Resources
Database Credentialed Access
ReXPref-Prior: A MIMIC-CXR Preference Dataset for Reducing Hallucinated Prior Exams in Radiology Report Generation
Oishi Banerjee, Hong-Yu Zhou, Subathra Adithan, Stephen Kwak, Kay Wu, Pranav Rajpurkar
chest x-rays reinforcement learning hallucination
Published: Aug. 14, 2024. Version: 1.0.0
Database Credentialed Access
RadGraph2: Tracking Findings Over Time in Radiology Reports
Adam Dejl, Sameer Khanna, Patricia Therese Pile, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar
chest x-rays relation extraction disease progression information extraction radiology reports named entity recognition
Published: Aug. 8, 2024. Version: 1.0.0
Database Credentialed Access
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, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering evaluation visual question answering electronic health records benchmark multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing machine learning
Published: July 23, 2024. Version: 1.0.0
Model Credentialed Access
Me-LLaMA: Foundation Large Language Models for Medical Applications
Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Keloth, Xinyu Zhou, Huan He, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian
Published: June 5, 2024. Version: 1.0.0
Model Credentialed Access
Asclepius-R : Clinical Large Language Model Built On MIMIC-III Discharge Summaries
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
clinical notes large language model synthetic clinical notes synthetic notes asclepius open-source llm clinical llm
Published: March 25, 2024. Version: 1.1.0
Software Open Access
Transformer-DeID: Deidentification of free-text clinical notes with transformers
Callandra Moore, Lucas Bulgarelli, Tom Pollard, Alistair Johnson
deidentification neural networks transformers
Published: Nov. 2, 2023. Version: 1.0.0
Challenge Credentialed Access
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
Gregory Holste, Song Wang, Ajay Jaiswal, Yuzhe Yang, Mingquan Lin, Yifan Peng, Atlas Wang
Published: Sept. 28, 2023. Version: 1.1.0
Database Credentialed Access
ReFiSco: Report Fix and Score Dataset for Radiology Report Generation
Katherine Tian, Sina J Hartung, Andrew A Li, Jaehwan Jeong, Fardad Behzadi, Juan Calle-Toro, Subathra Adithan, Michael Pohlen, David Osayande, Pranav Rajpurkar
Published: Aug. 23, 2023. Version: 0.0
Model Credentialed Access
Medical AI Research Foundations: A repository of medical foundation models
Shekoofeh Azizi, Jan Freyberg, Laura Culp, Patricia MacWilliams, Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam
Published: April 25, 2023. Version: 1.0.0
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
cxr disease progression vision-language processing multimodal radiology chest x-ray
Published: March 17, 2023. Version: 1.0.0