Medical
Medical
2022-06-27
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System
Haoran Su, Yaofeng D. Zhong, Joseph Y.J. Chow, Biswadip Dey, Li Jin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Medical
PDF
2022-06-27
Distributional Gaussian Processes Layers for Out-of-Distribution Detection
Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Pose
Detection
Medical
CNN
Prediction
PDF
2022-06-27
Consistency-preserving Visual Question Answering in Medical Imaging
Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman
arXiv_CV
arXiv_CV
Pose
Relation
VQA
Medical
QA
PDF
2022-06-27
Diffusion Deformable Model for 4D Temporal Medical Image Generation
Boah Kim, Jong Chul Ye
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Denoising
Medical
PDF
2022-06-27
Context-Aware Transformers For Spinal Cancer Detection and Radiological Grading
Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman
arXiv_CV
arXiv_CV
Transformer
Pose
Detection
Medical
Prediction
PDF
2022-06-27
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-06-27
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
arXiv_CV
arXiv_CV
Pose
Classification
Medical
PDF
2022-06-27
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration
Xiao Fan, Shuxin Zhuang, Zhemin Zhuang, Shunmin Qiu, Alex Noel Joseph Raj, Yibiao Rong
arXiv_CV
arXiv_CV
Unsupervised
Pose
Relation
Medical
PDF
2022-06-27
Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework
Jayakanth Kunhoth, Somaya Al-Maadeed, Suchithra Kunhoth, Younus Akbari
arXiv_CV
arXiv_CV
Handwriting
Review
Pose
Survey
Medical
PDF
2022-06-26
Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering
Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Knowledge
Pose
Medical
QA
PDF
2022-06-26
Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features
Unaiza Sajid, Dr. Rizwan Ahmed Khan, Dr. Shahid Munir Shah, Dr. Sheeraz Arif
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Medical
CNN
Prediction
PDF
2022-06-25
Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays
Ke Yu, Shantanu Ghosh, Zhexiong Liu, Christopher Deible, Kayhan Batmanghelich
arXiv_CV
arXiv_CV
Pose
Quantitative
Classification
Detection
Attention
Medical
PDF
2022-06-25
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization
Yiqing Shen, Yulin Luo, Dinggang Shen, Jing Ke
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-25
Machine Learning-based Biological Ageing Estimation Technologies: A Survey
Zhaonian Zhang, Richard Jiang, Danny Crookes, Paul Chazot
arXiv_AI
arXiv_AI
Review
Face
Survey
Medical
Prediction
PDF
2022-06-25
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
arXiv_CV
arXiv_CV
3D
Pose
Medical
CNN
PDF
2022-06-24
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI
Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
Attention
Medical
Prediction
PDF
2022-06-24
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis
Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang
arXiv_SD
arXiv_SD
Recognition
Review
Speech
Speech_Recognition
Medical
PDF
2022-06-24
Deep embedded clustering algorithm for clustering PACS repositories
Teo Manojlović, Matija Milanič, Ivan Štajduhar
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Action
Medical
CNN
PDF
2022-06-24
Classifying Unstructured Clinical Notes via Automatic Weak Supervision
Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Pose
Classification
Medical
Language_Model
PDF
2022-06-24
Bilateral Network with Channel Splitting Network and Transformer for Thermal Image Super-Resolution
Bo Yan, Leilei Cao, Fengliang Qi, Hongbin Wang
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Pose
Attention
Medical
PDF
2022-06-23
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need
An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
Prediction
PDF
2022-06-23
Evidence fusion with contextual discounting for multi-modality medical image segmentation
Ling Huang, Thierry Denoeux, Pierre Vera, Su Ruan
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Quantitative
Medical
PDF
2022-06-23
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content
Chia-Hsuan Chang, Lei Wang, Christopher C. Yang
arXiv_CL
arXiv_CL
Embedding
Recognition
Pose
Medical
PDF
2022-06-23
Utilizing Expert Features for Contrastive Learning of Time-Series Representations
Manuel Nonnenmacher, Lukas Oldenburg, Ingo Steinwart, David Reeb
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Contrastive_Learning
Medical
PDF
2022-06-23
A novel adversarial learning strategy for medical image classification
Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Xiaowei Wang, Hua Li
arXiv_CV
arXiv_CV
Optimization
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
CNN
Image_Classification
PDF
2022-06-23
A Novel Algorithm for Exact Concave Hull Extraction
Kevin Christopher VanHorn, Murat Can Çobanoğlu
arXiv_CV
arXiv_CV
Action
Detection
Object_Detection
Image_Compression
Medical
Autonomous
PDF
2022-06-22
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Medical
PDF
2022-06-22
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer
Lalithkumar Seenivasan, Mobarakol Islam, Adithya Krishna, Hongliang Ren
arXiv_AI
arXiv_AI
Transformer
Recognition
Bert
Action
Classification
VQA
Medical
QA
PDF
2022-06-22
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection
Ishaan Bhat, Josien P.W. Pluim, Max A. Viergerver, Hugo J. Kuijf
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
Prediction
PDF
2022-06-22
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization
Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara
arXiv_AI
arXiv_AI
Unsupervised
Quantization
Pose
Relation
Medical
PDF
2022-06-21
Making the case for audience design in conversational AI: Rapport expectations and language ideologies in a task-oriented chatbot
Doris Dippold
arXiv_AI
arXiv_AI
Survey
Action
Medical
QA
PDF
2022-06-21
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency
Jie Yang, Ruimao Zhang, Chaoqun Wang, Zhen Li, Xiang Wan, Lingyan Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Pose
Relation
Attention
GAN
Medical
Prediction
PDF
2022-06-21
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah, Marco Rolandi, Marcella Gomez, Narges Norouzi
arXiv_AI
arXiv_AI
Embedding
Tracking
Self-Supervised
Pose
Classification
Medical
PDF
2022-06-21
Neural Transformers for Intraductal Papillary Mucosal Neoplasms Classification in MRI images
Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
arXiv_AI
arXiv_AI
Transformer
Surveillance
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-21
Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images
Marin Benčević, Marija Habijan, Irena Galić, Danilo Babin
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Deep_Learning
Medical
Prediction
PDF
2022-06-21
Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation
Dong Liang, Jun Liu, Kuanquan Wang, Gongning Luo, Wei Wang, Shuo Li
arXiv_CV
arXiv_CV
Segmentation
Pose
Attention
Medical
CNN
PDF
2022-06-21
Deep Active Latent Surfaces for Medical Geometries
Patrick M. Jensen, Udaranga Wickramasinghe, Anders B. Dahl, Pascal Fua, Vedrana A. Dahl
arXiv_CV
arXiv_CV
3D
Regularization
Face
Medical
Inference
PDF
2022-06-21
covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning
Jinu Joseph, Mahesh Raveendranatha Panicker, Yale Tung Chen, Kesavadas Chandrasekharan, Vimal Chacko Mondy, Anoop Ayyappan, Jineesh Valakkada, Kiran Vishnu Narayan
arXiv_CV
arXiv_CV
Segmentation
Tracking
Pose
Classification
Summarization
Medical
Prediction
PDF
2022-06-21
Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms
Xuxin Chen, Ke Zhang, Neman Abdoli, Patrik W. Gilley, Ximin Wang, Hong Liu, Bin Zheng, Yuchen Qiu
arXiv_CV
arXiv_CV
Transformer
Pose
Classification
Relation
Medical
CNN
PDF
2022-06-20
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Pose
Classification
Medical
PDF
2022-06-20
Achieving Dexterous Bidirectional Interaction in Uncertain Conditions for Medical Robotics
Carlo Tiseo, Quentin Rouxel, Martin Asenov, Keyhan Kouhkiloui Babarahmati, Subramanian Ramamoorthy, Zhibin Li, Michael Mistry
arXiv_RO
arXiv_RO
3D
Action
Medical
PDF
2022-06-20
COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection
Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
arXiv_SD
arXiv_SD
Speech
Classification
Detection
Medical
PDF
2022-06-20
Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology
Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy
arXiv_CV
arXiv_CV
Pose
Medical
Prediction
PDF
2022-06-20
Deep reinforced active learning for multi-class image classification
Emma Slade, Kim M. Branson
arXiv_CV
arXiv_CV
Reinforcement_Learning
Classification
Medical
CNN
Image_Classification
Prediction
PDF
2022-06-20
Autoencoder-based Attribute Noise Handling Method for Medical Data
Thomas Ranvier (LIRIS, DM2L), Haytham Elgazel (LIRIS, DM2L), Emmanuel Coquery (LIRIS), Khalid Benabdeslem (LIRIS, DM2L)
arXiv_AI
arXiv_AI
Pose
Medical
Inference
PDF
2022-06-20
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts
Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Attention
Medical
QA
PDF
2022-06-19
A Self-Guided Framework for Radiology Report Generation
Jun Li, Shibo Li, Ying Hu, Huiren Tao
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Knowledge
Pose
Deep_Learning
Medical
Caption
PDF
2022-06-19
mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection
Lalith Sharan, Halvar Kelm, Gabriele Romano, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
arXiv_AI
arXiv_AI
Tracking
Object_Tracking
Pose
Detection
Object_Detection
GAN
Medical
PDF
2022-06-18
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation
Jianfeng Wang, Thomas Lukasiewicz
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-06-18
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation
Ke Zhang, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Medical
Matching
PDF
2022-06-18
Attention-based Dynamic Subspace Learners for Medical Image Analysis
Sukesh Adiga V, Jose Dolz, Herve Lombaert
arXiv_CV
arXiv_CV
Segmentation
Embedding
Weakly_Supervised
Image_Retrieval
Pose
Classification
Attention
Medical
Recommendation
PDF
2022-06-17
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging
Riqiang Gao, Thomas Li, Yucheng Tang, Zhoubing Xu, Michael Kammer, Sanja L. Antic, Kim Sandler, Fabien Moldonado, Thomas A. Lasko, Bennett Landman
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
Prediction
PDF
2022-06-17
Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis
Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh
arXiv_CV
arXiv_CV
Action
Classification
Deep_Learning
Attention
Medical
PDF
2022-06-17
The Importance of Background Information for Out of Distribution Generalization
Jupinder Parmar, Khaled Saab, Brian Pogatchnik, Daniel Rubin, Christopher Ré
arXiv_CV
arXiv_CV
Segmentation
Classification
Medical
Image_Classification
PDF
2022-06-17
Medical Dialogue Response Generation with Pivotal Information Recalling
Yu Zhao, Yunxin Li, Yuxiang Wu, Baotian Hu, Qingcai Chen, Xiaolong Wang, Yuxin Ding, Min Zhang
arXiv_AI
arXiv_AI
Knowledge
Pose
Relation
Attention
Medical
Language_Model
PDF
2022-06-17
Rectify ViT Shortcut Learning by Visual Saliency
Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu
arXiv_CV
arXiv_CV
Transformer
Salient
Knowledge
Pose
Deep_Learning
Attention
Medical
PDF
2022-06-16
Real-time motion amplification on mobile devices
Henning U. Voss
arXiv_CV
arXiv_CV
Enhancement
Medical
PDF
2022-06-16
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé, Alicia Curth, Ioana Bica, Mihaela van der Schaar
arXiv_AI
arXiv_AI
Knowledge
Medical
Prediction
PDF
2022-06-16
Real-World Single Image Super-Resolution Under Rainy Condition
Mohammad Shahab Uddin
arXiv_CV
arXiv_CV
Surveillance
Super_Resolution
Pose
Medical
PDF
2022-06-16
Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network
Abhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-16
Alternative models: Critical examination of disability definitions in the development of artificial intelligence technologies
Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser
arXiv_AI
arXiv_AI
Relation
Medical
PDF
2022-06-16
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo
arXiv_CV
arXiv_CV
Segmentation
3D
Deep_Learning
GAN
Medical
PDF
2022-06-16
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels
Xiaoqing Guo, Yixuan Yuan
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Relation
Medical
Prediction
PDF
2022-06-16
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger
arXiv_AI
arXiv_AI
Pose
Classification
Medical
PDF
2022-06-15
