Resources
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for 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 chest x-ray benchmark evaluation machine learning radiology deep learning multimodal electronic health records visual question answering
Published: July 19, 2024. Version: 1.0.0
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation free-text radiology reports references to priors retrieval large language models
Published: Nov. 23, 2022. Version: 1.0.0
Database Restricted Access
Application of Med-PaLM 2 in the refinement of MIMIC-CXR labels
Kendall Park, Rory Sayres, Andrew Sellergren, Tom Pollard, Fayaz Jamil, Timo Kohlberger, Charles Lau, Atilla Kiraly
Published: Feb. 4, 2025. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matthew Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-ray mimic radiology deep learning
Published: March 12, 2024. Version: 2.1.0
Database Restricted Access
Visual Question Answering evaluation dataset for MIMIC CXR
Timo Kohlberger, Charles Lau, Tom Pollard, Andrew Sellergren, Atilla Kiraly, Fayaz Jamil
Published: Jan. 28, 2025. Version: 1.0.0
Database Credentialed Access
LLaVA-Rad MIMIC-CXR Annotations
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu-Hsin Wei, Tristan Naumann, Muhao Chen, Matthew Lungren, Akshay Chaudhari, Serena Yeung, Curtis Langlotz, Sheng Wang, Hoifung Poon
Published: Jan. 24, 2025. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing mimic machine learning radiology
Published: July 23, 2024. Version: 2.1.0
Database Restricted Access
Pulmonary Edema Severity Grades Based on MIMIC-CXR
Ruizhi Liao, Geeticka Chauhan, Polina Golland, Seth Berkowitz, Steven Horng
Published: Feb. 9, 2021. Version: 1.0.1
Database Open Access
ReXErr-v1: Clinically Meaningful Chest X-Ray Report Errors Derived from MIMIC-CXR
Vishwanatha Rao, Serena Zhang, Julian Acosta, Subathra Adithan, Pranav Rajpurkar
Published: March 19, 2025. Version: 1.0.0
Database Open Access
Image-derived cardiomegaly biomarker values for 96K chest X-rays in MIMIC-CXR/MIMIC-CXR-JPG
Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W Papiez, Adam Mahdi
biomarkers mimic-cxr cpar ctr cardiomegaly
Published: Aug. 23, 2024. Version: 1.0.0