentation Pose Medical PDF
2020-10-16 An efficient representation of chronological events in medical texts Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo Nevado-Holgado arXiv_CL arXiv_CL Pose Medical Prediction PDF
2020-10-16 A versatile anomaly detection method for medical images with a flow-based generative model in semi-supervision setting H. Shibata (1), S. Hanaoka (2), Y. Nomura (1), T. Nakao (1), I. Sato (2 and 4 and 5), D. Sato (3), N. Hayashi (1), O. Abe (2 and 3) ((1) Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo Hospital, (2) Department of Radiology, The University of Tokyo Hospital, (3) Division of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, (4) Department of Computer Science, Graduate School of Information Science and Technology, The University of Tokyo, (5) Center for Advanced Intelligence Project, RIKEN) arXiv_CV arXiv_CV Pose Deep_Learning Detection Medical PDF
2020-10-16 VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data Yinhao Li, Yutaro Iwamoto, Lanfen Lin, Rui Xu, Yen-Wei Chen arXiv_CV arXiv_CV Super_Resolution 3D Pose Deep_Learning Medical CNN PDF
2020-10-16 QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh arXiv_CL arXiv_CL Knowledge Knowledge_Graph Survey Action Medical Prediction QA PDF
2020-10-16 Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Review Knowledge_Graph Pose Relation Medical Prediction PDF
2020-10-16 Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation Ruohua Shi, Wenyao Wang, Zhixuan Li, Liuyuan He, Kaiwen Sheng, Lei Ma, Kai Du, Tingting Jiang, Tiejun Huang arXiv_CV arXiv_CV Segmentation Pose Medical PDF
2020-10-16 ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang arXiv_AI arXiv_AI Sparse Pose Classification Relation Medical PDF
2020-10-16 Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan arXiv_CV arXiv_CV Pose Action Classification Deep_Learning Medical Prediction PDF
2020-10-15 QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics L. Parisi, D. Neagu, R. Ma, F. Campean arXiv_CV arXiv_CV Pose Classification Detection Medical CNN Image_Classification PDF
2020-10-15 Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset Siyi Tang, Amirata Ghorbani, Rikiya Yamashita, Sameer Rehman, Jared A. Dunnmon, James Zou, Daniel L. Rubin arXiv_CV arXiv_CV Detection Medical PDF
2020-10-15 Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data George Michalopoulos, Helen Chen, Alexander Wong arXiv_CL arXiv_CL Review Pose Medical CNN PDF
2020-10-15 Double-Linear Thompson Sampling for Context-Attentive Bandits Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Yasaman Khazaeni, Irina Rish arXiv_AI arXiv_AI Pose Medical PDF
2020-10-15 MedDG: A Large-scale Medical Consultation Dataset for Building Medical Dialogue System Wenge Liu, Jianheng Tang, Jinghui Qin, Lin Xu, Zhen Li, Xiaodan Liang arXiv_AI arXiv_AI Pose Attention Medical Language_Model Prediction PDF
2020-10-15 CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F Frang, Masahiro Akiba, Jiang Liu arXiv_CV arXiv_CV Segmentation 3D Pose Deep_Learning Detection Attention GAN Medical CNN PDF
2020-10-14 Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki arXiv_CV arXiv_CV Image_Caption Segmentation GAN Medical PDF
2020-10-14 Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning Stefan Zwaard, Henk-Jan Boele, Hani Alers, Christos Strydis, Casey Lew-Williams, Zaid Al-Ars arXiv_CV arXiv_CV Pose Detection Object_Detection Medical PDF
2020-10-14 Domain Shift in Computer Vision models for MRI data analysis: An Overview Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev arXiv_CV arXiv_CV Pose Survey Medical PDF
2020-10-14 Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji, Shirui Pan, Pekka Marttinen arXiv_CL arXiv_CL Embedding Pose Action Medical CNN Prediction PDF
2020-10-14 Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach Görkem Algan, Ilkay Ulusoy, Şaban Gönül, Banu Turgut, Berker Bakbak arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical PDF
2020-10-13 Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz-Rode, Ulrich Steinseifer, Benjamin Berkels arXiv_CV arXiv_CV Segmentation Pose Medical Prediction PDF
2020-10-13 DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Embedding Regularization Knowledge Attention Medical CNN Prediction PDF
2020-10-13 Exploring Efficient Volumetric Medical Image Segmentation Using 2.5D Method: An Empirical Study Yichi Zhang, Qingcheng Liao, Jicong Zhang arXiv_CV arXiv_CV Segmentation 3D Knowledge Review Pose Deep_Learning Medical Inference PDF
2020-10-13 Universal Model for 3D Medical Image Analysis Xiaoman Zhang, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang arXiv_CV arXiv_CV Transfer_Learning 3D Adversarial Self-Supervised Pose Deep_Learning Medical PDF
2020-10-12 BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Medical Language_Model PDF
2020-10-12 MedICaT: A Dataset of Medical Images, Captions, and Textual References Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi arXiv_CV arXiv_CV Relation Medical Caption Matching PDF
2020-10-12 SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search Sean MacAvaney, Arman Cohan, Nazli Goharian arXiv_CL arXiv_CL Bert Zero-Shot Medical PDF
2020-10-12 Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang arXiv_CL arXiv_CL Bert Pose Medical Prediction PDF
2020-10-11 Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging Vishnu M. Bashyam, Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos arXiv_CV arXiv_CV Unsupervised Pose Classification Deep_Learning Medical Prediction PDF
2020-10-11 MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models Hari Sowrirajan, Jingbo Yang, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI Transfer_Learning Self-Supervised Action Classification Medical Image_Classification PDF
2020-10-11 Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task Danielle Saunders, Bill Byrne arXiv_CL arXiv_CL Medical Inference PDF
2020-10-11 Weakly Supervised Medication Regimen Extraction from Medical Conversations Dhruvesh Patel, Sandeep Konam, Sai P. Selvaraj arXiv_CL arXiv_CL Transformer Weakly_Supervised Pose Action Classification Attention Medical PDF
2020-10-11 MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education Cyril Zakka, Ghida Saheb, Elie Najem, Ghina Berjawi arXiv_CV arXiv_CV Unsupervised Adversarial Pose GAN Medical PDF
2020-10-10 Selective Information Passing for MR/CT Image Segmentation Qikui Zhu, Liang Li, Jiangnan Hao, Yunfei Zha, Yan Zhang, Yanxiang Cheng, Fei Liao, Pingxiang Li arXiv_CV arXiv_CV Segmentation 3D Self-Supervised Pose Medical PDF
2020-10-10 Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder John Pougue Biyong, Bo Wang, Terry Lyons, Alejo J Nevado-Holgado arXiv_CL arXiv_CL Transformer Embedding Bert Pose Action Attention Medical Language_Model Prediction PDF
2020-10-10 Deep Active Learning for Joint Classification & Segmentation with Weak Annotator Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Recognition Pose Classification Medical Prediction PDF
2020-10-09 Cluster Activation Mapping with Applications to Medical Imaging Sarah Ryan, Nichole Carlson, Harris Butler, Tasha Fingerlin, Lisa Maier, Fuyong Xing arXiv_CV arXiv_CV Unsupervised 3D Deep_Learning Medical PDF
2020-10-09 Towards Social HRI for Improving Children's Healthcare Experiences Mary Ellen Foster, Ronald P. A. Petrick arXiv_AI arXiv_AI Action Medical Autonomous PDF
2020-10-09 Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Host-Michael Groß arXiv_AI arXiv_AI Salient Pose Classification Deep_Learning GAN Medical Image_Classification PDF
2020-10-09 Addressing the Real-world Class Imbalance Problem in Dermatology Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu arXiv_CV arXiv_CV Recognition Pose Few-Shot Medical PDF
2020-10-08 Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features L. Chauvin, M. Ben Lazreg, J.B. Carluer, W. Wells, M. Toews arXiv_CV arXiv_CV 3D Pose Classification Medical PDF
2020-10-08 Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding Veronica Corona, Yehuda Dar, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Image_Compression Medical PDF
2020-10-08 Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He, Ziwei Zhu, Yin Zhang, Qin Chen, James Caverlee arXiv_CL arXiv_CL Recognition Bert Knowledge Pose Medical Inference Language_Model PDF