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Classification
GAN
Medical
Prediction
PDF
2022-06-15
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images
Yiqing Shen, Bingxin Zhou, Xinye Xiong, Ruitian Gao, Yu Guang Wang
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Deep_Learning
Relation
Medical
CNN
Prediction
PDF
2022-06-15
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
Amirreza Mahbod, Rahim Entezari, Isabella Ellinger, Olga Saukh
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Attention
Medical
Inference
PDF
2022-06-15
Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia
Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé
arXiv_CV
arXiv_CV
3D
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-15
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
arXiv_CV
arXiv_CV
Transformer
Pose
Action
Deep_Learning
Attention
Medical
PDF
2022-06-14
Automated image analysis in large-scale cellular electron microscopy: A literature survey
Anusha Aswatha, Ahmad Alsahaf, Ben N. G. Giepmans, George Azzopardi
arXiv_AI
arXiv_AI
Segmentation
Review
Survey
Deep_Learning
Medical
PDF
2022-06-14
Federated Multi-organ Segmentation with Partially Labeled Data
Xuanang Xu, Pingkun Yan
arXiv_CV
arXiv_CV
Segmentation
Pose
GAN
Medical
PDF
2022-06-14
Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features
Anil Palepu, Andrew L Beam
arXiv_CV
arXiv_CV
Image_Caption
Self-Supervised
Deep_Learning
Medical
PDF
2022-06-14
CNN-based Classification Framework for Tissues of Lung with Additional Information
Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su
arXiv_CV
arXiv_CV
Pose
Classification
Medical
CNN
Prediction
PDF
2022-06-14
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
Moritz Roman Hernandez Petzsche, Ezequiel de la Rosa, Uta Hanning, Roland Wiest, Waldo Enrique Valenzuela Pinilla, Mauricio Reyes, Maria Ines Meyer, Sook-Lei Liew, Florian Kofler, Ivan Ezhov, David Robben, Alexander Hutton, Tassilo Friedrich, Teresa Zarth, Johannes Bürkle, The Anh Baran, Bjoern Menze, Gabriel Broocks, Lukas Meyer, Claus Zimmer, Tobias Boeckh-Behrens, Maria Berndt, Benno Ikenberg, Benedikt Wiestler, Jan S. Kirschke
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-06-14
Quantitative Imaging Principles Improves Medical Image Learning
Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Quantitative
Medical
PDF
2022-06-14
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization
Shweta Yadav, Deepak Gupta, Dina Demner-Fushman
arXiv_CL
arXiv_CL
Summarization
Medical
PDF
2022-06-14
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation
Wenxuan Wang, Chen Chen, Jing Wang, Sen Zha, Yan Zhang, Jiangyun Li
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Medical
PDF
2022-06-13
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
Marcus Nordström, Henrik Hult, Jonas Söderberg, Fredrik Löfman
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-06-13
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN
Robert V. Bergen, Jean-Francois Rajotte, Fereshteh Yousefirizi, Arman Rahmim, Raymond T. Ng
arXiv_CV
arXiv_CV
Segmentation
Quantitative
Relation
GAN
Medical
PDF
2022-06-13
Automated Coronary Calcium Scoring using U-Net Models through Semi-supervised Learning on Non-Gated CT Scans
Sanskriti Singh
arXiv_CV
arXiv_CV
Pose
Classification
Medical
PDF
2022-06-13
Fitting Segmentation Networks on Varying Image Resolutions using Splatting
Mikael Brudfors, Yael Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
Prediction
PDF
2022-06-13
A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative
Elena Casiraghi, Rachel Wong, Margaret Hall, Ben Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins (on behalf of the N3C Consortium) Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski
arXiv_AI
arXiv_AI
Pose
Medical
Inference
PDF
2022-06-13
ReViSe: Remote Vital Signs Measurement Using Smartphone Camera
Donghao Qiao, Amtul Haq Ayesha, Farhana Zulkernine, Raihan Masroor, Nauman Jaffar
arXiv_CV
arXiv_CV
Pose
Face
Deep_Learning
Detection
Medical
PDF
2022-06-13
RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans
Pengxin Yu, Haoyue Zhang, Han Kang, Wen Tang, Corey W. Arnold, Rongguo Zhang
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Pose
Deep_Learning
Attention
Medical
CNN
PDF
2022-06-13
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Contrastive_Learning
Medical
Prediction
PDF
2022-06-13
SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments
Cong Gao, Benjamin D. Killeen, Yicheng Hu, Robert B. Grupp, Russell H. Taylor, Mehran Armand, Mathias Unberath
arXiv_CV
arXiv_CV
Segmentation
Detection
Medical
PDF
2022-06-13
TriMix: Virtual embeddings and self-consistency for self-supervised learning
Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Attention
Medical
PDF
2022-06-13
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency
Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Regularization
Medical
Optical_Flow
PDF
2022-06-12
DPCN++: Differentiable Phase Correlation Network for Versatile Pose Registration
Zexi Chen, Yiyi Liao, Haozhe Du, Haodong Zhang, Xuecheng Xu, Haojian Lu, Rong Xiong, Yue Wang
arXiv_CV
arXiv_CV
3D
Pose
Action
Relation
Medical
PDF
2022-06-11
Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology
Abhejit Rajagopal, Ekaterina Redekop, Anil Kemisetti, Rushi Kulkarni, Steven Raman, Kirti Magudia, Corey W. Arnold, Peder E. Z. Larson
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
PDF
2022-06-11
MammoDL: Mammographic Breast Density Estimation using Federated Learning
Keshava Katti, Ramya Muthukrishnan, Angelina Heyler, Sarthak Pati, Aprupa Alahari, Michael Sanborn, Emily F. Conant, Christopher Scott, Stacey Winham, Celine Vachon, Pratik Chaudhari, Despina Kontos, Spyridon Bakas
arXiv_CV
arXiv_CV
Pose
Detection
Medical
PDF
2022-06-11
A Review of Causality for Learning Algorithms in Medical Image Analysis
Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz
arXiv_AI
arXiv_AI
Review
Medical
PDF
2022-06-11
Learned reconstruction with convergence guarantees
Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Survey
Deep_Learning
Medical
PDF
2022-06-10
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation
Samayan Bhattacharya, Sk Shahnawaz, Avigyan Bhattacharya
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Contrastive_Learning
Medical
CNN
PDF
2022-06-10
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels
Anuja Vats, Ahmed Mohammed, Marius Pedersen
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-10
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation
Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang
arXiv_AI
arXiv_AI
Segmentation
Pose
Medical
Prediction
PDF
2022-06-10
Poissonian Blurred Image Deconvolution by Framelet based Local Minimal Prior
Reza Parvaz
arXiv_CV
arXiv_CV
Action
Medical
PDF
2022-06-10
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi liu
arXiv_AI
arXiv_AI
Knowledge
Pose
Medical
CNN
PDF
2022-06-09
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias
arXiv_CV
arXiv_CV
RNN
Deep_Learning
Detection
GAN
Medical
PDF
2022-06-09
Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety
Amit Sheth, Manas Gaur, Kaushik Roy, Revathy Venkataraman, Vedant Khandelwal
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
Recommendation
PDF
2022-06-09
BSM loss: A superior way in modeling aleatory uncertainty of fine_grained classification
Shuang Ge, Kehong Yuan, Maokun Han, Desheng Sun, Huabin Zhang, Qiongyu Ye
arXiv_CV
arXiv_CV
Pose
Classification
Relation
Attention
Medical
Inference
PDF
2022-06-09
Multiple Instance Learning for Digital Pathology: A Review on the State-of-the-Art, Limitations & Future Potential
Michael Gadermayr, Maximilian Tschuchnig
arXiv_CV
arXiv_CV
Review
Deep_Learning
Medical
PDF
2022-06-09
Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation
Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Contour
Medical
PDF
2022-06-09
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Regularization
Self-Supervised
Pose
Relation
Medical
PDF
2022-06-08
RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation
Qing Lu, Xiaowei Xu, Shunjie Dong, Callie Hao, Lei Yang, Cheng Zhuo, Yiyu Shi
arXiv_CV
arXiv_CV
NAS
Segmentation
3D
Medical
PDF
2022-06-08
CASS: Cross Architectural Self-Supervision for Medical Image Analysis
Pranav Singh, Elena Sizikova, Jacopo Cirrone
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Deep_Learning
Medical
CNN
PDF
2022-06-08
An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images
Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid
arXiv_CV
arXiv_CV
Optimization
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-08
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas Maier, Ronak Kosti
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Style_Transfer
Knowledge
Pose
Contrastive_Learning
Medical
PDF
2022-06-08
Progressive GANomaly: Anomaly detection with progressively growing GANs
Djennifer K. Madzia-Madzou, Hugo J. Kuijf
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Pose
Detection
GAN
Medical
PDF
2022-06-08
Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window
Qiuli Wang, Xin Tan, Chen Liu
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Attention
Medical
Prediction
PDF
2022-06-08
One Hyper-Initializer for All Network Architectures in Medical Image Analysis
Fangxin Shang, Yehui Yang, Dalu Yang, Junde Wu, Xiaorong Wang, Yanwu Xu
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-07
Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models
Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
arXiv_CV
arXiv_CV
Transformer
Segmentation
Unsupervised
Adversarial
Pose
Detection
Denoising
GAN
Medical
Inference
PDF
2022-06-07
FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning
Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng
arXiv_AI
arXiv_AI
RNN
Pose
Deep_Learning
Relation
Medical
CNN
Prediction
PDF
2022-06-07
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training
Daniele Ravi (for the Alzheimer's Disease Neuroimaging Initiative), Frederik Barkhof, Daniel C. Alexander, Geoffrey JM Parker, Arman Eshaghi
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Medical
PDF
2022-06-07
Deep Neural Patchworks: Coping with Large Segmentation Tasks
Marco Reisert, Maximilian Russe, Samer Elsheikh, Elias Kellner, Henrik Skibbe
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Medical
CNN
PDF
2022-06-07
Utility of Equivariant Message Passing in Cortical Mesh Segmentation
Dániel Unyi, Ferdinando Insalata, Petar Veličković, Bálint Gyires-Tóth
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-06-07
MIRNF: Medical Image Registration via Neural Fields
Shanlin Sun, Kun Han, Deying Kong, Chenyu You, Xiaohui Xie
arXiv_CV
arXiv_CV
3D
Optimization
Pose
Medical
CNN
PDF
2022-06-07
Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records
Yusuke Takagi, Noriaki Hashimoto, Hiroki Masuda, Hiroaki Miyoshi, Koichi Ohshima, Hidekata Hontani, Ichiro Takeuchi
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Relation
Attention
Medical
PDF
2022-06-06
Learning Treatment Plan Representations for Content Based Image Retrieval
Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Pose
Deep_Learning
Medical
PDF
2022-06-06
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images
Tom Ron, Michal Weiler-Sagie, Tamir Hazan
arXiv_CV
arXiv_CV
Recognition
Optimization
Salient
Pose
Attention
Medical
CNN
Prediction
PDF
2022-06-06
Human Behavior Recognition Method Based on CEEMD-ES Radar Selection
Zhaolin Zhang, Mingqi Song, Wugang Meng, Yuhan Liu, Fengcong Li, Xiang Feng, Yinan Zhao
arXiv_AI
arXiv_AI
Recognition
Pose
Action
Detection
Medical
PDF
2022-06-06
Learning to Ask Like a Physician
Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits
arXiv_CL
arXiv_CL
Unsupervised
Pose
Detection
Medical
QA
PDF
2022-06-06
Learning with Capsules: A Survey
Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Pose
Survey
Deep_Learning
Relation
Attention
Medical
CNN
Inference
PDF
2022-06-06
Continuous-Time Analog Filters for Audio Edge Intelligence: Review and Analysis on Design Techniques
Kwantae Kim, Shih-Chii Liu
arXiv_SD
arXiv_SD
Review
Pose
Medical
PDF
2022-06-06
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Relation
Medical
CNN
PDF
2022-06-06
Is More Data All You Need? A Causal Exploration
Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz
arXiv_AI
arXiv_AI
Optimization
Action
Classification
Medical
Image_Classification
PDF
2022-06-06
Bayesian intrinsic groupwise registration via explicit hierarchical disentanglement
