Title
HealthBench: Evaluating Large Language Models Towards Improved Human Health Rahul Arora Jason W. Wei Rebecca Soskin Hicks Preston Bowman Joaquin Quiñonero Candela ... Meghan Shah Andrea Vallone Alex Beutel Johannes Heidecke K. Singhal LM&MA AI4MH ELM 52 0 0 13 May 2025
CAG-VLM: Fine-Tuning of a Large-Scale Model to Recognize Angiographic Images for Next-Generation Diagnostic Systems Yuto Nakamura Satoshi Kodera Haruki Settai Hiroki Shinohara Masatsugu Tamura Tomohiro Noguchi Tatsuki Furusawa Ryo Takizawa Tempei Kabayama Norihiko Takeda LM&MA 36 0 0 08 May 2025
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning Tianyu Liu Simeng Han Xiao Luo Haoyu Wang Pan Lu ... Arman Cohan Hua Xu Mark B. Gerstein James Zou Hongyu Zhao 39 0 0 03 May 2025
DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning Yining Zhao Ali Braytee Mukesh Prasad VLM MedIm 35 0 0 13 Apr 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 38 0 0 10 Apr 2025
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction Kyoyun Choi Byungmu Yoon Soobum Kim Jonggwon Park 38 0 0 10 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text? Julio Silva-Rodríguez Jose Dolz Ismail ben Ayed VLM MedIm 38 0 0 07 Apr 2025
GEMA-Score: Granular Explainable Multi-Agent Score for Radiology Report Evaluation Zhenxuan Zhang Kinhei Lee Weihang Deng Huichi Zhou Zihao Jin Jiahao Huang Zhifan Gao D. C. Marshall Yingying Fang G. Yang MedIm 41 1 0 07 Mar 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 36 3 0 27 Feb 2025
Vision Language Models in Medicine Beria Chingnabe Kalpelbe Angel Gabriel Adaambiik Wei Peng VLM LM&MA 89 2 0 24 Feb 2025
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing Maria Efimovich Jayden Lim Vedant Mehta Ethan Poon 71 0 0 16 Dec 2024
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 96 0 0 28 Nov 2024
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation Steven Song Anirudh Subramanyam Irene Madejski Robert L. Grossman MedIm VLM 109 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
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 63 1 0 12 Nov 2024
RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models Serena Zhang Siyang Song Oishi Banerjee J. N. Acosta L. John Fahrner Pranav Rajpurkar VLM 36 0 0 01 Nov 2024
Image-aware Evaluation of Generated Medical Reports Gefen Dawidowicz Elad Hirsch A. Tal 32 1 0 22 Oct 2024
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine Lingxiao Luo Bingda Tang Xuanzhong Chen Rong Han Ting Chen VLM 26 2 0 16 Oct 2024
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging Noel C. F. Codella Ying Jin Shrey Jain Yu Gu Ho Hin Lee ... Lei Li Thomas Lin Ivan Tarapov M. Lungren Mu-Hsin Wei LM&MA VLM MedIm 48 8 0 09 Oct 2024
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies Ameer Hamza Abdullah Yong Hyun Ahn Sungyoung Lee Seong Tae Kim 26 2 0 07 Oct 2024
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation Ahmed Abdulaal Hugo Fry Nina Montaña-Brown Ayodeji Ijishakin Jack Gao Stephanie L. Hyland Daniel C. Alexander Daniel Coelho De Castro MedIm 36 8 0 04 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 40 2 0 01 Oct 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE Xun Zhu Ying Hu Fanbin Mo Miao Li Ji Wu 49 8 0 26 Sep 2024
SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation Jinge Wu Yunsoo Kim Daqian Shi David Cliffton Fenglin Liu Honghan Wu 28 0 0 20 Sep 2024
HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation J. N. Acosta Xiaoman Zhang Siddhant Dogra Hong-Yu Zhou Seyedmehdi Payabvash Guido J. Falcone Eric K. Oermann Pranav Rajpurkar MedIm 25 0 0 19 Sep 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 33 3 0 09 Sep 2024
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 35 1 0 30 Aug 2024
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Jonggwon Park Soobum Kim Byungmu Yoon Jihun Hyun Kyoyun Choi LM&MA 30 4 0 29 Aug 2024
ReXamine-Global: A Framework for Uncovering Inconsistencies in Radiology Report Generation Metrics Oishi Banerjee Agustina Saenz Kay Wu Warren Clements Adil Zia ... Lars Heiliger Moon Kim Johannes Haubold F. Jonske Pranav Rajpurkar 24 2 0 29 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 42 18 0 23 Aug 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology Panagiotis Fytas Anna Breger Ian Selby Simon Baker Shahab Shahipasand Anna Korhonen 26 0 0 07 Aug 2024
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring Shreyank N. Gowda David A. Clifton MedIm 37 1 0 23 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 58 8 0 21 Jul 2024
GPT-4V Cannot Generate Radiology Reports Yet Yuyang Jiang Chacha Chen Dang Nguyen Benjamin M. Mervak Chenhao Tan LM&MA 43 2 0 16 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
RaTEScore: A Metric for Radiology Report Generation W. Zhao Chaoyi Wu X. Zhang Ya Zhang Yanfeng Wang Weidi Xie 24 8 0 24 Jun 2024
Harnessing Knowledge Retrieval with Large Language Models for Clinical Report Error Correction Jinge Wu Zhaolong Wu Abul Hasan Yunsoo Kim Jason PY Cheung Teng Zhang Honghan Wu 3DV 35 0 0 21 Jun 2024
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary Xingmeng Zhao Tongnian Wang Anthony Rios LM&MA 57 0 0 20 Jun 2024
Infusing clinical knowledge into tokenisers for language models Abul Hasan Jinge Wu Quang Ngoc Nguyen Salomé Andres Imane Guellil Huayu Zhang Arlene Casey Beatrice Alex Bruce Guthrie Honghan Wu 43 1 0 20 Jun 2024
Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation Oishi Banerjee Hong-Yu Zhou Subathra Adithan Stephen Kwak Kay Wu Pranav Rajpurkar MedIm 47 3 0 10 Jun 2024
MAIRA-2: Grounded Radiology Report Generation Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro Anton Schwaighofer Sam Bond-Taylor ... Anja Thieme M. Lungren Maria T. A. Wetscherek Javier Alvarez-Valle Stephanie L. Hyland 42 33 0 06 Jun 2024
FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores Alyssa Huang Oishi Banerjee Kay Wu Eduardo Pontes Reis Pranav Rajpurkar MedIm LM&MA 37 6 0 31 May 2024
CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats Pierre J. Chambon Jean-Benoit Delbrouck Thomas Sounack Shih-Cheng Huang Zhihong Chen Maya Varma Steven QH Truong Chu The Chuong Curtis P. Langlotz LM&MA 45 11 0 29 May 2024
Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Zhusi Zhong Zhicheng Jiao Grayson Baird Harrison X. Bai Qiguang Miao 41 4 0 23 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 49 2 0 21 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining Sameer Tajdin Khanna Daniel J. Michael Marinka Zitnik Pranav Rajpurkar SSL MedIm 23 1 0 15 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 45 1 0 15 May 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 34 1 0 14 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