Resources
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matt Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision chest x-ray radiology deep learning
Published: Nov. 14, 2019. Version: 2.0.0
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Note: Deidentified free-text clinical notes
Alistair Johnson, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic deidentification critical care electronic health record clinical notes natural language processing
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. Version: 1.0.0
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 Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest x-ray artificial intelligence dataset
Published: June 17, 2022. Version: 1.1.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision chest x-rays radiology machine learning natural language processing
Published: Sept. 19, 2019. Version: 2.0.0
Database Credentialed Access
CHIFIR: Cytology and Histopathology Invasive Fungal Infection Reports
Vlada Rozova, Anna Khanina, Jasmine Teng, Joanne Teh, Leon Worth, Monica Slavin, karin thursky, Karin Verspoor
nlp invasive fungal infections information extraction clinical documentation
Published: July 12, 2023. Version: 1.0.0