Xin Wang, Xinzhe Luo, Xiahai Zhuang
arXiv_CV
arXiv_CV
Pose
Medical
Inference
PDF
2022-06-06
Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices
Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah, Aamir Shahzad
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
Medical
CNN
Inference
PDF
2022-06-06
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation
Chenyu You, Weicheng Dai, Lawrence Staib, James S. Duncan
arXiv_AI
arXiv_AI
Segmentation
Sparse
Contrastive_Learning
Action
Relation
Contour
Medical
Prediction
PDF
2022-06-05
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-Training
Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C-C Jay Kuo, Georges El Fakhri, Jonghye Woo
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Medical
PDF
2022-06-05
OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes
David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina Tamma, Terry R. Payne
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Ontology
Medical
PDF
2022-06-04
Low Power Neuromorphic EMG Gesture Classification
Sai Sukruth Bezugam, Ahmed Shaban, Manan Suri
arXiv_CV
arXiv_CV
Recognition
Gesture
Pose
Classification
Medical
PDF
2022-06-04
Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets
Sreejita Ghosh (1, 5,6), Elizabeth S. Baranowski (2), Michael Biehl (1,2,3), Wiebke Arlt (2), Peter Tino (4), Kerstin Bunte (1) ((1) Bernoulli Institute of Mathematics, Computer Science and Artificial Intelligence, University of Groningen, The Netherlands (2) Institute of Metabolism and Systems Research, University of Birmingham, the United Kingdom (3) Systems Modelling and Quantitative Biomedicine, IMSR, University of Birmingham, the United Kingdom (4) School of Computer Science, University of Birmingham, the United Kingdom (5) Utrecht University, The Netherlands (6) University Medical Centrum Utrecht, The Netherlands)
arXiv_AI
arXiv_AI
Pose
Face
Medical
PDF
2022-06-04
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation
Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Action
Relation
Medical
Inference
PDF
2022-06-04
Atypical lexical abbreviations identification in Russian medical texts
Anna Berdichevskaia (NUST "MISiS")
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
PDF
2022-06-04
Recurrent Image Registration using Mutual Attention based Network
Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Tonia Vincent, Bartlomiej W. Papiez
arXiv_CV
arXiv_CV
3D
Pose
Face
Deep_Learning
Attention
GAN
Medical
Inference
PDF
2022-06-04
Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image
Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury
arXiv_CV
arXiv_CV
Enhancement
Optimization
Sparse
Regularization
Self-Supervised
Image_Enhancement
Quantitative
Denoising
Medical
PDF
2022-06-03
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation
Mehreen Mubashar, Hazrat Ali, Christer Gronlund, Shoaib Azmat
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Medical
CNN
PDF
2022-06-03
Metrics reloaded: Pitfalls and recommendations for image analysis validation
Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu D. Tizabi, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, et al. (21 additional authors not shown)
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Optimization
Classification
Detection
Object_Detection
Medical
Recommendation
PDF
2022-06-03
Rethinking Positive Sampling for Contrastive Learning with Kernel
Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Weakly_Supervised
Pose
Contrastive_Learning
Classification
GAN
Medical
PDF
2022-06-03
MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models
Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Medical
PDF
2022-06-03
Learning Probabilistic Structural Representation for Biomedical Image Segmentation
Xiaoling Hu, Dimitris Samaras, Chao Chen
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
Inference
PDF
2022-06-03
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation
Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T.C. Wong, John Volpi, James Z. Wang, Kelvin Wong
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Action
Relation
Medical
Inference
PDF
2022-06-03
Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation
Zhenxi Zhang, Chunna Tian, Zhicheng Jiao
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Action
Classification
Medical
PDF
2022-06-03
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan
arXiv_AI
arXiv_AI
Segmentation
Embedding
Transfer_Learning
Pose
Medical
PDF
2022-06-02
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation
Chen Chen, Zeju Li, Cheng Ouyang, Matt Sinclair, Wenjia Bai, Daniel Rueckert
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Medical
CNN
PDF
2022-06-02
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Optimization
Pose
Action
Deep_Learning
Attention
Medical
PDF
2022-06-02
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection
Linhai Ma, Liang Liang
arXiv_AI
arXiv_AI
Segmentation
Adversarial
Detection
Object_Detection
Medical
Prediction
PDF
2022-06-02
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
arXiv_CL
arXiv_CL
Pose
NMT
Medical
Recommendation
PDF
2022-06-02
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li, Junyu Chen, Yucheng Tang, Bennett A. Landman, S. Kevin Zhou
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Enhancement
Recognition
Review
Deep_Learning
Detection
GAN
Medical
CNN
PDF
2022-06-02
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling
Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai
arXiv_AI
arXiv_AI
Segmentation
Pose
Classification
Medical
PDF
2022-06-02
A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation
Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-06-02
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Regularization
Pose
Medical
PDF
2022-06-02
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet
Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Pose
Action
Attention
Medical
Inference
PDF
2022-06-01
Dynamic Linear Transformer for 3D Biomedical Image Segmentation
Zheyuan Zhang, Ulas Bagci
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Pose
Attention
Medical
PDF
2022-06-01
The Fully Convolutional Transformer for Medical Image Segmentation
Athanasios Tragakis, Chaitanya Kaul, Roderick Murray-Smith, Dirk Husmeier
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Pose
Medical
CNN
PDF
2022-06-01
Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis
Marin Benčević, Marija Habijan, Irena Galić, Aleksandra Pizurica
arXiv_CV
arXiv_CV
Self-Supervised
Detection
Object_Detection
Medical
PDF
2022-06-01
Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback
Emmy Liu, Michael Henry Tessler, Nicole Dubosh, Katherine Mosher Hiller, Roger Levy
arXiv_CL
arXiv_CL
Bert
Quantitative
Medical
Recommendation
PDF
2022-06-01
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li
arXiv_CL
arXiv_CL
Transformer
Pose
Medical
Inference
Language_Model
PDF
2022-05-31
Deep learning pipeline for image classification on mobile phones
Muhammad Muneeb, Samuel F. Feng, Andreas Henschel
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-05-31
FHIST: A Benchmark for Few-shot Classification of Histological Images
Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou
arXiv_CV
arXiv_CV
Sparse
Regularization
Classification
Few-Shot
Medical
Image_Classification
PDF
2022-05-31
FedHarmony: Unlearning Scanner Bias with Distributed Data
Nicola K Dinsdale, Mark Jenkinson, Ana IL Namburete
arXiv_CV
arXiv_CV
Pose
Medical
PDF
2022-05-31
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images
Yuan Wang, Laura Blackie, Irene Miguel-Aliaga, Wenjia Bai
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Medical
CNN
PDF
2022-05-31
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification
Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-05-31
Sub-Image Histogram Equalization using Coot Optimization Algorithm for Segmentation and Parameter Selection
Emre Can Kuran, Umut Kuran, Mehmet Bilal Er
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Enhancement
Optimization
Pose
Classification
Medical
PDF
2022-05-30
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation
Birk Torpmann-Hagen, Vajira Thambawita, Kyrre Glette, Pål Halvorsen, Michael A. Riegler
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Medical
Prediction
PDF
2022-05-30
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps
Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler
arXiv_CV
arXiv_CV
Segmentation
Inpainting
Pose
Quantitative
Detection
Medical
PDF
2022-05-30
Revisiting Audio Pattern Recognition for Asthma Medication Adherence: Evaluation with the RDA Benchmark Suite
Nikos D. Fakotakis, Stavros Nousias, Gerasimos Arvanitis, Evangelia I. Zacharaki, Konstantinos Moustakas
arXiv_CV
arXiv_CV
Recognition
Action
Classification
Detection
Medical
PDF
2022-05-30
Controller design and experimental evaluation of a motorised assistance for a patient transfer floor lift
Donatien Callon, Mathieu Nadeau, Alexandre Girard
arXiv_RO
arXiv_RO
Pose
Medical
PDF
2022-05-30
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework
Jianyi Zhang, Xuanxi Huang, Yaqi Liu, Yuyang Han, Zixiao Xiang
arXiv_CV
arXiv_CV
Enhancement
Adversarial
Pose
Classification
Detection
Object_Detection
Attention
GAN
Medical
PDF
2022-05-30
Securing AI-based Healthcare Systems using Blockchain Technology: A State-of-the-Art Systematic Literature Review and Future Research Directions
Rucha Shinde, Shruti Patil, Ketan Kotecha, Vidyasagar Potdar, Ganeshsree Selvachandran, Ajith Abraham
arXiv_AI
arXiv_AI
Review
Adversarial
Medical
PDF
2022-05-30
Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data
Keyan Nasseri, Chandan Singh, James Duncan, Aaron Kornblith, Bin Yu
arXiv_AI
arXiv_AI
Pose
Face
Medical
Prediction
PDF
2022-05-30
White-box Membership Attack Against Machine Learning Based Retinopathy Classification
Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux
arXiv_AI
arXiv_AI
Face
Classification
Medical
Inference
PDF
2022-05-30
Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning
Julian Burghoff, Robin Chan, Hanno Gottschalk, Annika Muetze, Tobias Riedlinger, Matthias Rottmann, Marius Schubert
arXiv_CV
arXiv_CV
NAS
Survey
Deep_Learning
Medical
PDF
2022-05-28
Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models
Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
arXiv_CV
arXiv_CV
Pose
Face
Quantitative
Classification
Detection
GAN
Medical
PDF
2022-05-27
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image
Lucy Nwosu, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Classification
Deep_Learning
Medical
Prediction
PDF
2022-05-27
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed
Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
arXiv_AI
arXiv_AI
Pose
Classification
Detection
Medical
Image_Classification
PDF
2022-05-27
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements
Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek
arXiv_AI
arXiv_AI
Action
Deep_Learning
Detection
Medical
CNN
PDF
2022-05-27
Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning
Mansi Gupta, Aman Swaraj, Karan Verma
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Action
Classification
Deep_Learning
Medical
PDF
2022-05-27
Gene selection from microarray expression data: A Multi-objective PSO with adaptive K-nearest neighborhood
Yasamin Kowsari, Sanaz Nakhodchi, Davoud Gholamiangonabadi
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Detection
Medical
PDF
2022-05-27
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Classification
Medical
Image_Classification
PDF
2022-05-26
Membership Inference Attack Using Self Influence Functions
Gilad Cohen, Raja Giryes
arXiv_CV
arXiv_CV
Medical
Inference
Prediction
PDF
2022-05-26
Clinical Dialogue Transcription Error Correction using Seq2Seq Models
Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
arXiv_AI
arXiv_AI
Recognition
Speech
Speech_Recognition
Medical
PDF
2022-05-26
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images
Simon Langer (1), Oliver Taubmann (2), Felix Denzinger (1 and 2), Andreas Maier (1), Alexander Mühlberg (2) ((1) Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany, (2) Siemens Healthcare GmbH, Forchheim, Germany)
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Adversarial
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-26
Semantic Segmentation for Thermal Images: A Comparative Survey
Zülfiye Kütük, Görkem Algan
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Survey
