Resources
Database Contributor Review
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language
Henrique Dias, Ana Helena Dias Pereira dos Ulbrich
prescriptions exams tertiary care natural language processing clinical notes
Published: July 14, 2022. Version: 1.1
Database Credentialed Access
GOSSIS-1-eICU, the eICU-CRD subset of the Global Open Source Severity of Illness Score (GOSSIS-1) dataset
Jesse Raffa, Alistair Johnson, Tom Pollard, Omar Badawi
icu critical care severity of illness global gossis apache mortality prediction benchmarking
Published: July 20, 2022. Version: 1.0.0
Database Contributor Review
HiRID, a high time-resolution ICU dataset
Martin Faltys, Marc Zimmermann, Xinrui Lyu, Matthias Hüser, Stephanie Hyland, Gunnar Rätsch, Tobias Merz
intensive care clinical icu high resolution critical care machine learning
Published: Feb. 18, 2021. Version: 1.1.1
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care pediatrics critical care natural language processing
Published: Nov. 12, 2020. Version: 1.1.0
Challenge Open Access
Reducing False Arrhythmia Alarms in the ICU: The PhysioNet/Computing in Cardiology Challenge 2015
The 2015 PhysioNet/CinC Challenge aims to encourage the development of algorithms to reduce the incidence of false alarms in the Intensive Care Unit (ICU).
false alarm arrhythmia icu challenge multiparameter critical care tachycardia
Published: Feb. 15, 2015. Version: 1.0.0
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
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care machine learning intensive care unit
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
deep learning pressure injury risk prediction acute kidney injury anemia forecasting natural language processing
Published: Sept. 15, 2022. Version: 1.0
Database Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Database Credentialed Access
Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center
Senjun Jin, Lin Chen, Kun Chen, Zhongheng Zhang
Published: Jan. 19, 2023. Version: 1.0