Resources


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).

tachycardia false alarm multiparameter arrhythmia icu challenge critical care

Published: Feb. 15, 2015. Version: 1.0.0

Database Credentialed Access

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).

high resolution icu clinical intensive care machine learning critical care

Published: May 31, 2020. Version: 1.0

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 critical care glycemic control

Published: Jan. 12, 2021. Version: 1.0.0

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

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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.

eicu open data medical informatics critical care

Published: July 15, 2019. Version: 2.0

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 intensive care unit machine learning critical care

Published: Aug. 13, 2020. Version: 0.4

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

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Database Open Access

Siena Scalp EEG Database

Paolo Detti

The database consists of EEG recordings of 14 epileptic patients acquired at the Unit of Neurology and Neurophysiology of the University of Siena. Subjects include 9 males (ages 25-71) and 5 females (ages 20-58).

Published: Aug. 11, 2020. Version: 1.0.0

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Database Open Access

MIMIC-III Waveform Database Matched Subset

Benjamin Moody, George Moody, Mauricio Villarroel, Gari Clifford, Ikaro Silva

Physiological signals (including continuous ECG, PPG, ABP, and other signals) that are associated with patients in the MIMIC-III Clinical Database.

Published: April 7, 2020. Version: 1.0

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