Classification
Medical
Autonomous
PDF
2022-05-26
Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
arXiv_CV
arXiv_CV
Pose
Medical
Prediction
PDF
2022-05-26
Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images
Yao Zhang, Jiawei Yang, Yang Liu, Jiang Tian, Siyun Wang, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He
arXiv_CV
arXiv_CV
Segmentation
Pose
Face
Relation
Attention
Medical
CNN
PDF
2022-05-25
Structure Unbiased Adversarial Model for Medical Image Segmentation
Tianyang Zhang, Shaoming Zheng, Jun Cheng, Xi Jia, Joseph Bartlett, Huazhu Fu, Zhaowen Qiu, Jiang Liu, Jinming Duan
arXiv_CV
arXiv_CV
Segmentation
Recognition
Adversarial
Pose
Attention
Medical
Prediction
PDF
2022-05-25
COVID-19 Severity Classification on Chest X-ray Images
Aditi Sagar, Aman Swaraj, Karan Verma
arXiv_CV
arXiv_CV
Action
Classification
Medical
PDF
2022-05-25
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Relation
Attention
Medical
PDF
2022-05-25
Sparse*BERT: Sparse Models are Robust
Daniel Campos, Alexandre Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai
arXiv_AI
arXiv_AI
Quantization
Bert
Sparse
Medical
Inference
Language_Model
PDF
2022-05-25
Skin Cancer Diagnostics with an All-Inclusive Smartphone Application
Upender Kalwa, Christopher Legner, Taejoon Kong, Santosh Pandey
arXiv_CV
arXiv_CV
Segmentation
OCR
Classification
Detection
Medical
PDF
2022-05-25
Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging
Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W.H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae Hyun Hwang, David Chen
arXiv_CV
arXiv_CV
Segmentation
Salient
Knowledge
Self-Supervised
Contrastive_Learning
Action
Deep_Learning
GAN
Medical
PDF
2022-05-24
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint
Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
Text_Generation
Medical
PDF
2022-05-24
VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines
Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim
arXiv_CL
arXiv_CL
Knowledge
Classification
Medical
QA
PDF
2022-05-24
Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax
Glen Smith, Qiao Zhang, Christopher MacLellan
arXiv_AI
arXiv_AI
Knowledge
Medical
Recommendation
PDF
2022-05-24
Bias Discovery in Machine Learning Models for Mental Health
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit
arXiv_AI
arXiv_AI
Regularization
Medical
Prediction
PDF
2022-05-24
3D helical CT reconstruction with memory efficient invertible Learned Primal-Dual method
Buda Bajić, Ozan Öktem, Jevgenija Rudzusika
arXiv_AI
arXiv_AI
Reconstruction
3D
Medical
PDF
2022-05-24
An Adaptive Contrastive Learning Model for Spike Sorting
Lang Qian, Shengjie Zheng, Chunshan Deng, Cheng Yang, Xiaojian Li
arXiv_AI
arXiv_AI
Enhancement
Pose
Contrastive_Learning
Face
Classification
Medical
Activity
PDF
2022-05-24
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
GAN
Medical
PDF
2022-05-24
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation
Ledan Qian, Xiao Zhou, Yi Li, Zhongyi Hu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Pose
Classification
GAN
Medical
PDF
2022-05-23
Saliency-Driven Active Contour Model for Image Segmentation
Ehtesham Iqbal, Asim Niaz, Asif Aziz Memon, Usman Asim, Kwang Nam Choi
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Salient
Pose
Face
Quantitative
Contour
Medical
PDF
2022-05-23
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net
Soham S.Sarpotdar
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
GAN
Image_Compression
Medical
CNN
PDF
2022-05-22
Deep Learning for Visual Speech Analysis: A Survey
Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
arXiv_CV
arXiv_CV
Recognition
Review
Speech
Pose
Survey
Deep_Learning
Attention
Speech_Recognition
Medical
PDF
2022-05-22
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies
Omar Elnaggar, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti
arXiv_RO
arXiv_RO
Pose
Classification
Medical
PDF
2022-05-21
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
Vidit Gautam
arXiv_CV
arXiv_CV
Adversarial
Deep_Learning
Detection
GAN
Medical
PDF
2022-05-21
Transformer based Generative Adversarial Network for Liver Segmentation
Ugur Demir, Zheyuan Zhang, Bin Wang, Matthew Antalek, Elif Keles, Debesh Jha, Amir Borhani, Daniela Ladner, Ulas Bagci
arXiv_CV
arXiv_CV
Transformer
Segmentation
Adversarial
Pose
Attention
GAN
Medical
CNN
PDF
2022-05-21
DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment
Xiao Chen, Alex Morehead, Jian Liu, Jianlin Cheng
arXiv_AI
arXiv_AI
Transformer
3D
Knowledge
Medical
Prediction
PDF
2022-05-21
UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus
Vinh Nguyen, Olivier Bodenreider
arXiv_AI
arXiv_AI
Medical
PDF
2022-05-20
Self-supervised 3D anatomy segmentation using self-distilled masked image transformer
Jue Jiang, Neelam Tyagi, Kathryn Tringale, Christopher Crane, Harini Veeraraghavan
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Self-Supervised
GAN
Medical
CNN
Prediction
PDF
2022-05-20
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
arXiv_CV
arXiv_CV
Sparse
Adversarial
GAN
Medical
PDF
2022-05-20
Semi-self-supervised Automated ICD Coding
Hlynur D. Hlynsson, Steindór Ellertsson, Jón F. Daðason, Emil L. Sigurdsson, Hrafn Loftsson
arXiv_CL
arXiv_CL
Sparse
Self-Supervised
Medical
PDF
2022-05-20
Unintended memorisation of unique features in neural networks
John Hartley, Sotirios A. Tsaftaris
arXiv_CV
arXiv_CV
Pose
Medical
CNN
PDF
2022-05-20
Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI
Abdullah, Martin Holler, Karl Kunisch, Malena Sabate Landman
arXiv_CV
arXiv_CV
Reconstruction
Pose
Medical
PDF
2022-05-19
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
arXiv_CV
arXiv_CV
Recognition
Deep_Learning
Medical
PDF
2022-05-19
Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks
Marija Habijan, Irena Galic
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Deep_Learning
Attention
GAN
Medical
PDF
2022-05-19
Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Self-Supervised
Medical
Matching
PDF
2022-05-19
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation
Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Detection
Attention
Medical
PDF
2022-05-19
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context
Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
arXiv_AI
arXiv_AI
Face
Classification
Deep_Learning
Medical
CNN
Image_Classification
PDF
2022-05-19
Estimating the ultrasound attenuation coefficient using convolutional neural networks -- a feasibility study
Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda
arXiv_CV
arXiv_CV
Deep_Learning
Medical
CNN
PDF
2022-05-19
FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data
Mike He Zhu, Léna Néhale Ezzine, Dianbo Liu, Yoshua Bengio
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-05-19
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation
Minh Tran, Viet-Khoa Vo-Ho, Ngan T.H. Le
arXiv_CV
arXiv_CV
Segmentation
3D
Represenation_Learning
Pose
Classification
Attention
Medical
CNN
PDF
2022-05-19
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions
Xinpeng Ding, Ziwei Liu, Xiaomeng Li
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Video_Caption
Knowledge
Self-Supervised
Contrastive_Learning
Attention
Medical
PDF
2022-05-18
DDXPlus: A new Dataset for Medical Automatic Diagnosis
Arsene Fansi Tchango, Zhi Wen, Rishab Goel, Joumana Ghosn
arXiv_AI
arXiv_AI
Review
Action
Detection
Medical
Prediction
PDF
2022-05-18
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners
Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-18
Agent-Based modeling in Medical Research. Example in Health Economics
Philippe Saint-Pierre, Romain Demeulemeester, Nadège Costa, Nicolas Savy
arXiv_AI
arXiv_AI
Medical
PDF
2022-05-18
A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases
Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Pose
Classification
Medical
PDF
2022-05-18
Transformer based multiple instance learning for weakly supervised histopathology image segmentation
Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Weakly_Supervised
Pose
Relation
Attention
Medical
PDF
2022-05-18
Federated Learning: Applications, Challenges and Future Scopes
Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath
arXiv_AI
arXiv_AI
Transfer_Learning
Gradient_Descent
Review
Pose
Deep_Learning
Medical
Recommendation
PDF
2022-05-18
Validation of a photogrammetric approach for the study of ancient bowed instruments
Philémon Beghin, Anne-Emmanuelle Ceulemans, Paul Fisette, François Glineur
arXiv_CV
arXiv_CV
Pose
Contour
Medical
PDF
2022-05-18
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art
Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano
arXiv_AI
arXiv_AI
Embedding
Recognition
Ontology
Survey
Medical
PDF
2022-05-17
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging
Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel Rubin, Lei Xing, Yuyin Zhou
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Classification
Deep_Learning
Medical
PDF
2022-05-17
Connection-minimal Abduction in EL via Translation to FOL -- Technical Report
Fajar Haifani, Patrick Koopmann, Sophie Tourret, Christoph Weidenbach
arXiv_AI
arXiv_AI
Knowledge
Medical
PDF
2022-05-17
Privacy Preserving Image Registration
Riccardo Taiello, Melek Önen, Olivier Humbert, Marco Lorenzi
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-05-16
Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography
Emilien Valat, Katayoun Farrahi, Thomas Blumensath
arXiv_CV
arXiv_CV
Enhancement
3D
Self-Supervised
Pose
Medical
PDF
2022-05-15
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review
Hazrat Ali, Zubair Shah
arXiv_CV
arXiv_CV
Segmentation
Super_Resolution
Review
Adversarial
GAN
Medical
CNN
PDF
2022-05-14
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training
Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
arXiv_CV
arXiv_CV
Recognition
Pose
Face
Action
Classification
Medical
Inference
PDF
2022-05-14
Self-supervised Assisted Active Learning for Skin Lesion Segmentation
Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
arXiv_AI
arXiv_AI
Segmentation
Self-Supervised
Pose
Action
Medical
PDF
2022-05-14
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation
Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung
arXiv_CV
arXiv_CV
Segmentation
Embedding
Represenation_Learning
Regularization
Adversarial
Pose
Relation
GAN
Medical
Prediction
PDF
2022-05-14
Efficient Learning of Interpretable Classification Rules
Bishwamittra Ghosh, Dmitry Malioutov, Kuldeep S. Meel
arXiv_AI
arXiv_AI
Optimization
Classification
Relation
Medical
Prediction
PDF
2022-05-13
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach
Jadie Adams, Shireen Elhabian
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Relation
Medical
Prediction
PDF
2022-05-13
Leveraging Global Binary Masks for Structure Segmentation in Medical Images
Mahdieh Kazemimoghadam, Zi Yang, Lin Ma, Mingli Chen, Weiguo Lu, Xuejun Gu
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
GAN
Medical
Inference
PDF
2022-05-13
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization
Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Inpainting
Self-Supervised
Pose
Action
Detection
Attention
Medical
Inference
Prediction
PDF
2022-05-13
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation
Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
CNN
PDF
2022-05-13
A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images
Hrvoje Leventić, Marin Benčević, Danilo Babin, Marija Habijan, Irena Galić
arXiv_CV
arXiv_CV
Segmentation
3D
Review
Pose
Survey
Medical
PDF
2022-05-13
Test-time Fourier Style Calibration for Domain Generalization
Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu
arXiv_AI
arXiv_AI
Segmentation
Pose
Medical
PDF
2022-05-12
SIBILA: High-performance computing and interpretable machine learning join efforts toward personalised medicine in a novel decision-making tool
Antonio Jesús Banegas-Luna, Horacio Pérez-Sánchez
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Medical
Prediction
PDF
2022-05-12
ScAN: Suicide Attempt and Ideation Events Dataset
Bhanu Pratap Singh Rawat, Samuel Kovaly, Wilfred R. Pigeon, Hong Yu
arXiv_AI
arXiv_AI
Surveillance
Bert
Classification
Detection
Medical
Prediction
PDF
2022-05-11
Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey, Emma Davidson, Jiaoyan Chen, Beatrice Alex, William Whiteley, Honghan Wu
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Weakly_Supervised
Pose
Ontology
Face
Medical
Matching
