Title
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care Tin Lai MedIm 73 4 0 01 Sep 2023
Can Prompt Learning Benefit Radiology Report Generation? Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 86 2 0 30 Aug 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data M. Varma Jean-Benoit Delbrouck Sarah Hooper Akshay S. Chaudhari C. Langlotz VLM CoGe 70 7 0 22 Aug 2023
Debiasing Counterfactuals In the Presence of Spurious Correlations Amar Kumar Nima Fathi Raghav Mehta Brennan Nichyporuk Jean-Pierre Falet Sotirios A. Tsaftaris Tal Arbel CML MedIm 53 5 0 21 Aug 2023
Unlocking Accuracy and Fairness in Differentially Private Image Classification Leonard Berrada Soham De J. Shen Jamie Hayes Robert Stanforth David Stutz Pushmeet Kohli Samuel L. Smith Borja Balle 69 15 0 21 Aug 2023
Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays Feng Hong Tianjie Dai Jiangchao Yao Ya Zhang Yanfeng Wang 85 0 0 17 Aug 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models K. Poudel Manish Dhakal Prasiddha Bhandari Rabin Adhikari Safal Thapaliya Bishesh Khanal VLM 144 20 0 15 Aug 2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Soroosh Tayebi Arasteh Leo Misera Jakob Nikolas Kather Daniel Truhn S. Nebelung 79 9 0 15 Aug 2023
DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks Indu Joshi Priya Upadhya Gaurav Kumar Nayak Peter Schuffler Nassir Navab AAML FedML 82 0 0 14 Aug 2023
Robustness Stress Testing in Medical Image Classification Mobarakol Islam Zeju Li Ben Glocker OOD 51 6 0 14 Aug 2023
Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI H. D. Zając Natalia-Rozalia Avlona T. O. Andersen F. Kensing Irina Shklovski 66 20 0 12 Aug 2023
Learning to Guide Human Experts via Personalized Large Language Models Debodeep Banerjee Stefano Teso Andrea Passerini LLMAG 45 0 0 11 Aug 2023
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction Sameer Tajdin Khanna Adam Dejl Kibo Yoon Q. H. Truong Han G. Duong Agustina Saenz Pranav Rajpurkar 41 10 0 09 Aug 2023
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? Nina Weng Siavash Bigdeli Eike Petersen Aasa Feragen 103 11 0 09 Aug 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations Rhys Compton Lily Zhang R. Borsoi Rajesh Ranganath OOD 100 11 0 08 Aug 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Dongkyu Kim ViT MedIm 46 13 0 08 Aug 2023
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie MedIm LM&MA 101 168 0 04 Aug 2023
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging Charles Jones Daniel Coelho De Castro Fabio De Sousa Ribeiro Ozan Oktay Melissa McCradden Ben Glocker FaML CML 108 9 0 31 Jul 2023
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 93 5 0 29 Jul 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines Matthew Barker Emma Kallina D. Ashok Katherine M. Collins Ashley Casovan Adrian Weller Ameet Talwalkar Valerie Chen Umang Bhatt 64 7 0 28 Jul 2023
Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database Mateja Napravnik Franko Hržić S. Tschauner Ivan Štajduhar 68 1 0 27 Jul 2023
Understanding Silent Failures in Medical Image Classification Till J. Bungert L. Kobelke Paul F. Jaeger UQCV 77 4 0 27 Jul 2023
Fact-Checking of AI-Generated Reports Razi Mahmood Diego Machado Reyes Ge Wang Mannudeep Kalra Pingkun Yan MedIm 73 6 0 27 Jul 2023
Towards Generalist Biomedical AI Tao Tu Shekoofeh Azizi Danny Driess M. Schaekermann Mohamed Amin ... Yossi Matias K. Singhal Peter R. Florence Alan Karthikesalingam Vivek Natarajan LM&MA MedIm AI4MH 111 277 0 26 Jul 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 46 0 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 132 51 0 24 Jul 2023
Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph Yixin Wang Zihao Lin Haoyu Dong MedIm 50 4 0 24 Jul 2023
Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations? Susu Sun Lisa M. Koch Christian F. Baumgartner 94 16 0 23 Jul 2023
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering Xinyue Hu Lin Gu Qi A. An Mengliang Zhang Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu MedIm 78 31 0 22 Jul 2023
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation Yuncheng Yang Meng Wei Junjun He J. Yang Jin Ye Yun Gu 81 7 0 22 Jul 2023
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Zihan Guan Zihao Wu Zheng Liu Dufan Wu Hui Ren Quanzheng Li Xiang Li Ninghao Liu LM&MA 84 25 0 21 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis Muhammad Osama Khan Yi Fang 66 4 0 20 Jul 2023
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Che Liu Sibo Cheng Chong Chen Mengyun Qiao Weitong Zhang Anand Shah Wenjia Bai Rossella Arcucci VLM 121 58 0 17 Jul 2023
SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography pathology prediction Mahbub Ul Alam Jaakko Hollmén Jón R. Baldvinsson R. Rahmani FAtt 99 1 0 16 Jul 2023
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei Wang Zhiyong Lu Yifan Peng 88 19 0 14 Jul 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 85 13 0 14 Jul 2023
Unified Medical Image-Text-Label Contrastive Learning With Continuous Prompt Yuhao Wang VLM MedIm 57 1 0 12 Jul 2023
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation Jian Zhang Runwei Ding Miaoju Ban Linhui Dai 93 16 0 11 Jul 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization Gangwoo Kim Hajung Kim Lei Ji Seongsu Bae Chanhwi Kim Mujeen Sung Hyunjae Kim Kun Yan E. Chang Jaewoo Kang VLM 43 2 0 10 Jul 2023
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images Nicolás Gaggion Candelaria Mosquera Lucas Mansilla Julia Mariel Saidman M. Aineseder Diego H. Milone Enzo Ferrante 64 21 0 06 Jul 2023
The Role of Subgroup Separability in Group-Fair Medical Image Classification Charles Jones Mélanie Roschewitz Ben Glocker OOD 84 10 0 06 Jul 2023
Multi-Similarity Contrastive Learning Emily Mu John Guttag Maggie Makar SSL 86 2 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 47 17 0 05 Jul 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models Michael Wornow Rahul Thapa E. Steinberg Jason Alan Fries N. Shah VLM OOD AI4MH 127 49 0 05 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 96 36 0 30 Jun 2023
Differentially Private Video Activity Recognition Zelun Luo Yuliang Zou Yijin Yang Zane Durante De-An Huang Zhiding Yu Chaowei Xiao L. Fei-Fei Anima Anandkumar PICV 85 5 0 27 Jun 2023
An empirical study of using radiology reports and images to improve ICU mortality prediction Ming-Yen Lin Song Wang Ying Ding Lihui Zhao Fei Wang Yifan Peng 53 11 0 20 Jun 2023
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation Zhongzhen Huang Xiaofan Zhang Shaoting Zhang MedIm 95 52 0 20 Jun 2023
Simple and Fast Group Robustness by Automatic Feature Reweighting Shi Qiu Andres Potapczynski Pavel Izmailov A. Wilson OOD 132 60 0 19 Jun 2023
Replace and Report: NLP Assisted Radiology Report Generation Kaveri Kale P. Bhattacharyya Kshitij Sharad Jadhav LM&MA MedIm 38 12 0 19 Jun 2023