Resources
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
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 multiparameter challenge icu arrhythmia critical care tachycardia
Published: Feb. 15, 2015. 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 icu clinical high resolution machine learning critical care
Published: Feb. 18, 2021. Version: 1.1.1
Database Credentialed Access
Curated Data for Describing Blood Glucose Management in the Intensive Care Unit
Aldo Robles Arévalo, Roselyn Mateo-Collado, Leo Anthony Celi
insulin replacement therapy glycemic control critical care
Published: April 19, 2021. Version: 1.0.1
Database Open Access
Preterm Infant Cardio-Respiratory Signals Database
respiration multiparameter infant neonate ecg
Published: Feb. 9, 2017. Version: 1.0.0
Visualize waveformsDatabase Open Access
eICU Collaborative Research Database Demo
Alistair Johnson, Tom Pollard, Omar Badawi, Jesse Raffa
medical informatics open data eicu critical care
Published: May 6, 2021. Version: 2.0.1
Database Open Access
MMG Database
neuroelectric magnetomyography pregnancy
Published: March 4, 2016. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic machine learning critical care intensive care unit
Published: June 12, 2022. Version: 2.0
Database Open Access
Squid Giant Axon Membrane Potential
The SGAMP database contains single-unit neuronal recordings of North Atlantic squid (Loligo pealei) giant axons in response to stimulus currents. The membrane potential and stimulus current are given for a total of 170 trials across 8 different axon…
Published: April 15, 2016. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
Critical care database comprising patients with infection at Zigong Fourth People's Hospital
Ping Xu, Lin Chen, Zhongheng Zhang
Published: Sept. 9, 2021. Version: 1.0