PDF
2022-05-11
Clinical Prompt Learning with Frozen Language Models
Niall Taylor, Yi Zhang, Dan Joyce, Alejo Nevado-Holgado, Andrey Kormilitzin
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Medical
Language_Model
PDF
2022-05-11
Secure Federated Learning for Neuroimaging
Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, Jose Luis Ambite
arXiv_CV
arXiv_CV
Medical
PDF
2022-05-10
Student Collaboration Improves Self-Supervised Learning: Dual-Loss Adaptive Masked Autoencoder for Brain Cell Image Analysis
Son T. Ly, Bai Lin, Hung Q. Vo, Dragan Maric, Badri Roysam, Hien V. Nguyen
arXiv_CV
arXiv_CV
Reconstruction
Self-Supervised
Pose
Medical
PDF
2022-05-10
Disentangling A Single MR Modality
Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass
arXiv_CV
arXiv_CV
Pose
Quantitative
Attention
Medical
PDF
2022-05-10
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Sparse
Pose
Contour
GAN
Medical
CNN
PDF
2022-05-10
VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation
Yuan Bi, Zhongliang Jiang, Yuan Gao, Thomas Wendler, Angelos Karlas, Nassir Navab
arXiv_AI
arXiv_AI
Recognition
Reinforcement_Learning
3D
Pose
Action
Medical
PDF
2022-05-10
Explainable Deep Learning Methods in Medical Diagnosis: A Survey
Cristiano Patrício, João C. Neves, Luís F. Teixeira
arXiv_AI
arXiv_AI
Review
Survey
Classification
Deep_Learning
Medical
PDF
2022-05-10
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Classification
Medical
Image_Classification
PDF
2022-05-10
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms
Mohaddeseh Bastan, Nishant Shankar, Mihai Surdeanu, Niranjan Balasubramanian
arXiv_AI
arXiv_AI
Relation
Summarization
Medical
Language_Model
PDF
2022-05-09
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning
Mohammad Eslami, Solale Tabarestani, Ehsan Adeli, Glyn Elwyn, Tobias Elze, Mengyu Wang, Nazlee Zebardast, Nassir Navab, Malek Adjouadi
arXiv_AI
arXiv_AI
Survey
Classification
Deep_Learning
Medical
Prediction
PDF
2022-05-09
Skin disease diagnosis using image analysis and natural language processing
Martin Chileshe, Mayumbo Nyirenda
arXiv_AI
arXiv_AI
Deep_Learning
Medical
PDF
2022-05-09
A Novel Augmented Reality Ultrasound Framework Using an RGB-D Camera and a 3D-printed Marker
Yitian Zhou, Gaétan Lelu, Boris Labbé, Guillaume Pasquier, Pierre Le Gargasson, Albert Murienne, Laurent Launay
arXiv_CV
arXiv_CV
Tracking
Point_Cloud
OCR
3D
Pose
Medical
PDF
2022-05-09
Site Generalization: Stroke Lesion Segmentation on Magnetic Resonance Images from Unseen Sites
Weiyi Yu, Zhizhong Huang, Junping Zhang, Hongming Shan
arXiv_CV
arXiv_CV
Segmentation
Pose
Quantitative
Deep_Learning
Medical
PDF
2022-05-09
Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs
Junya Sato, Yuki Suzuki, Tomohiro Wataya, Daiki Nishigaki, Kosuke Kita, Kazuki Yamagata, Noriyuki Tomiyama, Shoji Kido
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Self-Supervised
Deep_Learning
Detection
Medical
PDF
2022-05-08
Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification
Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
CNN
Image_Classification
PDF
2022-05-07
Keratoconus Classifier for Smartphone-based Corneal Topographer
Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Quantitative
Medical
CNN
PDF
2022-05-07
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury
Chengsheng Mao, Liang Yao, Yuan Luo
arXiv_CL
arXiv_CL
Transformer
Bert
Action
Medical
Language_Model
Prediction
PDF
2022-05-07
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Pose
Medical
PDF
2022-05-07
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
Yuhan Xie, Kexin Jiang, Zhiyong Zhang, Shaolong Chen, Xiaodong Zhang, Changzhen Qiu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Self-Supervised
Pose
Face
Deep_Learning
Medical
PDF
2022-05-06
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks
arXiv_AI
arXiv_AI
Pose
Ontology
Medical
Matching
PDF
2022-05-06
A High-Resolution Chest CT-Scan Image Dataset for COVID-19 Diagnosis and Differentiation
Iraj Abedi, Mahsa Vali, Bentolhoda Otroshi Shahreza, Hamidreza Bolhasani
arXiv_CV
arXiv_CV
Deep_Learning
Medical
PDF
2022-05-06
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis
Yufeng Shi, Shuhuang Chen, Xinge You, Qinmu Peng, Weihua Ou, Yue Zhao
arXiv_AI
arXiv_AI
Pose
Action
Medical
PDF
2022-05-06
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference
Yang Liu, Ersi Zhang, Lulu Xu, Chufan Xiao, Xiaoyun Zhong, Lijin Lian, Fang Li, Bin Jiang, Yuhan Dong, Lan Ma, Qiming Huang, Ming Xu, Yongbing Zhang, Dongmei Yu, Chenggang Yan, Peiwu Qin
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Deep_Learning
Medical
Inference
PDF
2022-05-06
Quantification of Robotic Surgeries with Vision-Based Deep Learning
Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Jessica Nguyen, Christian Wagner, Animashree Anandkumar, Andrew J. Hung
arXiv_CV
arXiv_CV
Recognition
Gesture
Pose
Classification
Deep_Learning
Relation
Medical
Activity
PDF
2022-05-05
Ontology Reuse: the Real Test of Ontological Design
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica
arXiv_AI
arXiv_AI
Pose
Ontology
Medical
PDF
2022-05-05
Activity Detection in Long Surgical Videos using Spatio-Temporal Models
Aidean Sharghi, Zooey He, Omid Mohareri
arXiv_CV
arXiv_CV
Transformer
Segmentation
Recognition
3D
RNN
Pose
Detection
Medical
Activity
PDF
2022-05-05
The Batch Artifact Scanning Protocol: A new method using computed tomography to rapidly create three-dimensional models of objects from large collections en masse
Katrina Yezzi-Woodley, Jeff Calder, Mckenzie Sweno, Chloe Siewert, Peter J. Olver
arXiv_CV
arXiv_CV
3D
Pose
Medical
PDF
2022-05-05
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching
Khanh Nguyen, Huy Hoang Nguyen, Aleksei Tiulpin
arXiv_CV
arXiv_CV
Image_Caption
Image_Retrieval
Pose
Medical
Matching
PDF
2022-05-05
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier
arXiv_AI
arXiv_AI
Segmentation
3D
Knowledge
Pose
Classification
Deep_Learning
Detection
Medical
PDF
2022-05-05
User-Driven Research of Medical Note Generation Software
Tom Knoll, Francesco Moramarco, Alex Papadopoulos Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov
arXiv_CL
arXiv_CL
Medical
PDF
2022-05-05
Segmentation with Super Images: A New 2D Perspective on 3D Medical Image Analysis
Ikboljon Sobirov, Numan Saeed, Mohammad Yaqub
arXiv_AI
arXiv_AI
Segmentation
Super_Resolution
3D
Pose
Deep_Learning
Medical
PDF
2022-05-05
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation
Yuxin Kang, Hansheng Li, Xuan Zhao, Dongqing Hu, Feihong Liu, Lei Cui, Jun Feng, Lin Yang
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
CNN
Prediction
PDF
2022-05-05
Generative Adversarial Network Based Synthetic Learning and a Novel Domain Relevant Loss Term for Spine Radiographs
Ethan Schonfeld, Anand Veeravagu
arXiv_AI
arXiv_AI
Review
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
PDF
2022-05-05
InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy
Weichen Fan, Yuanbo Yang, Kunpeng Qiu, Shuo Wang, Yongxin Guo
arXiv_CV
arXiv_CV
Recognition
Pose
Detection
Object_Detection
Medical
PDF
2022-05-05
Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures
Edward Vendrow, Ethan Schonfeld
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Embedding
Transfer_Learning
Bert
Pose
Medical
Caption
PDF
2022-05-04
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr
arXiv_CV
arXiv_CV
Style_Transfer
Adversarial
Classification
Deep_Learning
GAN
Medical
PDF
2022-05-04
A Dataset for N-ary Relation Extraction of Drug Combinations
Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg
arXiv_CL
arXiv_CL
Action
Relation
Relation_Extraction
Medical
PDF
2022-05-04
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-05-03
Deep Multi-Scale U-Net Architecture and Noise-Robust Training Strategies for Histopathological Image Segmentation
Nikhil Cherian Kurian, Amit Lohan, Gregory Verghese, Nimish Dharamshi, Swati Meena, Mengyuan Li, Fangfang Liu, Cheryl Gillet, Swapnil Rane, Anita Grigoriadis, Amit Sethi
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
CNN
PDF
2022-05-03
Application of belief functions to medical image segmentation: A review
Ling Huang, Su Ruan
arXiv_CV
arXiv_CV
Segmentation
Review
Pose
Deep_Learning
Medical
PDF
2022-05-03
MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang
arXiv_CV
arXiv_CV
Segmentation
Inpainting
Pose
Medical
PDF
2022-05-02
TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security
Maede Zolanvari, Zebo Yang, Khaled Khan, Raj Jain, Nader Meskin
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-05-02
MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer
Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Medical
Image_Classification
PDF
2022-05-01
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning
Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell
arXiv_CL
arXiv_CL
Transformer
Bert
Classification
Few-Shot
Medical
Matching
PDF
2022-05-01
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers
Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan
arXiv_CV
arXiv_CV
Reconstruction
Deep_Learning
Relation
Medical
Autonomous
PDF
2022-04-30
Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks
Aline R. Ioste, Alan M. Durham, Marcelo Finger
arXiv_AI
arXiv_AI
Medical
CNN
PDF
2022-04-29
A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera
Roshanak Ashrafi, Mona Azarbayjania, Hamed Tabkhi
arXiv_CV
arXiv_CV
Surveillance
Facial_Landmark
Knowledge
Review
Pose
Face
Medical
PDF
2022-04-29
EndoMapper dataset of complete calibrated endoscopy procedures
Pablo Azagra, Carlos Sostres, Ángel Ferrandez, Luis Riazuelo, Clara Tomasini, Oscar León Barbed, Javier Morlana, David Recasens, Victor M. Batlle, Juan J. Gómez-Rodríguez, Richard Elvira, Julia López, Cristina Oriol, Javier Civera, Juan D. Tardós, Ana Cristina Murillo, Angel Lanas, José M.M. Montiel
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Pose
SLAM
Detection
Medical
PDF
2022-04-29
Segmentation of kidney stones in endoscopic video feeds
Zachary A Stoebner, Daiwei Lu, Seok Hee Hong, Nicholas L Kavoussi, Ipek Oguz
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-04-29
Adversarial Distortion Learning for Medical Image Denoising
Morteza Ghahremani, Mohammad Khateri, Alejandra Sierra, Jussi Tohka
arXiv_CV
arXiv_CV
3D
Adversarial
Pose
Denoising
Medical
PDF
2022-04-29
'My nose is running.''Are you also coughing?': Building A Medical Diagnosis Agent with Interpretable Inquiry Logics
Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tangi, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang
arXiv_CL
arXiv_CL
Pose
Attention
Medical
Inference
PDF
2022-04-29
Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection
Takahiro Suzuki, Shouhei Hanaoka, Issei Sato
arXiv_CV
arXiv_CV
Detection
Medical
PDF
2022-04-29
CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction
Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang
arXiv_AI
arXiv_AI
Pose
Relation
Attention
Medical
Prediction
PDF
2022-04-28
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay
arXiv_AI
arXiv_AI
Optimization
Pose
GAN
Medical
PDF
2022-04-28
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation
Zekang Chen, Jia Wei, Rui Li
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Medical
PDF
2022-04-28
MeSHup: A Corpus for Full Text Biomedical Document Indexing
Xindi Wang, Robert E. Mercer, Frank Rudzicz
arXiv_CL
arXiv_CL
Medical
PDF
2022-04-28
Symmetric Transformer-based Network for Unsupervised Image Registration
Mingrui Ma, Lei Song, Yuanbo Xu, Guixia Liu
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Pose
Deep_Learning
Attention
Medical
CNN
PDF
2022-04-28
Interpretable collective intelligence of non-rational human agents
Alexey V. Osipov, Nikolay N. Osipov
arXiv_AI
arXiv_AI
Medical
PDF
2022-04-28
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor
Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-04-28
BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation
Gongping Chen, Yuming Liu, Yu Dai, Jianxun Zhang, Liang Cui, Xiaotao Yin
arXiv_CV
arXiv_CV
Segmentation
Salient
Pose
Attention
Medical
PDF
2022-04-28
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph
Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Medical
Prediction
PDF
2022-04-28
Resource-efficient domain adaptive pre-training for medical images
Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
Medical
PDF
2022-04-28
Cross-modal Memory Networks for Radiology Report Generation
Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan
arXiv_CL
arXiv_CL
Memory_Networks
Pose
Action
Attention
Text_Generation
Medical
PDF
2022-04-27
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus
Thilini Wijesiriwardene, Vinh Nguyen, Goonmeet Bajaj, Hong Yung Yip, Vishesh Javangula, Yuqing Mao, Kin Wah Fung, Srinivasan Parthasarathy, Amit P. Sheth, Olivier Bodenreider
arXiv_AI
arXiv_AI
Bert
Deep_Learning
Medical
Language_Model
Prediction
PDF
2022-04-26
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
arXiv_AI
arXiv_AI
Transformer
Salient
Review
Pose
Survey
Classification
Deep_Learning
Attention
Medical
Image_Classification
PDF
2022-04-26
Quantum-classical convolutional neural networks in radiological image classification
Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer
arXiv_AI
arXiv_AI
Pose
Classification
Attention
Medical
CNN
Image_Classification
PDF
2022-04-26
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims
Ivan Srba, Branislav Pecher, Matus Tomlein, Robert Moro, Elena Stefancova, Jakub Simko, Maria Bielikova
arXiv_CL
arXiv_CL
Medical
PDF
2022-04-26
Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking
Loïc Rakotoson, Charles Letaillieur, Sylvain Massip, Fréjus Laleye
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Classification
Summarization
Medical
QA
PDF
2022-04-26
TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation
Xuejian Li, Shiqiang Ma, Jijun Tang, Fei Guo
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Attention
Medical
CNN
PDF
2022-04-26
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets
Isabelle Mohr, Amelie Wührl, Roman Klinger
arXiv_CL
arXiv_CL
Knowledge
Pose
Relation
Medical
Language_Model
Recommendation
PDF
2022-04-26
Assessing the ability of generative adversarial networks to learn canonical medical image statistics
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Adversarial
GAN
Medical
PDF
2022-04-25
Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning
Mads Emil Dahlgaard, Morten Wehlast Jørgensen, Niels Asp Fuglsang, Hiba Nassar
arXiv_CV
arXiv_CV
Reconstruction
Pose
Medical
PDF
2022-04-25
Meta-AF: Meta-Learning for Adaptive Filters
Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis
arXiv_SD
arXiv_SD
Optimization
Pose
Deep_Learning
Medical
PDF
2022-04-25
Performer: A Novel PPG to ECG Reconstruction Transformer For a Digital Biomarker of Cardiovascular Disease Detection
Ella Lan
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Detection
Attention
Medical
PDF
2022-04-25
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection
Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
arXiv_CV
arXiv_CV
Face
Classification
Deep_Learning
Detection
Attention
Medical
Inference
PDF
2022-04-25
KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning
Yang An, Bo Jin, Xiaopeng Wei
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Ontology
Contrastive_Learning
Relation
Attention
Medical
CNN
Prediction
PDF
2022-04-25
Masked Image Modeling Advances 3D Medical Image Analysis
Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown
arXiv_AI
arXiv_AI
Reconstruction
Segmentation
3D
Self-Supervised
Contrastive_Learning
Attention
Medical
PDF
2022-04-24
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath
arXiv_CV
arXiv_CV
Unsupervised
Reinforcement_Learning
Weakly_Supervised
Review
Adversarial
Deep_Learning
GAN
Medical
PDF
2022-04-23
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Deep_Learning
Attention
Medical
PDF
2022-04-23
Class Balanced PixelNet for Neurological Image Segmentation
Mobarakol Islam, Hongliang Ren
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Optimization
Pose
Medical
CNN
PDF
2022-04-23
Federated Contrastive Learning for Volumetric Medical Image Segmentation
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Medical
Matching
PDF
2022-04-22
Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants
Fernando García-Torres, Carmen Mínguez-Porter, Julia Tomás-Chenoll, Sofía Iranzo-Egea, Juan-Manuel Belda-Lois
arXiv_CV
arXiv_CV
Segmentation
Action
Medical
CNN
Prediction
PDF
2022-04-22
MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement
Pingping Dai, Haiming Zhu, Shuang Ge, Ruihan Zhang, Xiang Qian, Xi Li, Kehong Yuan
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Adversarial
Pose
Deep_Learning
GAN
Medical
PDF
2022-04-21
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
arXiv_CV
arXiv_CV
Represenation_Learning
Adversarial
Self-Supervised
GAN
Medical
PDF
2022-04-21
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John Pauly
arXiv_CV
arXiv_CV
Reconstruction
Pose
Medical
CNN
Inference
PDF
2022-04-21
Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction
Hui-Syuan Yeh, Thomas Lavergne, Pierre Zweigenbaum
arXiv_CL
arXiv_CL
Bert
Action
Relation
Few-Shot
Relation_Extraction
Medical
Prediction
PDF
2022-04-21
Few-shot learning for medical text: A systematic review
Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
arXiv_CL
arXiv_CL
Recognition
Text_Classification
Review
Action
Classification
Few-Shot
Attention
Medical
PDF
2022-04-21
Working memory inspired hierarchical video decomposition with transformative representations
Binjie Qin, Haohao Mao, Ruipeng Zhang, Yueqi Zhu, Song Ding, Xu Chen
arXiv_CV
arXiv_CV
Sparse
RNN
Pose
Action
Medical
CNN
PDF
2022-04-21
MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering
Xinyu Ma, Xu Chu, Yasha Wang, Hailong Yu, Liantao Ma, Wen Tang, Junfeng Zhao
arXiv_AI
arXiv_AI
Represenation_Learning
Knowledge
Pose
Action
Relation
Medical
CNN
Prediction
PDF
2022-04-21
Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter
Amelie Wührl, Roman Klinger
arXiv_CL
arXiv_CL
Recognition
Knowledge
Action
Relation
Relation_Extraction
Medical
PDF
2022-04-21
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie Hyland, Maria Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Medical
Inference
Language_Model
PDF
2022-04-20
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Doğan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Naveen Sivadasan, Zhiyong Lu
arXiv_CL
arXiv_CL
Transformer
OCR
Review
Classification
GAN
Medical
PDF
2022-04-20
Time-based Self-supervised Learning for Wireless Capsule Endoscopy
Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Deep_Learning
Detection
Medical
PDF
2022-04-20
Fetal Brain Tissue Annotation and Segmentation Challenge Results
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, et al. (3 additional authors not shown)
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Optimization
Quantitative
Deep_Learning
GAN
Medical
PDF
2022-04-20
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization
Changjie Lu, Shen Zheng, Gaurav Gupta
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
Quantitative
Medical
Matching
PDF
2022-04-20
A Survey of Video-based Action Quality Assessment
Shunli Wang, Dingkang Yang, Peng Zhai, Qing Yu, Tao Suo, Zhan Sun, Ka Li, Lihua Zhang
arXiv_CV
arXiv_CV
Surveillance
Recognition
Survey
Action_Recognition
Action
Medical
Video_Retrieval
PDF
2022-04-20
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs
Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Medical
QA
Recommendation
PDF
2022-04-19
Photometric single-view dense 3D reconstruction in endoscopy
Victor M. Batlle, J.M.M. Montiel, Juan D. Tardos
arXiv_CV
arXiv_CV
Reconstruction
3D
SLAM
Medical
PDF
2022-04-19
Factors that influence the adoption of human-AI collaboration in clinical decision-making
Patrick Hemmer, Max Schemmer, Lara Riefle, Nico Rosellen, Michael Vössing, Niklas Kühl
arXiv_AI
arXiv_AI
Medical
PDF
2022-04-19
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets
Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, J iajie Peng, Zhongyu Wei
arXiv_CL
arXiv_CL
Recognition
Pose
Action
Classification
Medical
Inference
PDF
2022-04-19
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity
Nanqing Dong, Jiayi Wang, Irina Voiculescu
arXiv_CV
arXiv_CV
Classification
Medical
Matching
PDF
2022-04-19
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations
Johannes Graf, Gino Lancho, Patrick Zschech, Kai Heinrich
arXiv_AI
arXiv_AI
Knowledge
Action
Medical
PDF
2022-04-19
Binary Multi Channel Morphological Neural Network
Theodore Aouad, Hugues Talbot
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Medical
CNN
PDF
2022-04-19
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation
Qingyu Chen, Jingcheng Du, Alexis Allot, Zhiyong Lu
arXiv_AI
arXiv_AI
Transformer
Bert
Pose
Classification
Relation
Medical
Inference
PDF
2022-04-18
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Classification
Medical
PDF
2022-04-18
Tracking monocular camera pose and deformation for SLAM inside the human body
Juan J. Gomez Rodriguez, J.M.M Montiel, Juan D. Tardos
arXiv_CV
arXiv_CV
Tracking
3D
Regularization
Pose
SLAM
Medical
Autonomous
PDF
2022-04-18
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos
Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
arXiv_CV
arXiv_CV
Pose
Face
Detection
Object_Detection
Medical
CNN
PDF
2022-04-17
Continual Hippocampus Segmentation with Transformers
Amin Ranem, Camila González, Anirban Mukhopadhyay
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Pose
Action
Classification
Attention
Medical
CNN
Image_Classification
PDF
2022-04-17
U-Net and its variants for Medical Image Segmentation : A short review
Vinay Ummadi
arXiv_AI
arXiv_AI
Segmentation
Recognition
Review
Medical
PDF
2022-04-17
Deep Learning based Automatic Detection of Dicentric Chromosome
Angad Singh Wadhwa, Nikhil Tyagi, Pinaki Roy Chowdhury
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Medical
PDF
2022-04-17
AFSC: Adaptive Fourier Space Compression for Anomaly Detection
Haote Xu, Yunlong Zhang, Liyan Sun, Chenxin Li, Yue Huang, Xinghao Ding
arXiv_CV
arXiv_CV
Pose
Detection
Medical
PDF
2022-04-16
Multi-organ Segmentation Network with Adversarial Performance Validator
Haoyu Fang, Yi Fang, Xiaofeng Yang
arXiv_CV
arXiv_CV
Segmentation
3D
Optimization
Knowledge
Adversarial
Pose
GAN
Medical
CNN
PDF
2022-04-16
Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets
Ananth Reddy Bhimireddy, John Lee Burns, Saptarshi Purkayastha, Judy Wawira Gichoya
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Detection
Few-Shot
Medical
Inference
Prediction
PDF
2022-04-16
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation
Meirui Jiang, Hongzheng Yang, Chen Cheng, Qi Dou
arXiv_AI
arXiv_AI
Segmentation
Optimization
Knowledge
Pose
Medical
Prediction
PDF
2022-04-15
Accurate detection of sepsis at ED triage using machine learning with clinical natural language processing
Oleksandr Ivanov, Karen Molander, Robert Dunne, Stephen Liu, Kevin Masek, Erica Lewis, Lisa Wolf, Debbie Travers, Deena Brecher, Deb Delaney, Kyla Montgomery, Christian Reilly
arXiv_CL
arXiv_CL
Pose
Detection
GAN
Medical
PDF
2022-04-15
$Upsilon$-Net: A Spatiospectral Network for Retinal OCT Segmentation
Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-04-15
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning
Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, M. Hassan Murad, Chitta Baral
arXiv_CL
arXiv_CL
Knowledge
Pose
Few-Shot
Medical
PDF
2022-04-15
Evaluating Factuality in Text Simplification
Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li
arXiv_CL
arXiv_CL
Attention
Summarization
Medical
PDF
2022-04-15
Mixture of Experts for Biomedical Question Answering
Damai Dai, Wenbin Jiang, Jiyuan Zhang, Weihua Peng, Yajuan Lyu, Zhifang Sui, Baobao Chang, Yong Zhu
arXiv_CL
arXiv_CL
Transformer
Sparse
Pose
Attention
Medical
QA
PDF
2022-04-15
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Medical
PDF
2022-04-14
Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma
Alexandre H. Thiery, Fabian Braeu, Tin A. Tun, Tin Aung, Michael J.A. Girard
arXiv_CV
arXiv_CV
Point_Cloud
3D
Pose
Deep_Learning
Medical
CNN
PDF
2022-04-14
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections
Dario Sitnik, Ivica Kopriva
arXiv_CV
arXiv_CV
Segmentation
Pose
GAN
Medical
PDF
2022-04-14
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making
Max Schemmer, Patrick Hemmer, Niklas Kühl, Carina Benz, Gerhard Satzger
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-04-14
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume
Jianye Pang, Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
arXiv_AI
arXiv_AI
Transformer
3D
Pose
GAN
Medical
Prediction
PDF
2022-04-13
Towards Metrical Reconstruction of Human Faces
Wojciech Zielonka, Timo Bolkart, Justus Thies
arXiv_CV
arXiv_CV
Reconstruction
Tracking
Recognition
3D
Self-Supervised
Face
Action
Face_Recognition
Medical
