Resources
Database Open Access
Clinical data from the MIMIC-II database for a case study on indwelling arterial catheters
Jesse Raffa
Published: Oct. 28, 2016. Version: 1.0
Database Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
intensive care clinical critical care machine learning natural language processing
Published: Sept. 4, 2016. Version: 1.4
Challenge Open Access
Is the normal heart rate chaotic?
George Moody
Published: Oct. 30, 2008. Version: 1.0.0
Software Open Access
De-Identification Software Package
The deid
software package includes code and dictionaries for automated location and removal of protected health information (PHI) in free text from medical records.
phi deidentification anonymization
Published: Dec. 18, 2007. Version: 1.1
Challenge Open Access
Detecting and Quantifying Apnea Based on the ECG: The PhysioNet/Computing in Cardiology Challenge 2000
Obstructive sleep apnea (intermittent cessation of breathing) is a common problem with major health implications, ranging from excessive daytime drowsiness to serious cardiac arrhythmias. Obstructive sleep apnea is associated with increased risks of…
Published: Feb. 10, 2000. Version: 1.0.0
Database Credentialed Access
MIMIC-IV on FHIR
Alex Bennett, Joshua Wiedekopf, Hannes Ulrich, Philip van Damme, Alistair Johnson
mimic-iv fhir electronic health record
Published: Feb. 20, 2024. Version: 1.0
Database Credentialed Access
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, Brenda Miao, Travis Zack, Atul Butte
artificial intelligence electronic health records information extraction natural language processing large language models oncology
Published: Feb. 7, 2024. Version: 1.0
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
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 Open Access
MIMIC-IV Clinical Database Demo on FHIR
Alex Bennett, Joshua Wiedekopf, Hannes Ulrich, Alistair Johnson
mimic electronic health records fhir
Published: June 7, 2022. Version: 2.0