Title
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection Yanjie Wang Junwen Duan Xinyu Li Jianxin Wang MedIm 34 0 0 11 May 2025
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration Honglong Yang Shanshan Song Yi Qin Lehan Wang Haonan Wang Xinpeng Ding Qixiang Zhang Bodong Du Xiaomeng Li LM&MA 34 0 0 11 May 2025
Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions Jun Yu Li Che Liu Wenjia Bai Rossella Arcucci Cosmin I. Bercea Julia A. Schnabel 46 0 0 05 Mar 2025
Anatomical grounding pre-training for medical phrase grounding Wenjun Zhang Shakes Chandra Aaron Nicolson MedIm 28 0 0 23 Feb 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression Linjie Mu Zhongzhen Huang Shengqian Qin Yakun Zhu S. Zhang Xiaofan Zhang 44 1 0 17 Feb 2025
VICCA: Visual Interpretation and Comprehension of Chest X-ray Anomalies in Generated Report Without Human Feedback Sayeh Gholipour Picha D. Chanti A. Caplier MedIm 58 0 0 29 Jan 2025
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models Alice Heiman Xiaoman Zhang E. Chen Sung Eun Kim Pranav Rajpurkar HILM MedIm 82 0 0 27 Nov 2024
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis Bo Liu K. Zou Liming Zhan Zexin Lu Xiaoyu Dong Yidi Chen Chengqiang Xie Jiannong Cao Xiao-Ming Wu Huazhu Fu 122 0 0 25 Nov 2024
ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation Xiaoman Zhang Hong-Yu Zhou Xiaoli Yang Oishi Banerjee J. N. Acosta Josh Miller Ouwen Huang Pranav Rajpurkar LM&MA 72 3 0 22 Nov 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 25 3 0 03 Oct 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim Edward Choi MedIm DiffM 43 1 0 11 Sep 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 45 5 0 21 Jul 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation Pablo Messina René Vidal Denis Parra Álvaro Soto Vladimir Araujo MedIm 64 2 0 02 Jul 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 46 1 0 23 May 2024
A Generalist Learner for Multifaceted Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta E. Topol Pranav Rajpurkar MedIm 38 25 0 13 May 2024
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 Zhusi Zhong Jie Li Zhuoqi Ma Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Xinbo Gao Michael Atalay Zhicheng Jiao 32 0 0 05 May 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 35 5 0 24 Apr 2024
Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM Hongzhao Li Hongyu Wang Xia Sun Hua He Jun Feng 32 4 0 17 Apr 2024
Anatomical Structure-Guided Medical Vision-Language Pre-training Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng Quanli Shen Xiaobo Zhang Shujun Wang 42 5 0 14 Mar 2024
Scene Graph Aided Radiology Report Generation Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 51 1 0 08 Mar 2024
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 34 15 0 23 Nov 2023
MAIRA-1: A specialised large multimodal model for radiology report generation Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro M. Ranjit ... Noel C. F. Codella M. Lungren Maria T. A. Wetscherek Ozan Oktay Javier Alvarez-Valle 36 47 0 22 Nov 2023
Complex Organ Mask Guided Radiology Report Generation Tiancheng Gu Dongnan Liu Zhiyuan Li Weidong Cai MedIm 27 14 0 04 Nov 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images Seongsu Bae Daeun Kyung Jaehee Ryu Eunbyeol Cho Gyubok Lee ... Jungwoo Oh Lei Ji E. Chang Tackeun Kim Edward Choi 47 20 0 28 Oct 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning Wenjun Hou Yi Cheng Kaishuai Xu Wenjie Li Jiangming Liu 23 15 0 21 Oct 2023
Controllable Chest X-Ray Report Generation from Longitudinal Representations F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 33 13 0 09 Oct 2023
Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning Mengliang Zhang Xinyue Hu Lin Gu Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu 28 3 0 06 Sep 2023
Anatomy-Driven Pathology Detection on Chest X-rays Philipp Muller Felix Meissen Johannes Brandt Georgios Kaissis Daniel Rueckert 11 8 0 05 Sep 2023
Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 14 8 0 30 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 8 8 0 09 Aug 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 20 22 0 22 Jul 2023
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes Satoshi Tsutsui Winnie Pang B. Wen 29 13 0 23 Jun 2023
Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query Ho Hin Lee Alberto Santamaria-Pang J. Merkow Ozan Oktay Fernando Pérez-García Javier Alvarez-Valle Ivan Tarapov 16 3 0 09 May 2023
Interactive and Explainable Region-guided Radiology Report Generation Tim Tanida Philip Muller Georgios Kaissis Daniel Rueckert MedIm 35 110 0 17 Apr 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 27 2 0 24 Mar 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 44 120 0 27 Feb 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM 32 109 0 05 Jan 2023
Self adaptive global-local feature enhancement for radiology report generation Yuhao Wang Kai Wang Xiaohong Liu Tianrun Gao Jingyue Zhang Guangyu Wang MedIm 31 13 0 21 Nov 2022
CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays Gaurang Karwande Amarachi Mbakawe Joy T. Wu Leo Anthony Celi Mehdi Moradi Ismini Lourentzou 19 14 0 08 Aug 2022
Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays K. Yu Shantanu Ghosh Zhexiong Liu C. Deible Kayhan Batmanghelich 11 22 0 25 Jun 2022
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation Mingjie Li Wenjia Cai Karin Verspoor Shirui Pan Xiaodan Liang Xiaojun Chang MedIm 33 35 0 04 Jun 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 21 231 0 21 Apr 2022
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray Nkechinyere N. Agu Joy T. Wu Hanqing Chao Ismini Lourentzou Arjun Sharma Mehdi Moradi Pingkun Yan James A. Hendler 20 34 0 20 May 2021