2020-10-07 Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy Mihir Rao, Michelle Zhu, Tianyang Wang arXiv_AI arXiv_AI Transfer_Learning Action Classification Deep_Learning Detection Medical CNN Image_Classification PDF
2020-10-07 pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis Alain Jungo, Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger arXiv_CV arXiv_CV Reconstruction Segmentation Deep_Learning Medical PDF
2020-10-07 Characterizing the Value of Information in Medical Notes Chao-Chun Hsu, Shantanu Karnwal, Sendhil Mullainathan, Ziad Obermeyer, Chenhao Tan arXiv_AI arXiv_AI Pose Medical Prediction PDF
2020-10-07 Understanding Clinical Trial Reports:Extracting Medical Entities and Their Relations Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain J. Marshall, Byron C. Wallace arXiv_CL arXiv_CL Pose Action Relation Relation_Extraction Medical PDF
2020-10-07 A Self-supervised Approach for Semantic Indexing in the Context of COVID-19 Pandemic Nima Ebadi, Peyman Najafirad arXiv_CL arXiv_CL Transformer Represenation_Learning Self-Supervised Pose Medical PDF
2020-10-07 Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications Yue Yang, Pengtao Xie arXiv_CV arXiv_CV Pose Deep_Learning Medical Prediction PDF
2020-10-07 Using Conditional Generative Adversarial Networks to Reduce the Effects of Latency in Robotic Telesurgery Neil Sachdeva, Misha Klopukh, Rachel St. Clair, William Hahn arXiv_AI arXiv_AI Adversarial Action Deep_Learning Relation GAN Medical PDF
2020-10-07 Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu, Mengzhang Li, Zhanxing Zhu arXiv_CV arXiv_CV Segmentation 3D Optimization Knowledge Pose GAN Medical PDF
2020-10-07 Synthesising clinically realistic Chest X-rays using Generative Adversarial Networks Bradley Segal, David M. Rubin, Grace Rubin, Adam Pantanowitz arXiv_CV arXiv_CV Adversarial Classification Deep_Learning GAN Medical PDF
2020-10-07 COMETA: A Corpus for Medical Entity Linking in the Social Media Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier arXiv_CL arXiv_CL Knowledge Knowledge_Graph Medical Inference PDF
2020-10-07 Learning Binary Semantic Embedding for Histology Image Classification and Retrieval Xiao Kang, Xingbo Liu, Xiushan Nie, Yilong Yin arXiv_AI arXiv_AI Embedding Optimization Pose Classification Relation Medical Image_Classification PDF
2020-10-07 M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue arXiv_CV arXiv_CV Pose Quantitative Classification Deep_Learning Medical PDF
2020-10-07 A Fast and Effective Method of Macula Automatic Detection for Retina Images Yukang Jiang, Jianying Pan, Yanhe Shen, Jin Zhu, Jiamin Huang, Huirui Xie, Xueqin Wang, Yan Luo arXiv_CV arXiv_CV Pose Detection Medical PDF
2020-10-06 Weakly-Supervised Feature Learning via Text and Image Matching Gongbo Liang, Connor Greenwell, Yu Zhang, Xiaoqin Wang, Ramakanth Kavuluru, Nathan Jacobs arXiv_CV arXiv_CV Transfer_Learning Pose Classification Medical Image_Classification Matching PDF
2020-10-06 Fact Extraction and VERification -- The FEVER case: An Overview Giannis Bekoulis, Christina Papagiannopoulou, Nikos Deligiannis arXiv_CL arXiv_CL Pose Action Detection Medical PDF
2020-10-06 RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray Saman Motamed, Patrik Rogalla, Farzad Khalvati arXiv_CV arXiv_CV Segmentation Transfer_Learning Adversarial Pose Action Classification Deep_Learning Detection GAN Medical CNN PDF
2020-10-06 Microscopic fine-grained instance classification through deep attention Mengran Fan, Tapabrata Chakrabort, Eric I-Chao Chang, Yan Xu, Jens Rittscher arXiv_CV arXiv_CV Pose Classification Deep_Learning Attention Medical Image_Classification PDF
2020-10-06 Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images Hristina Uzunova, Jan Ehrhardt, Heinz Handels arXiv_CV arXiv_CV 3D Sketch Adversarial Pose GAN Medical PDF
2020-10-06 Secure 3D medical Imaging Shadi Al-Zu'bi arXiv_CV arXiv_CV Segmentation 3D Pose Medical PDF
2020-10-06 Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian McAuley arXiv_CV arXiv_CV Embedding Unsupervised Pose Face Attention Text_Generation Medical PDF
2020-10-06 Pay Attention to the cough: Early Diagnosis of COVID-19 using Interpretable Symptoms Embeddings with Cough Sound Signal Processing Ankit Pal, Malaikannan Sankarasubbu arXiv_SD arXiv_SD Embedding Pose Action Attention Medical PDF
2020-10-06 Pathological Visual Question Answering Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie arXiv_CV arXiv_CV Knowledge Self-Supervised Pose VQA Medical QA PDF
2020-10-05 Early Detection of Myocardial Infarction in Low-Quality Echocardiography Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Detection Medical QA PDF
2020-10-05 An Ensemble Approach to Automatic Structuring of Radiology Reports Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris arXiv_CL arXiv_CL RNN Pose Action Medical Prediction PDF
2020-10-05 MedFilter: Extracting Task-relevant Utterances from Medical Dialogue through Integration of Discourse Structure and Ontological Knowledge Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman, Carolyn Rose arXiv_CL arXiv_CL Knowledge Pose Action Medical PDF
2020-10-05 Blockchain for Multi-Robot Collaboration to Combat COVID-19 and Future Pandemics S. H. Alsamhi, Brian Lee arXiv_RO arXiv_RO Pose Action Medical Autonomous PDF
2020-10-05 Probabilistic 3D surface reconstruction from sparse MRI information Katarína Tóthová, Sarah Parisot, Matthew Lee, Esther Puyol-Antón, Andrew King, Marc Pollefeys, Ender Konukoglu arXiv_AI arXiv_AI Reconstruction 3D Sparse Face Quantitative Deep_Learning Medical Prediction PDF
2020-10-05 Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting Bao Nguyen, Adam Feldman, Sarath Bethapudi, Andrew Jennings, Chris G. Willcocks arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Inpainting Adversarial Pose Detection Medical CNN PDF
2020-10-05 Offline Learning for Planning: A Summary Giorgio Angelotti, Nicolas Drougard, Caroline Ponzoni Carvalho Chanel arXiv_AI arXiv_AI Adversarial Pose Action GAN Medical Autonomous PDF
2020-10-05 Test-time Unsupervised Domain Adaptation Thomas Varsavsky, Mauricio Orbes-Arteaga, Carole H. Sudre, Mark S. Graham, Parashkev Nachev, M. Jorge Cardoso arXiv_CV arXiv_CV Unsupervised Pose Medical CNN PDF
2020-10-05 Image Translation for Medical Image Generation -- Ischemic Stroke Lesions Moritz Platscher, Jonathan Zopes, Christian Federau arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Deep_Learning Detection Medical PDF
2020-10-05 MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak Patel, Daniel McDuff arXiv_CV arXiv_CV Unsupervised Pose Few-Shot Attention Medical PDF
2020-10-04 KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel arXiv_CV arXiv_CV Segmentation 3D Pose Medical CNN PDF
2020-10-04 'Drunk Man' Saves Our Lives: Route Planning by a Biased Random Walk Mode Xinyi Hu, Quchen Miao, Zexuan Zhao arXiv_AI arXiv_AI Medical Drone PDF
2020-10-04 Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Knowledge Pose Medical CNN PDF
2020-10-04 SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization Yue Yu, Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Detection Relation Attention Summarization Medical Prediction PDF
2020-10-03 Assessing Automated Machine Learning service to detect COVID-19 from X-Ray and CT images: A Real-time Smartphone Application case study Razib Mustafiz, Khaled Mohsin arXiv_CV arXiv_CV Optimization Medical Inference PDF
2020-10-03 COVID-19 Classification of X-ray Images Using Deep Neural Networks Elisha Goldstein, Daphna Keidar, Daniel Yaron, Yair Shachar, Ayelet Blass, Leonid Charbinsky, Israel Aharony, Liza Lifshitz, Dimitri Lumelsky, Ziv Neeman, Matti Mizrachi, Majd Hajouj, Nethanel Eizenbach, Eyal Sela, Chedva S Weiss, Philip Levin, Ofer Benjaminov, Gil N Bachar, Shlomit Tamir, Yael Rapson, Dror Suhami, Amiel A Dror, Naama R Bogot, Ahuva Grubstein, Nogah Shabshin, Yishai M Elyada, Yonina C Eldar arXiv_CV arXiv_CV Segmentation Embedding Pose Classification Deep_Learning Medical PDF
2020-10-03 Deep Convolutional Neural Networks Model-based Brain Tumor Detection in Brain MRI Images Md. Abu Bakr Siddique, Shadman Sakib, Mohammad Mahmudur Rahman Khan, Abyaz Kader Tanzeem, Madiha Chowdhury, Nowrin Yasmin arXiv_CV arXiv_CV Pose Detection Medical CNN Autonomous PDF