Prediction
PDF
2022-04-13
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts
Irene Li, Keen You, Xiangru Tang, Yujie Qiao, Lucas Huang, Chia-Chun Hsieh, Benjamin Rosand, Dragomir Radev
arXiv_CL
arXiv_CL
Recognition
Face
Action
Attention
Summarization
Medical
PDF
2022-04-13
CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning
Maged Abdalla Helmy Abdou, Paulo Ferreira, Eric Jul, Tuyen Trung Truong
arXiv_CV
arXiv_CV
Deep_Learning
Medical
PDF
2022-04-13
A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes
Dongxu Zhang, Sunil Mohan, Michaela Torkar, Andrew McCallum
arXiv_CL
arXiv_CL
Action
Relation
Relation_Extraction
Medical
PDF
2022-04-13
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Deep_Learning
GAN
Medical
PDF
2022-04-12
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
arXiv_CL
arXiv_CL
Knowledge
Pose
Detection
Medical
Inference
Prediction
PDF
2022-04-12
Membership-Mappings for Practical Secure Distributed Deep Learning
Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Medical
PDF
2022-04-12
LifeLonger: A Benchmark for Continual Disease Classification
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
arXiv_CV
arXiv_CV
Recognition
Knowledge
Classification
Deep_Learning
Medical
PDF
2022-04-12
How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds
Pierre-Louis Antonsanti, Thomas Benseghir, Vincent Jugnon, Mario Ghosn, Perrine Chassat, Irène Kaltenmark, Joan Glaunès
arXiv_CV
arXiv_CV
Embedding
3D
Pose
Face
Medical
Matching
PDF
2022-04-12
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition
Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan
arXiv_CL
arXiv_CL
Recognition
Pose
Attention
GAN
Medical
Prediction
PDF
2022-04-11
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space
Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Deep_Learning
GAN
Medical
Prediction
PDF
2022-04-11
Segmentation-Consistent Probabilistic Lesion Counting
Julien Schroeter, Chelsea Myers-Colet, Douglas L Arnold, Tal Arbel
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Medical
Prediction
PDF
2022-04-11
Access to care: analysis of the geographical distribution of healthcare using Linked Open Data
Selene Baez Santamaria, Emmanouil Manousogiannis, Guusje Boomgaard, Linh P. Tran, Zoltan Szlavik, Robert-Jan Sips
arXiv_AI
arXiv_AI
Knowledge
Pose
Medical
PDF
2022-04-11
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data
Vishal Sunder, Prashant Serai, Eric Fosler-Lussier
arXiv_CL
arXiv_CL
Recognition
Speech
Classification
Speech_Recognition
Medical
PDF
2022-04-11
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
Hongyi Yuan, Zheng Yuan, Sheng Yu
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
Inference
PDF
2022-04-11
Segmentation Network with Compound Loss Function for Hydatidiform Mole Hydrops Lesion Recognition
Chengze Zhu, Pingge Hu, Xianxu Zeng, Xingtong Wang, Zehua Ji, Li Shi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Pose
Medical
PDF
2022-04-11
Autonomous Mobile Clinics: Empowering Affordable Anywhere Anytime Healthcare Access
Shaoshan Liu, Yuzhang Huang, Leiyu Shi
arXiv_AI
arXiv_AI
Medical
Autonomous
PDF
2022-04-10
MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction
Saadullah Amin, Pasquale Minervini, David Chang, Günter Neumann, Pontus Stenetorp
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Action
Relation
Relation_Extraction
GAN
Medical
PDF
2022-04-10
Data Augmentation for Biomedical Factoid Question Answering
Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos
arXiv_AI
arXiv_AI
Transformer
Embedding
Medical
Language_Model
PDF
2022-04-09
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology
James M Dolezal, Andrew Srisuwananukorn, Dmitry Karpeyev, Siddhi Ramesh, Sara Kochanny, Brittany Cody, Aaron Mansfield, Sagar Rakshit, Radhika Bansa, Melanie Bois, Aaron O Bungum, Jefree J Schulte, Everett E Vokes, Marina Chiara Garassino, Aliya N Husain, Alexander T Pearson
arXiv_CV
arXiv_CV
Unsupervised
Deep_Learning
Medical
Prediction
PDF
2022-04-09
Ultrasound Signal Processing: From Models to Deep Learning
Ben Luijten, Nishith Chennakeshava, Yonina C. Eldar, Massimo Mischi, Ruud J.G. van Sloun
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Deep_Learning
Medical
PDF
2022-04-08
BioRED: A Comprehensive Biomedical Relation Extraction Dataset
Ling Luo, Po-Ting Lai, Chih-Hsuan Wei, Cecilia N Arighi, Zhiyong Lu
arXiv_CL
arXiv_CL
Recognition
Bert
Knowledge
Review
Action
Relation
Relation_Extraction
Medical
PDF
2022-04-08
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining
Alexander Yalunin, Alexander Nesterov, Dmitriy Umerenkov
arXiv_AI
arXiv_AI
Recognition
Bert
Text_Classification
Classification
Medical
Inference
Language_Model
PDF
2022-04-08
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu
arXiv_CL
arXiv_CL
Recognition
Summarization
Medical
Language_Model
PDF
2022-04-08
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Attention
Medical
CNN
PDF
2022-04-08
CD$^2$-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
Yiqing Shen, Yuyin Zhou, Lequan Yu
arXiv_CV
arXiv_CV
Regularization
Pose
Medical
PDF
2022-04-08
Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation
Ting-Wei Cheng, Jerry Chang, Ching-Chun Huang, Chin Kuo, Yun-Chien Cheng
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Adversarial
Pose
Medical
CNN
Prediction
PDF
2022-04-08
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions
Jiazhao Li, Corey Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, V.G.Vinod Vydiswaran
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-04-07
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes
Valerio Guarrasi, Paolo Soda
arXiv_CV
arXiv_CV
Optimization
Deep_Learning
Medical
Prediction
PDF
2022-04-07
Pneumonia Detection in Chest X-Rays using Neural Networks
Narayana Darapaneni, Ashish Ranjan, Dany Bright, Devendra Trivedi, Ketul Kumar, Vivek Kumar, Anwesh Reddy Paduri
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-04-07
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Kyle J. Myers, Prabhat KC, Rongping Zeng, Mark A. Anastasio
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Optimization
Adversarial
GAN
Medical
PDF
2022-04-07
Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation
Sangjoon Park, Jong Chul Ye
arXiv_CV
arXiv_CV
Transformer
Pose
Medical
PDF
2022-04-07
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces
Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson
arXiv_CV
arXiv_CV
Transformer
Pose
Face
Classification
Deep_Learning
Attention
Medical
CNN
Prediction
PDF
2022-04-07
Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-04-07
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer
Liutao Yang, Zhongnian, Li, Rongjun, Ge, Junyong, Zhao, Haipeng, Si, Daoqiang Zhang
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Pose
Relation
Denoising
Attention
Medical
PDF
2022-04-07
Flexible Sampling for Long-tailed Skin Lesion Classification
Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, Paul Bonnington, Zongyuan Ge
arXiv_CV
arXiv_CV
Pose
Classification
Medical
Inference
PDF
2022-04-06
PlutoNet: An Efficient Polyp Segmentation Network
Tugberk Erol, Duygu Sarikaya
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-04-06
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System
Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
arXiv_CV
arXiv_CV
Unsupervised
Pose
Detection
Object_Detection
Medical
PDF
2022-04-06
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization
Brydon Parker, Alik Sokolov, Mahtab Ahmed, Matt Kalebic, Sedef Akinli Kocak, Ofer Shai
arXiv_CL
arXiv_CL
Knowledge
Denoising
Summarization
Medical
PDF
2022-04-06
Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach
Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof
arXiv_CV
arXiv_CV
Segmentation
Pose
Detection
Medical
PDF
2022-04-06
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis
Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen
arXiv_CV
arXiv_CV
Knowledge
Attention
Medical
PDF
2022-04-06
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid
arXiv_CV
arXiv_CV
Enhancement
Optimization
Face
Classification
Deep_Learning
Medical
Image_Classification
Prediction
PDF
2022-04-05
Federated Cross Learning for Medical Image Segmentation
Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia
arXiv_CV
arXiv_CV
Segmentation
Pose
Quantitative
Deep_Learning
Medical
PDF
2022-04-05
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation
Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Fr/'ed/'eric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
arXiv_AI
arXiv_AI
Segmentation
3D
Knowledge
Pose
Action
Deep_Learning
Medical
PDF
2022-04-05
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding
Ricky K. Taira, Anders O. Garlid, William Speier
arXiv_CL
arXiv_CL
Face
Medical
PDF
2022-04-05
HyperBox: A Supervised Approach for Hypernym Discovery using Box Embeddings
Maulik Parmar, Dr. Apurva Narayan
arXiv_CL
arXiv_CL
Embedding
Knowledge
Ontology
Relation
Medical
PDF
2022-04-04
Experimental quantum adversarial learning with programmable superconducting qubits
Wenhui Ren, Weikang Li, Shibo Xu, Ke Wang, Wenjie Jiang, Feitong Jin, Xuhao Zhu, Jiachen Chen, Zixuan Song, Pengfei Zhang, Hang Dong, Xu Zhang, Jinfeng Deng, Yu Gao, Chuanyu Zhang, Yaozu Wu, Bing Zhang, Qiujiang Guo, Hekang Li, Zhen Wang, Jacob Biamonte, Chao Song, Dong-Ling Deng, H. Wang
arXiv_AI
arXiv_AI
Adversarial
Pose
Medical
Prediction
PDF
2022-04-04
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection
Eike Petersen, Aasa Feragen, Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz
arXiv_CV
arXiv_CV
3D
Knowledge
Face
Action
Classification
Detection
Relation
Medical
CNN
PDF
2022-04-04
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals
Luis Guarda, Juan Tapia, Enrique Lopez Droguett, Marcelo Ramos
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Relation
Medical
CNN
PDF
2022-04-04
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models
Ashkan Khakzar, Yawei Li, Yang Zhang, Mirac Sanisoglu, Seong Tae Kim, Mina Rezaei, Bernd Bischl, Nassir Navab
arXiv_CV
arXiv_CV
Salient
Pose
Quantitative
Medical
CNN
PDF
2022-04-04
Generalized Zero Shot Learning For Medical Image Classification
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Pose
Classification
Medical
Image_Classification
PDF
2022-04-04
Stacked Tensegrity Mechanism for Medical Application
Dhruva Khanzode (CSIR), Ranjan Jha (CSIR), Emilie Duchalais (CHU Nantes), Damien Chablat (ReV)
arXiv_RO
arXiv_RO
Optimization
Medical
PDF
2022-04-04
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction
Sanskriti Singh
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Detection
Medical
PDF
2022-04-03
Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management
Ritesh Chandra, Sonali Agarwal, Navjot Singh
arXiv_AI
arXiv_AI
Pose
Ontology
Face
Detection
Medical
Inference
PDF
2022-04-03
A sequence-to-sequence approach for document-level relation extraction
John Giorgi, Gary D. Bader, Bo Wang
arXiv_CL
arXiv_CL
OCR
Action
Relation
Relation_Extraction
Medical
PDF
2022-04-03
Exemplar Learning for Medical Image Segmentation
Qing En, Yuhong Guo
arXiv_CV
arXiv_CV
Segmentation
Embedding
Knowledge
Self-Supervised
Pose
GAN
Medical
PDF
2022-04-02
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation
Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Quantitative
Deep_Learning
Detection
GAN
Medical
PDF
2022-04-02
Mix-up Self-Supervised Learning for Contrast-agnostic Applications
Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Self-Supervised
Classification
Detection
Object_Detection
Attention
Medical
Image_Classification
Prediction
PDF
2022-04-01
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Lio, Daniel Rueckert, Yonina C. Eldar, Guang Yang
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Adversarial
Survey
Deep_Learning
Detection
Attention
GAN
Medical
CNN
Recommendation
PDF
2022-04-01
Multimodal Clustering with Role Induced Constraints for Speaker Diarization
Nikolaos Flemotomos, Shrikanth Narayanan
arXiv_SD
arXiv_SD
Speech
Pose
Action
Medical
PDF
2022-04-01
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation
Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu
arXiv_AI
arXiv_AI
Transformer
Segmentation
3D
Represenation_Learning
Self-Supervised
Pose
Medical
CNN
PDF
2022-04-01
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition
Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Athanasios Katsamanis, Vassilis Katsouros
arXiv_AI
arXiv_AI
Recognition
Zero-Shot
Speech
Pose
Detection
