Resources
Database Credentialed Access
Radiology Report Expert Evaluation (ReXVal) Dataset
Feiyang Yu, Mark Endo, Rayan Krishnan, Ian Pan, Andy Tsai, Eduardo Pontes Reis, Eduardo Kaiser Ururahy Nunes Fonseca, Henrique Lee, Zahra Shakeri, Andrew Ng, Curtis Langlotz, Vasantha Kumar Venugopal, Pranav Rajpurkar
Published: June 20, 2023. Version: 1.0.0
Database Contributor Review
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
Niklas Rodemund, Andreas Kokoefer, Bernhard Wernly, Crispiana Cozowicz
intensive care clinical open data critical care machine learning
Published: June 12, 2023. Version: 1.0.6
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
machine learning health equity pulse oximetry
Published: May 8, 2023. Version: 1.0.0
Software Open Access
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms
Lucas McCullum, Benjamin Moody, Hasan Saeed, Tom Pollard, Xavier Borrat Frigola, Li-wei Lehman, Roger Mark
Published: April 25, 2023. Version: 1.0.0
Database Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: March 8, 2023. Version: 1.0.0
Database Credentialed Access
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Melissa Poulsen, Vanessa Troiani, Philip Freda, Danielle Mowery, Anahita Davoudi
natural language processing opioid use disorder clinical notes substance use
Published: Feb. 8, 2023. Version: 1.0.0
Database Open Access
MIMIC-IV-ED Demo
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Leo Anthony Celi, Steven Horng, Roger Mark
Published: Feb. 8, 2023. Version: 2.2
Database Credentialed Access
MIMIC-IV-Note: Deidentified free-text clinical notes
Alistair Johnson, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
deidentification mimic critical care natural language processing clinical notes electronic health record
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports
Sarvesh Soni, Kirk Roberts
electronic health records clinical notes question answering radiology reports machine reading comprehension
Published: Dec. 9, 2022. 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