Resources


Database Credentialed Access

MIMIC-CXR-JPG - chest radiographs with structured labels

Alistair Johnson, matt lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng

Chest x-rays in JPG format with structured labels derived from the associated radiology report.

mimic computer vision radiology deep learning chest x-ray

Published: Nov. 14, 2019. Version: 2.0.0


Database Open Access

Wilson Central Terminal ECG Database

Hossein Moeinzadeh, Gaetano Gargiulo

This dataset contains the true unipolar leads associated with three limb leads and six precordial leads. The true unipolar leads include the potential of Einthoven limbs, six electrodes on the chest, and the Wilson Central Terminal (WCT).

wilson central terminal limb potential electrocardiography ecg unipolar lead

Published: Nov. 13, 2019. Version: 1.0.1

Visualize waveforms

Database Open Access

Permittivity of Healthy and Diseased Skeletal Muscle

Benjamin Sanchez

Conductivity and relative permittivity of healthy and diseased skeletal muscle

permittivity neuromuscular disorders skeletal muscle anisotropy

Published: Nov. 12, 2019. Version: 1.1


Database Open Access

Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography

Olivia Walch

Contains motion data and heart rate measurements from Apple Watches from sleeping people undergoing polysomnography (PSG), and the labeled sleep stages scored from the PSG recordings (wake, N1-3 sleep, REM sleep).

sleep polysomnography

Published: Oct. 8, 2019. Version: 1.0.0


Database Credentialed Access

MedNLI - A Natural Language Inference Dataset For The Clinical Domain

Chaitanya Shivade

This is a resource for training machine learning models for language inference in the medical domain.

recognizing textual entailment natural language inference

Published: Oct. 1, 2019. Version: 1.0.0


Database Credentialed Access

MIMIC-CXR Database

Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng

Chest radiographs in DICOM format with associated free-text reports.

mimic machine learning natural language processing chest x-rays computer vision radiology

Published: Sept. 19, 2019. Version: 2.0.0


Database Open Access

PhysioZoo - mammalian NSR databases

Ori Shemla, Joachim Behar

PhysioZoo is a collaborative platform dedicated to the study of the heart rate variability in electrophysiological recordings from mammals

ecg heart rate variabillity electrophysiology mammals

Published: Aug. 27, 2019. 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.

critical care eicu open data medical informatics

Published: July 15, 2019. Version: 2.0


Database Open Access

MIMIC-III Clinical Database Demo

Alistair Johnson, Tom Pollard, Roger Mark

An open source demo of the MIMIC-III Clinical Database

critical care mimic electronic health records

Published: April 24, 2019. Version: 1.4


Database Credentialed Access

eICU Collaborative Research Database

Tom Pollard, Alistair Johnson, Jesse Raffa, Leo Anthony Celi, Omar Badawi, Roger Mark

The eICU Collaborative Research Database is a multi-center database comprising deidentified health data associated with over 200,000 admissions to ICUs across the United States between 2014-2015. The database includes vital sign measurements, care p…

critical care icu telemedicine

Published: April 15, 2019. Version: 2.0