Resources


Challenge Open Federated

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021

Source: Physionet

The electrocardiogram (ECG) is a non-invasive representation of the electrical activity of the heart. Although the twelve-lead ECG is the standard diagnostic screening system for many cardiological issues, the limited accessibility of twelve-lead EC…

challenge cardiac abnormalities competition classification multilead ecgs

Published: Dec. 24, 2020. Version: 1.0.0 | DOI: 10.13026/g9wd-3j66


Database Open Federated

MICRO Motion capture data from groups of participants standing still to auditory stimuli (2015)

Source: Physionet

This project contains head movement data recorded from groups of participants asked to stand as still as possible and presented with a series of auditory stimuli. Data was collected in units of mm with a Qualisys motion capture system…

movement sound music cognition

Published: Dec. 8, 2020. Version: 1.0 | DOI: 10.13026/dfv0-sb95


Database Credentialed Federated

Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes

Source: Physionet

This dataset was collected as part of a prospective study in which abdominal maternal fat tissues ultrasound measurements were compared with outcomes during hospitalization for labor and delivery. Data was collected in a low-risk…

pregnancy abdominal ultrasound

Published: Dec. 4, 2020. Version: 1.0.0 | DOI: 10.13026/hfks-3d71


Database Restricted Federated

In-hospital physical activity measured with a new Bosch accelerometer sensor system

Source: Physionet

Extended hospital stays and readmissions are associated with high costs and burden of disease. Effective ways to predict patient outcomes, select those at risk of adverse outcomes, and to prevent these accordingly, are lacking. Physical activity&nbs…

prediction acute illness accelerometry accelerometer hospitalization readmission

Published: Dec. 3, 2020. Version: 1.0 | DOI: 10.13026/yrz5-5909


Database Restricted Federated

Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data

Source: Physionet

Heart failure is a common reason for hospitalization in the elderly and it is associated with significant mortality and morbidity. To facilitate epidemiological studies of heart failure, there is a need for high quality datasets to be made available…

electronic health record heart failure china

Published: Dec. 2, 2020. Version: 1.2 | DOI: 10.13026/8a9e-w734


Database Open Federated

NInFEA: Non-Invasive Multimodal Foetal ECG-Doppler Dataset for Antenatal Cardiology Research

Source: Physionet

The development of algorithms for the extraction of the foetal ECG (fECG) from non-invasive recordings is hampered by the lack of publicly-available reference datasets, which could be used to benchmark different algorithms while provi…

foetus pwd doppler foetal ecg maternal ecg pwd envelope non-invasive cardiology early pregnancy ecg antenatal fecg

Published: Nov. 12, 2020. Version: 1.0.0 | DOI: 10.13026/c4n5-3b04


Database Credentialed Federated

Paediatric Intensive Care database

Source: Physionet

The Paediatric Intensive Care (PIC) database is a large paediatric-specific, single-center, bilingual database comprising information relating to children admitted to critical care units at a large children’s hospital in China. The database is…

pediatrics critical care intensive care natural language processing

Published: Nov. 12, 2020. Version: 1.1.0 | DOI: 10.13026/32x9-wv38


Database Credentialed Federated

AMR-UTI: Antimicrobial Resistance in Urinary Tract Infections

Source: Physionet

AMR-UTI is a freely accessible dataset, derived from electronic health record (EHR) information on over 80,000 patients with urinary tract infections (UTI) treated at Massachusetts General Hospital and Brigham & Women's Hospital in Boston, M…

machine learning antibiotic resistance clinical decision support causal inference policy learning antimicrobial resistance urinary tract infection

Published: Nov. 4, 2020. Version: 1.0.0 | DOI: 10.13026/se6w-f455


Database Restricted Federated

Gout Emergency Department Chief Complaint Corpora

Source: Physionet

The Gout Emergency Department Chief Complaint Corpora (GED3C) consists of 2 corpora of free text triage nurse chief complaints (up to 282 characters in length) collected from 2019 to 2020 at an academic medical center in the Deep South. The smaller …

emergency department nlp gout

Published: Oct. 19, 2020. Version: 1.0 | DOI: 10.13026/96v3-dw72


Database Open Federated

Cerebromicrovascular Disease in Elderly with Diabetes

Source: Physionet

This dataset was collected as part of a prospective observational study to evaluate the effects of type 2 diabetes mellitus (DM) on cerebral vasoregulation, perfusion and functional outcomes, measured by blood flow responses to hypocapnia and h…

inflammation cerebromiscovascular disease gait and balance type 2 diabetes perfusion mri brain perfusion cerebral vasoreactivity brain atrophy

Published: Oct. 9, 2020. Version: 1.0.0 | DOI: 10.13026/t92y-x219