Resources


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 critical care machine learning

Published: Aug. 13, 2020. Version: 0.4


Database Open Access

PTB-XL, a large publicly available electrocardiography dataset

Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter

The PTB-XL ECG dataset is a large dataset of 21837 clinical 12-lead ECGs from 18885 patients of 10 second length. The raw signal data has been annotated by up to two cardiologists with 71 different ECG statements and is supplemented by rich metadata.

ptb-xl ptb ecg electrocardiography

Published: April 24, 2020. 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


Challenge Open Access

2018 IEEE BHI and BSN Data Challenge

Tom Pollard, Alistair Johnson, Jesse Raffa

A challenge to explore real clinical questions in critically ill patients using the MIMIC. A collaboration with the IEEE Conference on Biomedical and Health Informatics 2018 and the IEEE Conference on Body Sensor Networks.

mimic weekend effect ieee challenge

Published: Feb. 5, 2018. Version: 1.0


Database Open Access

CHARIS database

Multi-channel recordings of ECG, arterial blood pressure (ABP), and intracranial pressure (ICP) of patients diagnosed with traumatic brain injury.

intracranial pressure multiparameter blood pressure ecg

Published: Jan. 19, 2017. Version: 1.0.0

Visualize waveforms

Challenge Open Access

Classification of Heart Sound Recordings - The PhysioNet Computing in Cardiology Challenge 2016

The 2016 PhysioNet/CinC Challenge aims to encourage the development of algorithms to classify heart sound recordings collected from a variety of clinical or nonclinical (such as in-home visits) environments. The aim is to identify, from a single sho…

phonocardiogram heart sound challenge

Published: March 4, 2016. Version: 1.0.0


Database Credentialed Access

Deidentified Medical Text

Margaret Douglass, Bill Long, George Moody, Peter Szolovits, Li-wei Lehman, Roger Mark, Gari Clifford

Gold standard corpus of 2,434 deidentified nursing notes

medical text nursing notes de-identification hipaa

Published: Dec. 18, 2007. Version: 1.0


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


Challenge Credentialed Access

Analysis of Clinical Text: Task 14 of SemEval 2015

Guergana Savova

This is the dataset for SemEval 2014 and 2015, Analysis of Clinical Text

nlp semeval

Published: Dec. 28, 2014. Version: 2.0


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 glycemic control critical care

Published: Jan. 12, 2021. Version: 1.0.0