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

This repository hosts the original Health Gym datasets of Acute Hypotension and Sepsis

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

The HiRID database contains a large selection of all routinely collected data relating to patient admissions to the Department of Intensive Care Medicine of the Bern University Hospital, Switzerland (ICU).

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

The data subsets consist of time series files that includes all the curated entries of glucose readings and insulin inputs from MIMIC-III database.

insulin replacement therapy glycemic control critical care

Published: April 19, 2021. Version: 1.0.1

Database Open Access

Preterm Infant Cardio-Respiratory Signals Database

ECG and respiration recordings of ten preterm infants collected from a Neonatal Intensive Care Unit.

respiration multiparameter infant neonate ecg

Published: Feb. 9, 2017. Version: 1.0.0

Visualize waveforms

Database Open Access

eICU Collaborative Research Database Demo

Alistair Johnson, Tom Pollard, Omar Badawi, Jesse Raffa

An openly available subset of the eICU Collaborative Research Database.

medical informatics open data eicu critical care

Published: May 6, 2021. Version: 2.0.1

Database Open Access

MMG Database

Uterine magnetomyographic signals from 25 subjects recorded using a 151 channel Reproductive Assessment system.

neuroelectric magnetomyography pregnancy

Published: March 4, 2016. Version: 1.0.0

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Database Credentialed Access

MIMIC-IV

Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark

Database of patients admitted to the Beth Israel Deaconess Medical Center

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…

neuroelectric neuron

Published: April 15, 2016. Version: 1.0.0

Visualize waveforms

Database Credentialed Access

Critical care database comprising patients with infection at Zigong Fourth People's Hospital

Ping Xu, Lin Chen, Zhongheng Zhang

Routinely collected data from critical care units at Zigong Fourth People’s Hospital, Sichuan, China for patients admitted between January 2019 and December 2020

Published: Sept. 9, 2021. Version: 1.0