2020-10-02 Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A Folarin, Angus Roberts, Rebecca Bendayan, Mark P Richardson, Robert Stewart, Anoop D Shah, Wai Keong Wong, Zina Ibrahim, James T Teo, Richard JB Dobson arXiv_AI arXiv_AI Self-Supervised Face Action Medical PDF
2020-10-02 Uncertainty driven probabilistic voxel selection for image registration Boris N. Oreshkin, Tal Arbel arXiv_CV arXiv_CV Optimization Medical PDF
2020-10-02 Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging Ilyas Sirazitdinov, Heinrich Schulz, Axel Saalbach, Steffen Renisch, Dmitry V. Dylov arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Detection Medical PDF
2020-10-02 Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz arXiv_CV arXiv_CV Image_Caption Unsupervised Zero-Shot Pose Contrastive_Learning Action Classification Medical Image_Classification PDF
2020-10-01 Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans Qingchao Zhang, Coy D. Heldermon, Corey Toler-Franklin arXiv_CV arXiv_CV Pose Detection Object_Detection Medical CNN PDF
2020-10-01 Mini-DDSM: Mammography-based Automatic Age Estimation Charitha Dissanayake Lekamlage, Fabia Afzal, Erik Westerberg, Abbas Cheddad arXiv_CV arXiv_CV Pose Deep_Learning Attention Medical PDF
2020-10-01 When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey Antonio-Jesús Banegas-Luna, Jorge Peña-García, Adrian Iftene, Fiorella Guadagni, Patrizia Ferroni, Noemi Scarpato, Fabio Massimo Zanzotto, Andrés Bueno-Crespo, Horacio Pérez-Sánchez arXiv_AI arXiv_AI Survey Medical PDF
2020-10-01 Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images Adrian Galdran, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed arXiv_CV arXiv_CV Regularization Pose Classification Relation Medical CNN PDF
2020-10-01 An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae, Qing Sun, Parminder Bhatia arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Medical Language_Model PDF
2020-10-01 Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi (1), Azar Ejmalian (2), Mohsen Ebrahimi Moghaddam (1), Ahmad Ali Abin (1), Alejandro F. Frangi (3), Mohammad Mohammadi (4 and 5), Hamidreza Saligheh Rad (6) ((1) Faculty of Computer Science and Engineering, Shahid Beheshti University, Tehran, Iran. (2) Anesthesiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran. (3) Centre for Computational Imaging and Simulation Technologies in Biomedicine (CISTIB), School of Computing, University of Leeds, Leeds, UK. (4) Department of Medical Physics, Royal Adelaide Hospital, Adelaide, South Australia, Australia. (5) School of Physical Sciences, The University of Adelaide, Adelaide, South Australia, Australia. (6) Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran.) arXiv_CV arXiv_CV Review Pose Medical PDF
2020-10-01 RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky, Honglei Zhuang, Ji Ma, Shuguang Han, Keith Hall, Ryan McDonald arXiv_CL arXiv_CL Bert Pose Medical PDF
2020-09-30 Stage-wise Conservative Linear Bandits Ahmadreza Moradipari, Christos Thrampoulidis, Mahnoosh Alizadeh arXiv_AI arXiv_AI Optimization Pose Action Medical PDF
2020-09-30 Extracting Concepts for Precision Oncology from the Biomedical Literature Nicholas Greenspan, Yuqi Si, Kirk Roberts arXiv_AI arXiv_AI Bert Pose Action Medical PDF
2020-09-30 Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text Shaoxiong Ji, Erik Cambria, Pekka Marttinen arXiv_CL arXiv_CL Pose Attention Medical CNN PDF
2020-09-30 A robustness measure for singular point and index estimation in discretized orientation and vector fields Karl B. Hoffmann, Ivo F. Sbalzarini arXiv_CV arXiv_CV Recognition Medical PDF
2020-09-30 Network memory in the movement of hospital patients carrying drug-resistant bacteria Ashleigh C. Myall, Robert L. Peach, Andrea Y. Weiße, Frances Davies, Siddharth Mookerjee, Alison Holmes, Mauricio Barahona arXiv_CV arXiv_CV Medical PDF
2020-09-30 Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala arXiv_AI arXiv_AI Segmentation Pose Detection Medical PDF
2020-09-29 Improving Low Compute Language Modeling with In-Domain Embedding Initialisation Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld arXiv_CL arXiv_CL Embedding Medical Language_Model PDF
2020-09-29 Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical PDF
2020-09-29 Deep Image Reconstruction using Unregistered Measurements without Groundtruth Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov arXiv_CV arXiv_CV Reconstruction Unsupervised Deep_Learning Medical PDF
2020-09-29 Adversarial Attacks Against Deep Learning Systems for ICD-9 Code Assignment Sharan Raja, Rudraksh Tuwani arXiv_CL arXiv_CL Adversarial Deep_Learning Medical PDF
2020-09-29 Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour arXiv_CV arXiv_CV Pose Classification Medical Image_Classification PDF
2020-09-28 Cross-Task Representation Learning for Anatomical Landmark Detection Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble arXiv_CV arXiv_CV Recognition Represenation_Learning Knowledge Pose Face Detection Face_Recognition Medical PDF
2020-09-28 Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net Chuanbo Wang, Ye Guo, Wei Chen, Zeyun Yu arXiv_CV arXiv_CV Segmentation Recognition 3D Pose Quantitative Deep_Learning Medical CNN PDF
2020-09-28 Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation Matthew James Vowels, Necati Cihan Camgoz, Richard Bowden arXiv_AI arXiv_AI Knowledge Medical Inference PDF
2020-09-28 The Development of Visualization Psychology Analysis Tools to Account for Trust Rita Borgo, Darren J Edwards arXiv_AI arXiv_AI Medical Drone Autonomous PDF
2020-09-28 Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori arXiv_CV arXiv_CV Segmentation Quantitative Deep_Learning Medical PDF
2020-09-28 Medical Image Segmentation Using Deep Learning: A Survey Tao Lei, Risheng Wang, Yong Wan, Xiaogang Du, Hongying Meng, Asoke K. Nandi arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning Weakly_Supervised Survey Deep_Learning Medical PDF
2020-09-28 What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin, Eileen Pan, Nassim Oufattole, Wei-Hung Weng, Hanyi Fang, Peter Szolovits arXiv_AI arXiv_AI Attention Medical QA PDF
2020-09-28 Visual Exploration and Knowledge Discovery from Biomedical Dark Data Shashwat Aggarwal, Ramesh Singh arXiv_CL arXiv_CL Recognition Knowledge Relation GAN Medical PDF
2020-09-27 Unsupervised Pre-training for Biomedical Question Answering Vaishnavi Kommaraju, Karthick Gunasekaran, Kun Li, Trapit Bansal, Andrew McCallum, Ivana Williams, Ana-Maria Istrate arXiv_CL arXiv_CL Unsupervised Bert Represenation_Learning Pose Medical QA PDF
2020-09-27 A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time Georgios Takos arXiv_CV arXiv_CV Segmentation Survey Action Deep_Learning Medical Autonomous Inference PDF
2020-09-27 ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation Bryar Shareef, Alex Vakanski, Min Xian, Phoebe E. Freer arXiv_CV arXiv_CV Segmentation Pose Quantitative Classification Deep_Learning Detection Medical PDF
2020-09-27 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Haoliang Li (1), YuFei Wang (1), Renjie Wan (1), Shiqi Wang (2), Tie-Qiang Li (3), Alex C. Kot (1) arXiv_CV arXiv_CV Regularization Pose Classification Medical PDF
2020-09-27 Hierarchical Deep Multi-modal Network for Medical Visual Question Answering Deepak Gupta, Swati Suman, Asif Ekbal arXiv_CV arXiv_CV Pose Quantitative VQA Medical Prediction QA PDF
2020-09-26 Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis Amitojdeep Singh, J. Jothi Balaji, Varadharajan Jayakumar, Mohammed Abdul Rasheed, Rajiv Raman, Vasudevan Lakshminarayanan arXiv_CV arXiv_CV Survey Quantitative Deep_Learning Medical PDF
2020-09-26 DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution Hongfeng You, Long Yu, Shengwei Tian, Xiang Ma, Yan Xing, Xiaojie Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Medical PDF
2020-09-25 Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning Vikash Gupta1, Holger Roth, Varun Buch3, Marcio A.B.C. Rockenbach, Richard D White, Dong Yang, Olga Laur, Brian Ghoshhajra, Ittai Dayan, Daguang Xu, Mona G. Flores, Barbaros Selnur Erdal arXiv_CV arXiv_CV Segmentation Transfer_Learning OCR Sparse Deep_Learning Medical PDF
2020-09-25 Locally orderless tensor networks for classifying two- and three-dimensional medical images Raghavendra Selvan, Silas Ørting, Erik B Dam arXiv_CV arXiv_CV 3D Pose Classification Relation Medical Image_Classification PDF
2020-09-25 Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen, Tung T. Le, Thang V. Nguyen, Nhan T. Nguyen arXiv_CV arXiv_CV Segmentation Pose Classification Medical CNN PDF
2020-09-25 Going to Extremes: Weakly Supervised Medical Image Segmentation Holger R Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu arXiv_CV arXiv_CV Segmentation Weakly_Supervised Knowledge Action Deep_Learning Attention GAN Medical CNN Prediction PDF
2020-09-24 Characterization of Covid-19 Dataset using Complex Networks and Image Processing Josimar Chire, Esteban Wilfredo Vilca Zuniga arXiv_CV arXiv_CV Action Medical PDF
2020-09-24 The COUGHVID crowdsourcing dataset: A corpus for the study of large-scale cough analysis algorithms Lara Orlandic, Tomas Teijeiro, David Atienza arXiv_SD arXiv_SD Classification Detection Medical PDF
2020-09-24 Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation Laura Mora Ballestar, Veronica Vilaplana arXiv_CV arXiv_CV Segmentation 3D Pose Medical CNN PDF
2020-09-24 Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping Ahmed Nebli, Islem Rekik arXiv_CV arXiv_CV Knowledge Adversarial Pose Classification Relation GAN Medical Prediction PDF
2020-09-24 BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang arXiv_AI arXiv_AI Unsupervised Knowledge Pose Action Relation Attention GAN Medical Prediction PDF
2020-09-23 Label-Efficient Multi-Task Segmentation using Contrastive Learning Junichiro Iwasawa, Yuichiro Hirano, Yohei Sugawara arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Contrastive_Learning Medical PDF
2020-09-23 Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging Hanwool Park, Amirhossein Bayat, Mohammad Sabokrou, Jan S. Kirschke, Bjoern H. Menze arXiv_CV arXiv_CV Segmentation Adversarial Pose Classification Deep_Learning Detection Object_Detection Medical PDF
2020-09-23 Learning Non-Unique Segmentation with Reward-Penalty Dice Loss Jiabo He, Sarah Erfani, Sudanthi Wijewickrema, Stephen O'Leary, Kotagiri Ramamohanarao arXiv_CV arXiv_CV Image_Caption Segmentation Semantic_Segmentation Optimization Pose Medical CNN PDF
2020-09-22 Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation Joy Hsu, Sonia Phene, Akinori Mitani, Jieying Luo, Naama Hammel, Jonathan Krause, Rory Sayres arXiv_CV arXiv_CV Deep_Learning Attention Medical Prediction PDF
2020-09-22 Efficient DWT-based fusion techniques using genetic algorithm for optimal parameter estimation S. Kavitha, K. K. Thyagharajan arXiv_AI arXiv_AI Pose Medical PDF
2020-09-22 Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang arXiv_CV arXiv_CV Pose Quantitative Relation GAN Medical CNN PDF
2020-09-22 CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Salient Pose Attention Medical CNN PDF
2020-09-22 Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning Alejandro R. Martinez arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Classification Deep_Learning Medical CNN PDF
2020-09-22 Learning Image Labels On-the-fly for Training Robust Classification Models Xiaosong Wang, Ziyue Xu, Dong Yang, Leo Tam, Holger Roth, Daguang Xu arXiv_AI arXiv_AI Classification Deep_Learning Attention Medical PDF
2020-09-21 Federated Learning for Computational Pathology on Gigapixel Whole Slide Images Ming Y. Lu, Dehan Kong, Jana Lipkova, Richard J. Chen, Rajendra Singh, Drew F. K. Williamsona, Tiffany Y. Chena, Faisal Mahmood arXiv_CV arXiv_CV Weakly_Supervised Deep_Learning Attention Medical Prediction PDF
2020-09-21 'When they say weed causes depression, but it's your fav antidepressant': Knowledge-aware Attention Framework for Relationship Extraction Shweta Yadav, Usha Lokala, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Francois Lamy, Amit Sheth arXiv_CL arXiv_CL Bert Knowledge Ontology Action Deep_Learning Relation Attention Medical PDF
2020-09-21 Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam arXiv_AI arXiv_AI Segmentation Deep_Learning Detection Medical PDF
2020-09-21 DeepDyve: Dynamic Verification for Deep Neural Networks Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu arXiv_AI arXiv_AI Adversarial Pose Medical Autonomous PDF
2020-09-21 Assessing the Severity of Health States based on Social Media Posts Shweta Yadav, Joy Prakash Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya arXiv_CL arXiv_CL Pose Emotion Relation Sentiment Medical PDF
2020-09-21 Reconstruct high-resolution multi-focal plane images from a single 2D wide field image Jiabo Ma, Sibo Liu, Shenghua Cheng, Xiuli Liu, Li Cheng, Shaoqun Zeng arXiv_CV arXiv_CV Super_Resolution 3D Adversarial Pose Medical PDF
2020-09-21 Semi-supervised Semantic Segmentation of Organs at Risk on 3D Pelvic CT Images Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay, Baozhou Sun, Weixiong Zhang arXiv_AI arXiv_AI Segmentation Semantic_Segmentation 3D Adversarial Pose Face Deep_Learning Contour GAN Medical CNN PDF
2020-09-20 Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework Shweta Yadav, Srivatsa Ramesh, Sriparna Saha, Asif Ekbal arXiv_CL arXiv_CL Embedding Knowledge Adversarial Pose Action Deep_Learning Relation Relation_Extraction Medical Prediction PDF
2020-09-20 Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs Kung-Hsiang Huang, Mu Yang, Nanyun Peng arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Attention Medical Language_Model PDF
2020-09-19 Bias Field Poses a Threat to DNN-based X-Ray Recognition Binyu Tian, Qing Guo, Felix Juefei-Xu, Wen Le Chan, Yupeng Cheng, Xiaohong Li, Xiaofei Xie, Shengchao Qin arXiv_CV arXiv_CV Recognition Adversarial Pose Medical PDF
2020-09-19 BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim arXiv_CL arXiv_CL Transformer Recognition Bert Self-Supervised Pose Medical Language_Model PDF
2020-09-18 Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI Knowledge Pose Summarization Medical PDF
2020-09-17 PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology Ling Luo, Shankai Yan, Po-Ting Lai, Daniel Veltri, Andrew Oler, Sandhya Xirasagar, Rajarshi Ghosh, Morgan Similuk, Peter N. Robinson, Zhiyong Lu arXiv_CL arXiv_CL Recognition Pose Ontology Deep_Learning Medical Prediction Matching PDF
2020-09-17 Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth Konstantin Klemmer, Godwin Yeboah, João Porto de Albuquerque, Stephen A Jarvis arXiv_CV arXiv_CV Knowledge Pose Medical PDF
2020-09-17 Focused Clinical Query Understanding and Retrieval of Medical Snippets powered through a Healthcare Knowledge Graph Maulik R. Kamdar, Michael Carroll, Will Dowling, Linda Wogulis, Cailey Fitzgerald, Matt Corkum, Danielle Walsh, David Conrad, Craig E. Stanley, Jr., Steve Ross, Dru Henke, Mevan Samarasinghe arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face Medical PDF
2020-09-17 Suction-based Soft Robotic Gripping of Rough and Irregular Parts Sukho Song, Dirk-Michael Drotlef, Donghoon Son, Anastasia Koivikko, Metin Sitti arXiv_RO arXiv_RO 3D Pose Face Medical PDF
2020-09-16 Evaluating Self-Supervised Pretraining Without Using Labels Colorado Reed, Sean Metzger, Aravind Srinivas, Trevor Darrell, Kurt Keutzer arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Self-Supervised Relation Medical Prediction PDF
2020-09-16 Deep Learning in Photoacoustic Tomography: Current approaches and future directions Andreas Hauptmann, Ben Cox arXiv_CV arXiv_CV Reconstruction 3D Sparse Review Deep_Learning Attention Medical PDF
2020-09-16 UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo arXiv_CV arXiv_CV NAS Segmentation 3D Pose Medical PDF
2020-09-16 Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images Lequan Yu, Zhicheng Zhang, Xiaomeng Li, Lei Xing arXiv_CV arXiv_CV Pose Medical PDF
2020-09-15 Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang, Quande Liu, Qi Dou arXiv_CV arXiv_CV Embedding Pose Classification Medical Prediction PDF
2020-09-14 An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita arXiv_AI arXiv_AI Pose Medical Prediction PDF
2020-09-14 Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature Javier Juan-Albarracín arXiv_AI arXiv_AI Unsupervised Medical PDF
2020-09-14 Machine learning predicts early onset of fever from continuous physiological data of critically ill patients Aditya Singh, Akram Mohammed, Lokesh Chinthala, Rishikesan Kamaleswaran arXiv_AI arXiv_AI Salient Deep_Learning Medical PDF
2020-09-14 A Machine Learning Approach to Detect Suicidal Ideation in US Veterans Based on Acoustic and Linguistic Features of Speech Vaibhav Sourirajan, Anas Belouali, Mary Ann Dutton, Matthew Reinhard, Jyotishman Pathak arXiv_SD arXiv_SD Speech Deep_Learning Detection Medical CNN PDF
2020-09-13 Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis Jannis Born, Nina Wiedemann, Gabriel Brändle, Charlotte Buhre, Bastian Rieck, Karsten Borgwardt arXiv_CV arXiv_CV Pose Deep_Learning Medical CNN PDF
2020-09-13 Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation Apurva Pandya, Catherine Samuel, Nisargkumar Patel, Vaibhavkumar Patel, Thangarajah Akilan arXiv_CV arXiv_CV Segmentation Embedding Enhancement Deep_Learning Detection Medical PDF
2020-09-13 Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA Karina Kanjaria, Anup Pillai, Chaitanya Shivade, Marina Bendersky, Ashutosh Jadhav, Vandana Mukherjee, Tanveer Syeda-Mahmood arXiv_AI arXiv_AI Survey Medical PDF
2020-09-13 Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang arXiv_CV arXiv_CV Reconstruction Segmentation Enhancement 3D Pose Quantitative Attention Medical PDF
2020-09-13 Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen, Khanh N.Q. Le, Thanh T. Nguyen arXiv_AI arXiv_AI Recognition Knowledge Pose Deep_Learning Attention Medical PDF
2020-09-12 Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar, Shoaib Azmat, Talha Iqbal, Christer Grönlund, Hazrat Ali arXiv_CV arXiv_CV Segmentation Adversarial Pose GAN Medical PDF
2020-09-11 Multimodal Depression Severity Prediction from medical bio-markers using Machine Learning Tools and Technologies Shivani Shimpi, Shyam Thombre, Snehal Reddy, Ritik Sharma, Srijan Singh arXiv_AI arXiv_AI Optimization Pose Classification Attention Medical Prediction PDF
2020-09-11 Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison arXiv_AI arXiv_AI Knowledge Classification Medical Prediction PDF
2020-09-11 Dual Encoder Fusion U-Net for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang, Aozhi Liu, Jing Xiao, Paul Taylor arXiv_CV arXiv_CV Segmentation Pose Action Deep_Learning Attention Medical CNN PDF
2020-09-11 AFP-SRC: Identification of Antifreeze Proteins Using Sparse Representation Classifier Shujaat Khan, Muhammad Usman arXiv_CV arXiv_CV Reconstruction Sparse Pose Classification Relation Medical Prediction PDF
2020-09-10 Learning Shape Features and Abstractions in 3D Convolutional Neural Networks for Detecting Alzheimer's Disease Md Motiur Rahman Sagar, Martin Dyrba arXiv_CV arXiv_CV Transfer_Learning Recognition 3D Action Classification Medical CNN Image_Classification PDF
2020-09-10 Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Julian Alberto Palladino, Diego Fernandez Slezak, Enzo Ferrante arXiv_CV arXiv_CV Segmentation Unsupervised Adversarial GAN Medical CNN PDF
2020-09-10 MedMeshCNN -- Enabling MeshCNN for Medical Surface Models Lisa Schneider, Annika Niemann, Oliver Beuing, Bernhard Preim, Sylvia Saalfeld arXiv_CV arXiv_CV Segmentation 3D Pose Face Classification Deep_Learning Attention Medical PDF
2020-09-10 Multimodal Noisy Segmentation based fragmented burn scars identification in Amazon Rainforest Satyam Mohla, Sidharth Mohla, Anupam Guha, Biplab Banerjee arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Detection Medical CNN PDF
2020-09-10 Assignment Flow for Order-Constrained OCT Segmentation D. Sitenko, B. Boll, C. Schnörr arXiv_CV arXiv_CV Segmentation 3D Pose Classification Detection Medical PDF
2020-09-09 Applying a random projection algorithm to optimize machine learning model for breast lesion classification Morteza Heidari (1), Sivaramakrishnan Lakshmivarahan (2), Seyedehnafiseh Mirniaharikandehei (1), Gopichandh Danala (1), Sai Kiran R. Maryada (2), Hong Liu (1), Bin Zheng (1), ((1) School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, USA, (2) School of Computer Sciences, University of Oklahoma, Norman, OK, USA) arXiv_CV arXiv_CV Classification Medical PDF
2020-09-09 Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Regularization Pose Deep_Learning Medical Prediction PDF
2020-09-09 Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification Lei Liu, Wentao Lei, Yongfang Luo, Cheng Feng, Xiang Wan, Li Liu arXiv_CV arXiv_CV Knowledge Pose Action Classification Relation Attention Medical PDF
2020-09-09 Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition Junghyun Koo, Jie Hwan Lee, Jaewoo Pyo, Yujin Jo, Kyogu Lee arXiv_CL arXiv_CL Recognition Speech Classification Deep_Learning Medical CNN PDF
2020-09-09 Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification Gongbo Liang, Yu Zhang, Xiaoqin Wang, Nathan Jacobs arXiv_CV arXiv_CV Pose Classification Medical Image_Classification Prediction PDF
2020-09-08 Machine Intelligence for Outcome Predictions of Trauma Patients During Emergency Department Care Joshua D. Cardosi, Herman Shen, Jonathan I. Groner, Megan Armstrong, Henry Xiang arXiv_AI arXiv_AI Transfer_Learning Relation Medical Prediction PDF
2020-09-08 Understanding and Exploiting Dependent Variables with Deep Metric Learning Niall O' Mahony, Sean Campbell, Anderson Carvalho, Lenka Krpalkova, Gustavo Velasco-Hernandez, Daniel Riordan, Joseph Walsh arXiv_AI arXiv_AI Embedding Recognition Salient Pose Classification Relation Medical Autonomous Inference PDF
2020-09-08 SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations Sebastian Mežnar, Nada Lavrač, Blaž Škrlj arXiv_AI arXiv_AI Embedding Unsupervised Knowledge Pose Classification Detection Medical Prediction PDF
2020-09-08 A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models Yuanhao Gong arXiv_CV arXiv_CV Reconstruction Unsupervised Pose Denoising Medical CNN PDF
2020-09-07 Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Bogna Ziarkiewicz-Wroblewska, Krzysztof Zieniewicz, Andrzej Nowicki arXiv_CV arXiv_CV Reconstruction Optimization Adversarial Pose Classification Deep_Learning Medical CNN PDF
2020-09-07 Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking Luis C. García-Peraza-Herrera, Wenqi Li, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin arXiv_AI arXiv_AI Segmentation Tracking Pose Deep_Learning Medical CNN Optical_Flow PDF
2020-09-06 Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan arXiv_CV arXiv_CV Segmentation Unsupervised 3D Represenation_Learning Medical PDF
2020-09-06 Approaches, Challenges, and Applications for Deep Visual Odometry: Toward to Complicated and Emerging Areas Ke Wang, Sai Ma, Junlan Chen, Fan Ren arXiv_AI arXiv_AI Pose_Estimation Review Pose Action Deep_Learning Medical Optical_Flow Matching PDF
2020-09-05 Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P. Harrison, Dakai Jin, You-Bao Tang, Yu-Xing Tang, Lingyun Huang, Jing Xiao, Le Lu arXiv_CV arXiv_CV Knowledge Pose Deep_Learning Detection Object_Detection Medical PDF
2020-09-05 User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation Ashwin Raju, Zhanghexuan Ji, Chi Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHung Liao, Adam P. Harrison arXiv_AI arXiv_AI Segmentation 3D Adversarial Pose Action Medical Prediction PDF
2020-09-04 Phenotypical Ontology Driven Framework for Multi-Task Learning Mohamed Ghalwash, Zijun Yao, Prithwish Chakraborty, James Codella, Daby Sow arXiv_AI arXiv_AI Knowledge Pose Ontology Deep_Learning Relation Medical Prediction PDF
2020-09-03 Multi-Perspective Semantic Information Retrieval Samarth Rawal, Chitta Baral arXiv_CL arXiv_CL Bert Deep_Learning Medical QA PDF
2020-09-03 Federated Learning for Breast Density Classification: A Real-World Implementation Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, Bernardo C. Bizzo, Yuhong Wen, Varun Buch, Meesam Shah, Felipe Kitamura, Matheus Mendonça, Vitor Lavor, Ahmed Harouni, Colin Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, Selnur Erdal, Richard White, Behrooz Hashemian, Thomas Schultz, Miao Zhang, Adam McCarthy, B. Min Yun, Elshaimaa Sharaf, Katharina V. Hoebel, Jay B. Patel, Bryan Chen, Sean Ko, Evan Leibovitz, Etta D. Pisano, Laura Coombs, Daguang Xu, Keith J. Dreyer, Ittai Dayan, Ram C. Naidu, Mona Flores, Daniel Rubin, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV Classification Deep_Learning Medical PDF
2020-09-03 Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis Richard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood arXiv_CV arXiv_CV Salient Pose Action Deep_Learning Attention Medical Prediction PDF
2020-09-03 Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi, Reza A.Zoroofi, Sareh Saffi, Alireza Ramezani arXiv_CV arXiv_CV Reconstruction 3D Adversarial GAN Medical Prediction PDF
2020-09-03 Biomedical named entity recognition using BERT in the machine reading comprehension framework Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang arXiv_CL arXiv_CL Recognition Bert Knowledge Medical PDF
2020-09-03 A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li, Hanyin Wang, Yuan Luo arXiv_CV arXiv_CV Embedding Bert Represenation_Learning RNN Classification VQA Attention Medical Language_Model PDF
2020-09-02 Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images Sagar Kora Venu arXiv_AI arXiv_AI Adversarial GAN Medical CNN PDF
2020-09-02 DARWIN: A Highly Flexible Platform for Imaging Research in Radiology Lufan Chang, Wenjing Zhuang, Richeng Wu, Sai Feng, Hao Liu, Jing Yu, Jia Ding, Ziteng Wang, Jiaqi Zhang arXiv_CV arXiv_CV Segmentation Unsupervised Face Classification Deep_Learning Detection Medical PDF
2020-09-02 Efficient, high-performance pancreatic segmentation using multi-scale feature extraction Moritz Knolle (1 and 2), Georgios Kaissis (1 and 2 and 3 and 4), Friederike Jungmann (1), Sebastian Ziegelmayer (1), Daniel Sasse (1), Marcus Makowski (1), Daniel Rueckert (2 and 4), Rickmer Braren (1) ((1) Department of diagnostic and interventional Radiology, Technical University of Munich, Munich, Germany, (2) Institute for Artificial Intelligence and Data Science in Medicine and Healthcare, Technical University of Munich, Munich, Germany, (3) OpenMined Research, (4) Department of Computing, Imperial College London, London, United Kingdom) arXiv_CV arXiv_CV Segmentation Action Medical PDF
2020-09-01 Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images Seyedehnafiseh Mirniaharikandehei (1), Morteza Heidari (1), Gopichandh Danala (1), Sivaramakrishnan Lakshmivarahan (2), Bin Zheng (1) ((1) School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, USA, (2) School of Computer Sciences, University of Oklahoma, Norman, OK, USA) arXiv_CV arXiv_CV Pose Face Detection Medical Prediction PDF
2020-09-01 Fed-Sim: Federated Simulation for Medical Imaging Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F Frangi, Sanja Fidler arXiv_CV arXiv_CV Segmentation 3D Knowledge Deep_Learning Medical PDF
2020-09-01 Quality-aware semi-supervised learning for CMR segmentation Bram Ruijsink, Esther Puyol-Anton, Ye Li, Wenja Bai, Eric Kerfoot, Reza Razavi, Andrew P. King arXiv_CV arXiv_CV Segmentation Knowledge Pose Deep_Learning Medical CNN PDF
2020-09-01 Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi, Nader Karimi, Roshanak Roshandel, Shahram Shirani, Shadrokh Samavi arXiv_CV arXiv_CV Unsupervised Transfer_Learning Knowledge Pose Classification Medical PDF
2020-09-01 On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai arXiv_CV arXiv_CV Segmentation Pose Relation Medical PDF
2020-08-31 Evaluating Knowledge Transfer In Neural Network for Medical Images Sina Akbarian, Laleh Seyyed-Kalantari, Farzad Khalvati, Elham Dolatabadi arXiv_CV arXiv_CV Transfer_Learning Regularization Knowledge Pose Deep_Learning Medical CNN PDF
2020-08-31 Introducing Representations of Facial Affect in Automated Multimodal Deception Detection Leena Mathur, Maja J Matarić arXiv_CV arXiv_CV Recognition Emotion Detection Medical PDF
2020-08-30 Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression Jinzheng Cai, Ke Yan, Chi-Tung Cheng, Jing Xiao, Chien-Hung Liao, Le Lu, Adam P. Harrison arXiv_CV arXiv_CV 3D Pose Face Quantitative Detection Medical PDF
2020-08-29 An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images Odyssee Merveille, Thomas Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert arXiv_CV arXiv_CV Segmentation Pose Action Quantitative Deep_Learning Medical PDF
2020-08-29 Introduction to Medical Image Registration with DeepReg, Between Old and New N. Montana Brown, Y. Fu, S. U. Saeed, A. Casamitjana, Z. M. C. Baum, R. Delaunay, Q. Yang, A. Grimwood, Z. Min, E. Bonmati, T. Vercauteren, M. J. Clarkson, Y. Hu arXiv_CV arXiv_CV Deep_Learning Medical PDF
2020-08-29 Patch-based Brain Age Estimation from MR Images Kyriaki-Margarita Bintsi, Vasileios Baltatzis, Arinbjörn Kolbeinsson, Alexander Hammers, Daniel Rueckert arXiv_CV arXiv_CV 3D Knowledge Pose Deep_Learning Detection Medical CNN Prediction PDF
2020-08-29 VR-Caps: A Virtual Environment for Capsule Endoscopy Kagan Incetan, Ibrahim Omer Celik, Abdulhamid Obeid, Guliz Irem Gokceler, Kutsev Bengisu Ozyoruk, Yasin Almalioglu, Richard J. Chen, Faisal Mahmood, Hunter Gilbert, Nicholas J. Durr, Mehmet Turan arXiv_CV arXiv_CV Reconstruction Segmentation 3D Pose Action Classification Detection GAN Medical PDF
2020-08-29 Development and Testing of a Novel Automated Insect Capture Module for Sample Collection and Transfer Keran Ye, Gustavo J. Correa, Tom Guda, Hanzhe Teng, Anandasankar Ray, Konstantinos Karydis arXiv_RO arXiv_RO Surveillance Pose Face Medical Autonomous PDF
2020-08-28 CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran arXiv_CV arXiv_CV Reconstruction Pose Action Medical CNN PDF
2020-08-28 Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Contour Medical CNN PDF
2020-08-27 Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19 Connor T. Heaton, Prasenjit Mitra arXiv_CL arXiv_CL Bert Pose GAN Medical PDF
2020-08-27 Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information Lei Li, Veronika A. Zimmer, Wangbin Ding, Fuping Wu, Liqin Huang, Julia A. Schnabel, Xiahai Zhuang arXiv_CV arXiv_CV Segmentation Unsupervised Style_Transfer Regularization Pose Deep_Learning Medical PDF
2020-08-27 Teaching a Machine to Diagnose a Heart Disease; Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome Simon Jaxy arXiv_AI arXiv_AI RNN Pose Detection Medical PDF
2020-08-27 Query Focused Multi-document Summarisation of Biomedical Texts Diego Molla, Christopher Jones, Vincent Nguyen arXiv_CL arXiv_CL Embedding Reinforcement_Learning Bert RNN Classification Medical PDF
2020-08-27 Unsupervised MRI Super-Resolution using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors Yutaro Iwamoto, Kyohei Takeda, Yinhao Li, Akihiko Shiino, Yen-Wei Chen arXiv_CV arXiv_CV Unsupervised Super_Resolution Knowledge Pose Deep_Learning Medical CNN PDF
2020-08-26 Disentangled Representations for Domain-generalized Cardiac Segmentation Xiao Liu, Spyridon Thermos, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV Segmentation Pose Medical PDF
2020-08-26 Synthetic Sample Selection via Reinforcement Learning Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer Antani, Zhiyun Xue, Keith Cheng, Xiaolei Huang arXiv_CV arXiv_CV Transformer Recognition Reinforcement_Learning Optimization Pose Classification Deep_Learning Medical Image_Classification PDF
2020-08-25 Generating Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace, Sayantan Saha, Frank Soboczenski, Iain J. Marshall arXiv_CL arXiv_CL Review Pose Summarization Medical PDF
2020-08-25 Accelerating Federated Learning in Heterogeneous Data and Computational Environments Dimitris Stripelis, Jose Luis Ambite arXiv_AI arXiv_AI Medical PDF
2020-08-25 DefSLAM: Tracking and Mapping of Deforming Scenes from Monocular Sequences Jose Lamarca, Shaifali Parashar, Adrien Bartoli, J.M.M. Montiel arXiv_CV arXiv_CV Tracking 3D Pose SLAM Medical PDF
2020-08-25 Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris Metaxas, Shanhui Sun arXiv_CV arXiv_CV Pose Medical PDF
2020-08-25 TabSim: A Siamese Neural Network for Accurate Estimation of Table Similarity Maryam Habibi, Johannes Starlinger, Ulf Leser arXiv_CL arXiv_CL Embedding Classification Medical Caption Matching PDF
2020-08-25 Conceptualized Representation Learning for Chinese Biomedical Text Mining Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao, Nengwei Hua arXiv_CL arXiv_CL Bert Represenation_Learning Pose Medical Language_Model PDF
2020-08-24 Precision Health Data: Requirements, Challenges and Existing Techniques for Data Security and Privacy Chandra Thapa, Seyit Camtepe arXiv_AI arXiv_AI Action Medical PDF
2020-08-24 Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Medical PDF
2020-08-24 Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He, Jun Huang arXiv_AI arXiv_AI Bert Represenation_Learning Knowledge Pose Medical Language_Model PDF
2020-08-23 Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years Roohallah Alizadehsani, Mohamad Roshanzamir, Sadiq Hussain, Abbas Khosravi, Afsaneh Koohestani, Mohammad Hossein Zangooei, Moloud Abdar, Adham Beykikhoshk, Afshin Shoeibi, Assef Zare, Maryam Panahiazar, Saeid Nahavandi, Dipti Srinivasan, Amir F. Atiya, U. Rajendra Acharya arXiv_AI arXiv_AI Knowledge Review Pose Deep_Learning Medical PDF
2020-08-22 Emergent symbolic language based deep medical image classification Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht, Peter Tu arXiv_CV arXiv_CV Classification Deep_Learning Medical Image_Classification PDF
2020-08-22 Applications of BERT Based Sequence Tagging Models on Chinese Medical Text Attributes Extraction Gang Zhao, Teng Zhang, Chenxiao Wang, Ping Lv, Ji Wu arXiv_CL arXiv_CL Bert RNN Action Attention Medical PDF
2020-08-21 Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans Muhammad Aleem, Rahul Raj, Arshad Khan arXiv_CV arXiv_CV Classification Medical CNN Inference Prediction PDF
2020-08-21 Method to Classify Skin Lesions using Dermoscopic images Hemanth Nadipineni arXiv_CV arXiv_CV Segmentation Classification Deep_Learning Medical CNN PDF
2020-08-21 Adapting Event Extractors to Medical Data: Bridging the Covariate Shift Aakanksha Naik, Jill Lehman, Carolyn Rose arXiv_CL arXiv_CL Bert Adversarial Action Medical Language_Model PDF
2020-08-20 Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes Jinhe Shi, Xiangyu Gao, Chenyu Ha, Yage Wang, Guodong Gao, Yi Chen arXiv_AI arXiv_AI Pose Relation Medical Prediction PDF
2020-08-20 Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior Max-Heinrich Laves, Malte Tölle, Tobias Ortmaier arXiv_CV arXiv_CV Reconstruction Gradient_Descent Deep_Learning Denoising Attention Medical CNN PDF
2020-08-20 Lite Training Strategies for Portuguese-English and English-Portuguese Translation Alexandre Lopes, Rodrigo Nogueira, Roberto Lotufo, Helio Pedrini arXiv_CL arXiv_CL Pose NMT Deep_Learning Medical Language_Model PDF
2020-08-20 iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry Wanyi Fu, Shobhit Sharma, Ehsan Abadi, Alexandros-Stavros Iliopoulos, Qi Wang, Joseph Y. Lo, Xiaobai Sun, William P. Segars, Ehsan Samei arXiv_CV arXiv_CV Segmentation Optimization GAN Medical PDF
2020-08-20 Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts Aparna Elangovan, Melissa Davis, Karin Verspoor arXiv_CL arXiv_CL Bert Weakly_Supervised Knowledge Review Action Deep_Learning Relation Medical PDF
2020-08-19 Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis Jianbo Jiao, Ana I.L. Namburete, Aris T. Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV 3D Knowledge Adversarial Self-Supervised Pose Quantitative Attention Medical PDF
2020-08-19 'Name that manufacturer'. Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole arXiv_CV arXiv_CV Segmentation Recognition Classification Deep_Learning Medical CNN PDF
2020-08-18 Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Guy Leroy, Daniel Rueckert, Amir Alansary arXiv_CV arXiv_CV Reinforcement_Learning 3D Pose Detection Medical PDF
2020-08-18 COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research Karin Verspoor, Simon Šuster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno Yepes, David Martinez arXiv_CL arXiv_CL GAN Medical PDF
2020-08-18 Trust and Medical AI: The challenges we face and the expertise needed to overcome them Thomas P. Quinn, Manisha Senadeera, Stephan Jacobs, Simon Coghlan, Vuong Le arXiv_AI arXiv_AI Pose Face Medical PDF
2020-08-18 Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Pulkit Khandelwal, Paul Yushkevich arXiv_CV arXiv_CV Segmentation Deep_Learning Few-Shot Medical PDF
2020-08-17 Inverse Distance Aggregation for Federated Learning with Non-IID Data Yousef Yeganeh, Azade Farshad, Nassir Navab, Shadi Albarqouni arXiv_CV arXiv_CV Pose Medical PDF
2020-08-17 Siloed Federated Learning for Multi-Centric Histopathology Datasets Mathieu Andreux, Jean Ogier du Terrail, Constance Beguier, Eric W. Tramel arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Medical PDF
2020-08-17 HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser arXiv_CL arXiv_CL Recognition Pose Action Medical PDF
2020-08-17 Comparison of Syntactic Parsers on Biomedical Texts Maria Biryukov arXiv_CL arXiv_CL Action Medical PDF
2020-08-17 Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets Rui Huang, Yuanjie Zheng, Zhiqiang Hu, Shaoting Zhang, Hongsheng Li arXiv_CV arXiv_CV Segmentation Pose GAN Medical Inference PDF
2020-08-16 Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI Chun Kit Wong, Stephanie Marchesseau, Maria Kalimeri, Tiang Siew Yap, Serena S. H. Teo, Lingaraj Krishna, Alfredo Franco-Obregón, Stacey K. H. Tay, Chin Meng Khoo, Philip T. H. Lee, Melvin K. S. Leow, John J. Totman, Mary C. Stephenson arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose GAN Medical Inference PDF
2020-08-16 RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation Marc Gantenbein, Ertunc Erdil, Ender Konukoglu arXiv_CV arXiv_CV Segmentation Pose Medical PDF
2020-08-14 Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T.Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV Represenation_Learning Speech Self-Supervised Pose Contrastive_Learning Deep_Learning Detection Relation Medical Prediction PDF
2020-08-14 Quantification of BERT Diagnosis Generalizability Across Medical Specialties Using Semantic Dataset Distance Mihir P. Khambete, William Su, Juan Garcia, Joseph Lehar, Martin Kang, Marcus A. Badgeley arXiv_CL arXiv_CL Bert Pose Quantitative Deep_Learning Sentiment GAN Medical PDF
2020-08-14 Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, Balaji Srinivasan arXiv_AI arXiv_AI Segmentation Pose Classification Deep_Learning Medical Image_Classification Inference Prediction PDF
2020-08-14 Survey of XAI in digital pathology Milda Pocevičiūtė, Gabriel Eilertsen, Claes Lundström arXiv_CV arXiv_CV Review Survey Deep_Learning Medical Prediction PDF
2020-08-14 Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos arXiv_CV arXiv_CV Knowledge Pose Face Classification Deep_Learning Medical CNN PDF
2020-08-13 Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface Vitalis Vosylius, Andy Wang, Cemlyn Waters, Alexey Zakharov, Francis Ward, Loic Le Folgoc, John Cupitt, Antonios Makropoulos, Andreas Schuh, Daniel Rueckert, Amir Alansary arXiv_CV arXiv_CV Pose Face Deep_Learning Medical Prediction PDF
2020-08-13 MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis arXiv_CV arXiv_CV Pose Deep_Learning Detection Relation GAN Medical CNN Prediction PDF
2020-08-13 Integrating uncertainty in deep neural networks for MRI based stroke analysis Lisa Herzog, Elvis Murina, Oliver Dürr, Susanne Wegener, Beate Sick arXiv_CV arXiv_CV Pose Classification Deep_Learning Detection Medical CNN Prediction PDF
2020-08-13 CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim, Dong Hwan Kim, Seong Ho Park, Jieun Kim, June-Goo Lee, Jong Chul Ye arXiv_CV arXiv_CV Unsupervised 3D Regularization Pose Quantitative Deep_Learning Medical PDF
2020-08-13 ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener arXiv_CV arXiv_CV Segmentation Classification Medical PDF
2020-08-12 Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Abhinav Sagar arXiv_CV arXiv_CV Segmentation Classification Deep_Learning Medical CNN Image_Classification Inference Prediction PDF
2020-08-12 Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal Zeeshan Ahmad, Naimul Khan arXiv_CV arXiv_CV Pose Action Classification Deep_Learning Medical CNN PDF
2020-08-12 Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation Shashank Manjunath, Aitzaz Nathaniel, Jeff Druce, Stan German arXiv_CV arXiv_CV Embedding Sparse Adversarial Pose Classification GAN Medical Prediction PDF
2020-08-12 Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images Zeyu Gao, Pargorn Puttapirat, Jiangbo Shi, Chen Li arXiv_CV arXiv_CV Segmentation Pose Classification Detection Medical PDF
2020-08-12 Effects of Voice-Based Synthetic Assistant on Performance of Emergency Care Provider in Training Praveen Damacharla, Parashar Dhakal, Sebastian Stumbo, Ahmad Y. Javaid, Subhashini Ganapathy, David A. Malek, Douglas C. Hodge, Vijay Devabhaktuni arXiv_AI arXiv_AI Pose Medical PDF
2020-08-11 Learned Proximal Networks for Quantitative Susceptibility Mapping Kuo-Wei Lai, Manisha Aggarwal, Peter van Zijl, Xu Li, Jeremias Sulam arXiv_CV arXiv_CV Reconstruction Gradient_Descent Restoration Regularization Pose Quantitative Deep_Learning Medical CNN PDF
2020-08-11 HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification R.M. Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot arXiv_CV arXiv_CV Pose Classification Detection Medical Prediction PDF
2020-08-11 Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj arXiv_CV arXiv_CV Pose Action Detection Medical QA PDF
2020-08-11 Acoustic effects of medical, cloth, and transparent face masks on speech signals Ryan M. Corey, Uriah Jones, Andrew C. Singer arXiv_SD arXiv_SD Speech Face Medical PDF
2020-08-10 GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesis Hoo-Chang Shin, Alvin Ihsani, Swetha Mandava, Sharath Turuvekere Sreenivas, Christopher Forster, Jiook Cha, Alzheimer's Disease Neuroimaging Initiative arXiv_CV arXiv_CV Transformer Bert Adversarial Pose GAN Medical Prediction PDF
2020-08-10 Deep learning for photoacoustic imaging: a survey Changchun Yang, Hengrong Lan, Feng Gao, Fei Gao arXiv_CV arXiv_CV Reconstruction Review Survey Deep_Learning GAN Medical PDF
2020-08-10 Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework Samah Khawaled, Moti Freiman arXiv_CV arXiv_CV Unsupervised Pose Medical Inference PDF
2020-08-09 Switching Loss for Generalized Nucleus Detection in Histopathology Deepak Anand, Gaurav Patel, Yaman Dang, Amit Sethi arXiv_CV arXiv_CV Segmentation Pose Classification Deep_Learning Detection Object_Detection Medical PDF
2020-08-09 A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng arXiv_CV arXiv_CV Review Deep_Learning Detection Medical PDF
2020-08-09 Appearance-free Tripartite Matching for Multiple Object Tracking Lijun Wang, Yanting Zhu, Jue Shi, Xiaodan Fan arXiv_CV arXiv_CV Surveillance Tracking Object_Tracking Pose Medical Matching PDF
2020-08-07 COVID-19 in differential diagnosis of online symptom assessments Anitha Kannan, Richard Chen, Vignesh Venkataraman, Geoffrey J. Tso, Xavier Amatriain arXiv_AI arXiv_AI Knowledge Deep_Learning Medical PDF
2020-08-07 Knowledge Base Completion for Constructing Problem-Oriented Medical Records James Mullenbach, Jordan Swartz, T. Greg McKelvey, Hui Dai, David Sontag arXiv_CL arXiv_CL Embedding Knowledge GAN Medical PDF
2020-08-07 Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition Yixiong Zou, Shanghang Zhang, José M. F. Moura, JianPeng Yu, Yonghong Tian arXiv_CV arXiv_CV Recognition Knowledge Pose Few-Shot Medical Prediction PDF
2020-08-07 The Ensemble Method for Thorax Diseases Classification Bayu A. Nugroho arXiv_CV arXiv_CV Optimization Pose Classification Medical Image_Classification PDF
2020-08-07 Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images Sohini Roychowdhury arXiv_CV arXiv_CV Segmentation 3D Pose Detection Few-Shot Medical PDF
2020-08-06 A Multilingual Neural Machine Translation Model for Biomedical Data Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé arXiv_CL arXiv_CL Medical PDF
2020-08-06 Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging Nishanth Arun, Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen, Katharina Hoebel, Sharut Gupta, Jay Patel, Mishka Gidwani, Julius Adebayo, Matthew D. Li, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV Segmentation Salient Deep_Learning Detection Medical PDF
2020-08-06 A logic-based decision support system for the diagnosis of headache disorders according to the ICHD-3 international classification Roberta Costabile, Gelsomina Catalano, Bernardo Cuteri, Maria Concetta Morelli, Nicola Leone, Marco Manna arXiv_AI arXiv_AI Pose Classification Medical PDF
2020-08-06 Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images Joseph Stember, Hrithwik Shalu arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Deep_Learning Detection Medical CNN Prediction PDF
2020-08-06 MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models Thanh Nguyen-Duc, He Zhao, Jianfei Cai, Dinh Phung arXiv_CV arXiv_CV Knowledge Pose Classification Medical Image_Classification Prediction PDF
2020-08-06 Decomposition of Longitudinal Deformations via Beltrami Descriptors Ho Law, Lok Ming Lui, Chun Yin Siu arXiv_CV arXiv_CV Sparse Pose Medical PDF
2020-08-05 Measuring Pain in Sickle Cell Disease using Clinical Text Amanuel Alambo, Ryan Andrew, Sid Gollarahalli, Jacqueline Vaughn, Tanvi Banerjee, Krishnaprasad Thirunarayan, Daniel Abrams, Nirmish Shah arXiv_CL arXiv_CL Pose Classification GAN Medical PDF
2020-08-05 Trove: Ontology-driven weak supervision for medical entity classification Jason A. Fries, Ethan Steinberg, Saelig Khattar, Scott L. Fleming, Jose Posada, Alison Callahan, Nigam H. Shah arXiv_CL arXiv_CL Bert Weakly_Supervised Ontology Classification Medical Language_Model PDF
2020-08-05 Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich arXiv_CV arXiv_CV Reconstruction 3D Adversarial Pose GAN Medical Inference Prediction PDF
2020-08-05 Multimodality Biomedical Image Registration using Free Point Transformer Networks Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt arXiv_CV arXiv_CV Transformer Unsupervised Sparse Medical PDF
2020-08-04 From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning Mario D'Acunto, Massimo Martinelli, Davide Moroni arXiv_CV arXiv_CV Classification Deep_Learning Detection Attention Medical CNN PDF
2020-08-04 Deep Learning Based Early Diagnostics of Parkinsons Disease Elcin Huseyn arXiv_CV arXiv_CV Recognition Pose Classification Deep_Learning Medical PDF
2020-08-04 Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs Clara H. McCreery, Namit Katariya, Anitha Kannan, Manish Chablani, Xavier Amatriain arXiv_CL arXiv_CL Transfer_Learning Knowledge GAN Medical Matching PDF
2020-08-04 Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning Mara Graziani, Sebastian Otalora, Henning Muller, Vincent Andrearczyk arXiv_CV arXiv_CV Knowledge Adversarial Deep_Learning Medical PDF
2020-08-04 Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets Sandesh Ghimire, Satyananda Kashyap, Joy T. Wu, Alexandros Karargyris, Mehdi Moradi arXiv_CV arXiv_CV Adversarial Pose Classification Deep_Learning Medical PDF
2020-08-04 Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Hongwei Li, Timo Loehr, Anjany Sekuboyina, Jianguo Zhang, Benedikt Wiestler, Bjoern Menze arXiv_CV arXiv_CV Segmentation Unsupervised 3D Optimization Adversarial Pose Deep_Learning Medical PDF
2020-08-03 Weakly Supervised Multi-Organ Multi-Disease Classification of Body CT Scans Fakrul Islam Tushar, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Wanyi Fu, Ehsan Samei, Geoffrey D. Rubin, Joseph Y. Lo arXiv_CV arXiv_CV Segmentation 3D Weakly_Supervised Action Classification GAN Medical CNN PDF
2020-08-03 A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam arXiv_AI arXiv_AI Review Survey Classification Medical Prediction PDF
2020-08-03 Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra, Surbhi Mittal, Puspita Majumdar, Saheb Chhabra, Kartik Thakral, Mayank Vatsa, Richa Singh, Santanu Chaudhury, Ashwin Pudrod, Anjali Agrawal arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Medical PDF
2020-08-03 Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li arXiv_CV arXiv_CV Segmentation Enhancement Weakly_Supervised Pose Deep_Learning Few-Shot Medical Activity PDF
2020-08-03 2018 Robotic Scene Segmentation Challenge Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Felix Fuentes, Evangello Flouty, Ahmed Mohammed, Marius Pedersen, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Myeonghyeon Kim, Chanho Kim, Chaewon Kim, Hyejin Kim, Gyeongmin Lee, Ihsan Ullah, Miguel Luna, Sang Hyun Park, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel arXiv_CV arXiv_CV Segmentation GAN Medical PDF
2020-08-02 A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers arXiv_CV arXiv_CV Sparse Review Survey Deep_Learning Medical PDF
2020-08-02 Looking in the Right place for Anomalies: Explainable AI through Automatic Location Learning Satyananda Kashyap, Alexandros Karargyris, Joy Wu, Yaniv Gur, Arjun Sharma, Ken C. L. Wong, Mehdi Moradi, Tanveer Syeda-Mahmood arXiv_AI arXiv_AI Recognition RNN Pose Deep_Learning Attention Medical Inference PDF
2020-08-01 An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery Pavan Rajkumar Magesh, Richard Delwin Myloth, Rijo Jackson Tom arXiv_CV arXiv_CV Transfer_Learning Pose Detection Medical Prediction PDF
2020-07-31 Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports Abhishek K Dubey, Alina Peluso, Jacob Hinkle, Devanshu Agarawal, Zilong Tan arXiv_AI arXiv_AI Bert Action Deep_Learning