Speech_Recognition
Medical
Language_Model
PDF
2022-04-01
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations
Sihang Zeng, Zheng Yuan, Sheng Yu
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Contrastive_Learning
Relation
Medical
Language_Model
PDF
2022-04-01
PriMock57: A Dataset Of Primary Care Mock Consultations
Alex Papadopoulos Korfiatis, Francesco Moramarco, Radmila Sarac, Aleksandar Savkov
arXiv_CL
arXiv_CL
Recognition
Speech
Speech_Recognition
Medical
PDF
2022-04-01
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization
Georgios Katsimpras, Georgios Paliouras
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Summarization
Medical
PDF
2022-03-31
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks
Zahraa Sh. Aaraji, Hawraa H. Abbas
arXiv_CV
arXiv_CV
Segmentation
Classification
Deep_Learning
Detection
Medical
CNN
Prediction
PDF
2022-03-31
Restoring Vision through Retinal Implants - A Systematic Literature Review
Magali Andreia Rossi, Sylviane da Silva Vitor
arXiv_CV
arXiv_CV
Restoration
Review
Medical
PDF
2022-03-30
Improving Speech Recognition for Indic Languages using Language Model
Ankur Dhuriya, Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan
arXiv_CL
arXiv_CL
Recognition
Speech
Speech_Recognition
Medical
Language_Model
PDF
2022-03-30
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Pose
Face
Deep_Learning
Medical
PDF
2022-03-30
Position-based Prompting for Health Outcome Generation
M. Abaho, D. Bollegala, P. Williamson, S. Dodd
arXiv_CL
arXiv_CL
Knowledge
Attention
Medical
Language_Model
PDF
2022-03-30
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Detection
Relation
Object_Detection
Medical
PDF
2022-03-30
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Summarization
Medical
Inference
PDF
2022-03-29
LinkBERT: Pretraining Language Models with Document Links
Michihiro Yasunaga, Jure Leskovec, Percy Liang
arXiv_CL
arXiv_CL
Bert
Knowledge
Self-Supervised
Pose
Relation
Few-Shot
Medical
Language_Model
Prediction
QA
PDF
2022-03-29
Target and Task specific Source-Free Domain Adaptive Image Segmentation
Vibashan VS, Jeya Maria Jose Valanarasu, Vishal M. Patel
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Pose
Denoising
Medical
Inference
PDF
2022-03-29
Few-shot Structured Radiology Report Generation Using Natural Language Prompts
Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab
arXiv_CV
arXiv_CV
Pose
Few-Shot
Medical
PDF
2022-03-29
Image Segmentation with Adaptive Spatial Priors from Joint Registration
Haifeng Li, Weihong Guo, Jun Liu, Li Cui, Dongxing Xie
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Medical
PDF
2022-03-29
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis
Yunlong Zhang, Xin Lin, Yihong Zhuang, LiyanSun, Yue Huang, Xinghao Ding, Guisheng Wang, Lin Yang, Yizhou Yu
arXiv_CV
arXiv_CV
Segmentation
Enhancement
Adversarial
Pose
Image_Enhancement
GAN
Medical
PDF
2022-03-29
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection
Arshi Parvaiz, Muhammad Anwaar Khalid, Rukhsana Zafar, Huma Ameer, Muhammad Ali, Muhammad Moazam Fraz
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Review
Survey
Classification
Detection
Attention
Medical
Caption
PDF
2022-03-29
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
Tony C. W. Mok, Albert C. S. Chung
arXiv_CV
arXiv_CV
Transformer
3D
Medical
CNN
Matching
PDF
2022-03-29
Min-Max Similarity: A Contrastive Learning Based Semi-Supervised Learning Network for Surgical Tools Segmentation
Ange Lou, Xing Yao, Ziteng Liu, Jack Noble
arXiv_CV
arXiv_CV
Segmentation
Pose
Contrastive_Learning
Quantitative
Medical
Prediction
PDF
2022-03-28
A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification
Sairamvinay Vijayaraghavan, David Haddad, Shikun Huang, Seongwoo Choi
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Medical
Prediction
PDF
2022-03-28
Offline-Online Learning of Deformation Model for Cable Manipulation with Graph Neural Networks
Changhao Wang, Yuyou Zhang, Xiang Zhang, Zheng Wu, Xinghao Zhu, Shiyu Jin, Te Tang, Masayoshi Tomizuka
arXiv_RO
arXiv_RO
Quantitative
Medical
PDF
2022-03-28
Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
arXiv_CV
arXiv_CV
Reinforcement_Learning
Deep_Learning
Denoising
GAN
Medical
CNN
PDF
2022-03-28
Hierarchical Transformer Model for Scientific Named Entity Recognition
Urchade Zaratiana, Pierre Holat, Nadi Tomeh, Thierry Charnois
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Knowledge
Knowledge_Graph
Action
Relation
Relation_Extraction
Medical
PDF
2022-03-28
Translation Consistent Semi-supervised Segmentation for 3D Medical Images
Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro
arXiv_AI
arXiv_AI
Segmentation
3D
Pose
Medical
PDF
2022-03-28
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection
Choubo Ding, Guansong Pang, Chunhua Shen
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
Medical
PDF
2022-03-27
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering
Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu
arXiv_AI
arXiv_AI
Medical
QA
PDF
2022-03-27
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation
Hritam Basak, Rohit Kundu, Ram Sarkar
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Attention
Medical
CNN
PDF
2022-03-26
Medical Dataset Classification for Kurdish Short Text over Social Media
Ari M. Saeed, Shnya R. Hussein, Chro M. Ali, Tarik A. Rashid
arXiv_CL
arXiv_CL
Text_Classification
Face
Classification
Medical
PDF
2022-03-26
SGDR: Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation
Shuai Wang, Li Rui
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Medical
PDF
2022-03-26
RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
arXiv_CV
arXiv_CV
Medical
PDF
2022-03-26
Analyzing Medical Data with Process Mining: a COVID-19 Case Study
Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M.P. van der Aalst, Lukas Martin, Gernot Marx
arXiv_AI
arXiv_AI
Medical
PDF
2022-03-25
Learning to segment fetal brain tissue from noisy annotations
Davood Karimi, Caitlin K. Rollins, Clemente Velasco-Annis, Abdelhakim Ouaalam, Ali Gholipour
arXiv_AI
arXiv_AI
Segmentation
3D
Pose
Quantitative
Deep_Learning
Medical
PDF
2022-03-25
Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis
Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab
arXiv_CV
arXiv_CV
Reinforcement_Learning
Self-Supervised
Pose
Classification
Medical
Prediction
PDF
2022-03-25
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kumar
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
PDF
2022-03-25
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies
Muhammad Zaigham Zaheer, Jin Ha Lee, Arif Mahmood, Marcella Astrid, Seung-Ik Lee
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Adversarial
Pose
Classification
Detection
Medical
PDF
2022-03-25
ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation
Antonios Georgiadis, Varun Babbar, Fran Silavong, Sean Moran, Rob Otter
arXiv_CV
arXiv_CV
Segmentation
Style_Transfer
Pose
Face
Quantitative
Deep_Learning
Denoising
GAN
Medical
PDF
2022-03-25
EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing
Ruixuan Wang, Dongning Ma, Xun Jiao
arXiv_AI
arXiv_AI
Recognition
Pose
Classification
Medical
Activity
Prediction
PDF
2022-03-25
Analysis of the Production Strategy of Mask Types in the COVID-19 Environment
Xiangri Lu, Zhanqing Wang, Hongbin Ma
arXiv_CV
arXiv_CV
Medical
PDF
2022-03-25
Facial Expression Recognition with Swin Transformer
Jun-Hwa Kim, Namho Kim, Chee Sun Won
arXiv_CV
arXiv_CV
Transformer
Recognition
Pose
Deep_Learning
Medical
PDF
2022-03-25
From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks
Rui She, Pingyi Fan
arXiv_AI
arXiv_AI
Unsupervised
Adversarial
Pose
Deep_Learning
Detection
GAN
Medical
PDF
2022-03-25
Interpretation of Chest x-rays affected by bullets using deep transfer learning
Shaheer Khan, Azib Farooq, Israr Khan, Muhammad Gulraiz Khan, Abdul Razzaq
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
Deep_Learning
Detection
GAN
Medical
PDF
2022-03-24
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
Sabri Eyuboglu, Maya Varma, Khaled Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Quantitative
Medical
PDF
2022-03-24
Generating Scientific Claims for Zero-Shot Scientific Fact Checking
Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Medical
PDF
2022-03-24
Intrinsic Bias Identification on Medical Image Datasets
Shijie Zhang, Lanjun Wang, Lian Ding, Senhua Zhu, Dandan Tu
arXiv_CV
arXiv_CV
Pose
Medical
PDF
2022-03-24
When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study
Alexandros Shikun Zhang, Naomi Fengqi Li
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Medical
CNN
Image_Classification
PDF
2022-03-24
Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing
Suzanna Schmeelk, Martins Samuel Dogo, Yifan Peng, Braja Gopal Patra
arXiv_CL
arXiv_CL
Knowledge
Action
Classification
Medical
Language_Model
PDF
2022-03-23
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan
arXiv_AI
arXiv_AI
Pose
Medical
Prediction
PDF
2022-03-23
Improving the Fairness of Chest X-ray Classifiers
Haoran Zhang, Natalie Dullerud, Karsten Roth, Lauren Oakden-Rayner, Stephen Robert Pfohl, Marzyeh Ghassemi
arXiv_CV
arXiv_CV
Deep_Learning
Medical
PDF
2022-03-23
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels
Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Knowledge
Pose
Medical
CNN
Prediction
PDF
2022-03-23
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images
Andres Diaz-Pinto, Sachidanand Alle, Alvin Ihsani, Muhammad Asad, Vishwesh Nath, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sebastien Ourselin, Andrew Feng, M. Jorge Cardoso
arXiv_CV
arXiv_CV
Segmentation
3D
Face
Medical
PDF
2022-03-23
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
Hyungjin Chung, Eun Sun Lee, Jong Chul Ye
arXiv_AI
arXiv_AI
Super_Resolution
Pose
Denoising
Medical
PDF
2022-03-23
Cell segmentation from telecentric bright-field transmitted light microscopic images using a Residual Attention U-Net: a case study on HeLa line
Ali Ghaznavi, Renata Rychtarikova, Mohammadmehdi Saberioon, Dalibor Stys
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Deep_Learning
Attention
Medical
PDF
2022-03-23
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations
Steven Hicks, Andrea Storås, Michael Riegler, Cise Midoglu, Malek Hammou, Thomas de Lange, Sravanthi Parasa, Pål Halvorsen, Inga Strümke
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Medical
PDF
2022-03-23
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging
Kerstin Hammernik, Thomas Küstner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knoll, Mehmet Akçakaya
arXiv_CV
arXiv_CV
Reconstruction
Review
Deep_Learning
Medical
PDF
2022-03-22
4D-OR: Semantic Scene Graphs for OR Domain Modeling
Ege Özsoy, Evin Pınar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab
arXiv_CV
arXiv_CV
Pose
Action
Relation
Medical
Prediction
PDF
2022-03-22
Was that so hard? Estimating human classification difficulty
Morten Rieger Hannemose, Josefine Vilsbøll Sundgaard, Niels Kvorning Ternov, Rasmus R. Paulsen, Anders Nymark Christensen
arXiv_CV
arXiv_CV
Embedding
Classification
Relation
Medical
PDF
2022-03-22
Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder
Yu Tian, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W Verjans, Gustavo Carneiro
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Unsupervised
Self-Supervised
Detection
Object_Detection
Attention
Medical
PDF
2022-03-22
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain
Rodrigo de Barros Vimieiro, Chuang Niu, Hongming Shan, Lucas Rodrigues Borges, Ge Wang, Marcelo Andrade da Costa Vieira
arXiv_CV
arXiv_CV
Restoration
Pose
Deep_Learning
Relation
Medical
CNN
PDF
2022-03-22
Are You Misinformed? A Study of Covid-Related Fake News in Bengali on Facebook
Protik Bose Pranto, Syed Zami-Ul-Haque Navid, Protik Dey, Gias Uddin, Anindya Iqbal
arXiv_CL
arXiv_CL
Bert
Face
Medical
PDF
2022-03-22
Analysis of Disfluencies for automatic detection of Mild Cognitive Impartment: a deep learning approach
Karmele Lopez-de-Ipiña, Unai Martinez de Lizarduy, Pilar Calvo, Blanca Beita, Joseba García-Melero, Miriam Ecay-Torres, Ainara Estanga, Marcos Faundez-Zanuy
arXiv_SD
arXiv_SD
Speech
Deep_Learning
Detection
Medical
CNN
PDF
2022-03-22
Conditional Generative Data Augmentation for Clinical Audio Datasets
Matthias Seibold, Armando Hoch, Mazda Farshad, Nassir Navab, Philipp Fürnstahl
arXiv_SD
arXiv_SD
Adversarial
Pose
Classification
GAN
Medical
PDF
2022-03-22
Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction