Title
Token Imbalance Adaptation for Radiology Report Generation Yuexin Wu I. Huang Xiaolei Huang MedIm 58 7 0 18 Apr 2023
Generative models improve fairness of medical classifiers under distribution shifts Ira Ktena Olivia Wiles Isabela Albuquerque Sylvestre-Alvise Rebuffi Ryutaro Tanno ... Danielle Belgrave Pushmeet Kohli Alan Karthikesalingam A. Cemgil Sven Gowal OOD MedIm 200 93 0 18 Apr 2023
BenchMD: A Benchmark for Unified Learning on Medical Images and Sensors Kathryn Wantlin Chenwei Wu Shih-Cheng Huang Oishi Banerjee Farah Z. Dadabhoy ... A. Adamson Laura Heacock G. Tison Alex Tamkin Pranav Rajpurkar SSL OOD 75 3 0 17 Apr 2023
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT Chong Ma Zihao Wu Jiaqi Wang Shaochen Xu Yaonai Wei ... Tuo Zhang Dajiang Zhu Dinggang Shen Tianming Liu Xiang Li MedIm LM&MA 99 103 0 17 Apr 2023
Fairness in AI and Its Long-Term Implications on Society Ondrej Bohdal Timothy M. Hospedales Philip Torr Fazl Barez 104 4 0 16 Apr 2023
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging Jielin Qiu Peide Huang Makiya Nakashima Jae-Hyeok Lee Jiacheng Zhu ... Byung-Hak Kim Debbie Kwon Douglas Weber Ding Zhao David Chen SSL 70 6 0 16 Apr 2023
Learning to Defer with Limited Expert Predictions Patrick Hemmer Lukas Thede Michael Vossing Johannes Jakubik Niklas Kühl 45 15 0 14 Apr 2023
Self-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class M. Nielsen Laura Wenderoth T. Sentker R. Werner AI4MH OOD 45 13 0 11 Apr 2023
Explainable AI And Visual Reasoning: Insights From Radiology Rob Kaufman David Kirsh 78 5 0 06 Apr 2023
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 77 76 0 05 Apr 2023
Video Pretraining Advances 3D Deep Learning on Chest CT Tasks Alexander Ke Shih-Cheng Huang Chloe P. O'Connell M. Klimont Serena Yeung Pranav Rajpurkar 56 8 0 02 Apr 2023
PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels H. Esfahanizadeh Adam Yala Rafael G. L. DÓliveira Andrea J. D. Jaba Victor Quach ... Tommi Jaakkola Vinod Vaikuntanathan M. Ghobadi Regina Barzilay Muriel Médard 45 0 0 31 Mar 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman VLM 73 11 0 30 Mar 2023
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation Jaehwan Jeong Katherine Tian Andrew Li Sina Hartung Fardad Behzadi Juan Calle David E Osayande M. Pohlen Subathra Adithan Pranav Rajpurkar MedIm 71 48 0 29 Mar 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 110 143 0 25 Mar 2023
Local Contrastive Learning for Medical Image Recognition S. A. Rizvi Ruixiang Tang X. Jiang X. Ma X. Hu 93 6 0 24 Mar 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays Yi Xiong Jingsong Liu Kamilia Zaripova Sahand Sharifzadeh Matthias Keicher Nassir Navab MedIm 54 2 0 24 Mar 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 102 17 0 23 Mar 2023
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis Chantal Pellegrini Matthias Keicher Ege Özsoy Petra Jirásková R. Braren Nassir Navab MedIm 53 22 0 23 Mar 2023
Human Uncertainty in Concept-Based AI Systems Katherine M. Collins Matthew Barker M. Zarlenga Naveen Raman Umang Bhatt M. Jamnik Ilia Sucholutsky Adrian Weller Krishnamurthy Dvijotham 113 41 0 22 Mar 2023
Deployment of Image Analysis Algorithms under Prevalence Shifts Patrick Godau P. Kalinowski E. Christodoulou Annika Reinke M. Tizabi Luciana Ferrer Paul Jäger Lena Maier-Hein 70 10 0 22 Mar 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation Gefen Dawidowicz Elad Hirsch A. Tal 78 15 0 21 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 114 140 0 21 Mar 2023
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer DiffM MedIm 72 28 0 20 Mar 2023
ExplainFix: Explainable Spatially Fixed Deep Networks Alex Gaudio Christos Faloutsos A. Smailagic P. Costa A. Campilho FAtt 65 3 0 18 Mar 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation Mingjie Li Bingqian Lin Zicong Chen Haokun Lin Xiaodan Liang Xiaojun Chang MedIm 82 117 0 18 Mar 2023
Unsupervised domain adaptation by learning using privileged information Adam Breitholtz Anton Matsson Fredrik D. Johansson OOD 53 2 0 16 Mar 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 103 50 0 16 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang-Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu 82 7 0 16 Mar 2023
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks Adam Breitholtz Fredrik D. Johansson OOD 55 1 0 15 Mar 2023
MGA: Medical generalist agent through text-guided knowledge transformation Weijian Huang Han Yang Cheng Li Mingtong Dai Rui Yang Shanshan Wang MedIm 31 0 0 15 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 65 14 0 13 Mar 2023
Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels Pranav Kulkarni Adway U. Kanhere Paul H. Yi V. Parekh OOD FedML 48 3 0 10 Mar 2023
Securing Biomedical Images from Unauthorized Training with Anti-Learning Perturbation Yixin Liu Haohui Ye Kai Zhang Lichao Sun MedIm 56 3 0 05 Mar 2023
Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification Alessandro Wollek Robert Graf Saša Čečatka N. Fink Theresa Willem B. Sabel Tobias Lasser 49 32 0 03 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 74 14 0 02 Mar 2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art I. Lagogiannis Felix Meissen Georgios Kaissis Daniel Rueckert OOD 161 20 0 01 Mar 2023
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 98 17 0 01 Mar 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 108 137 0 27 Feb 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Mohammad Zunaed M. Haque Taufiq Hasan OOD 85 5 0 27 Feb 2023
Improving Medical Speech-to-Text Accuracy with Vision-Language Pre-training Model Jaeyoung Huh Sangjoon Park Jeonghyeon Lee Jong Chul Ye LM&MA 45 12 0 27 Feb 2023
MDF-Net for abnormality detection by fusing X-rays with clinical data Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 54 11 0 26 Feb 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models Denis Jered McInerney Geoffrey S. Young Jan-Willem van de Meent Byron C. Wallace 79 20 0 23 Feb 2023
Vision-Language Generative Model for View-Specific Chest X-ray Generation HyunGyung Lee Dayun Lee Wonjae Kim Jin-Hwa Kim Tackeun Kim Jihang Kim Leonard Sunwoo Edward Choi LM&MA MedIm 79 9 0 23 Feb 2023
K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging Chaoyi Wu Xiaoman Zhang Yanfeng Wang Ya Zhang Weidi Xie MedIm 84 9 0 22 Feb 2023
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation Tom van Sonsbeek M. Worring 58 14 0 22 Feb 2023
BB-GCN: A Bi-modal Bridged Graph Convolutional Network for Multi-label Chest X-Ray Recognition Guoli Wang Pingping Wang Jinyu Cong Kun-Meng Liu Benzheng Wei 61 3 0 22 Feb 2023
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics Nihal Murali A. Puli Ke Yu Rajesh Ranganath Kayhan Batmanghelich AAML 84 10 0 18 Feb 2023
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility Mohammad Yaghini Patty Liu Franziska Boenisch Nicolas Papernot FedML FaML 89 9 0 17 Feb 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 127 33 0 17 Feb 2023