Resources


Software Open Access

PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms

Lucas McCullum, Benjamin Moody, Hasan Saeed, et al.

Platform for collaborative and interactive annotation of physiological waveform data.

annotation

Published: April 25, 2023. Version: 1.0.0


Database Open Access

Open Access Dataset and Toolbox of High-Density Surface Electromyogram Recordings

Xinyu Jiang, Chenyun Dai, Xiangyu Liu, et al.

We provide an open access dataset of High Density Surface Electromyogram (HD-sEMG). Our dataset can be used for both hand gesture classification-based neuroprosthetic control and EMG-force regression based proportional neuroprosthetic control.

Published: Dec. 28, 2023. Version: 2.0.0

Visualize waveforms

Database Open Access

Gesture Recognition and Biometrics ElectroMyogram (GRABMyo)

Ning Jiang, Ashirbad Pradhan, Jiayuan He

Open-access dataset of electromyogram (EMG) recordings collected from the wrist and forearm muscles of 43 people while they performed hand gestures.

Published: June 7, 2024. Version: 1.1.0

Visualize waveforms

Model Credentialed Access

Medical AI Research Foundations: A repository of medical foundation models

Shekoofeh Azizi, Jan Freyberg, Laura Culp, et al.

Medical AI Research Foundations is a repository of medical foundation models.

Published: April 25, 2023. Version: 1.0.0


Database Credentialed Access

A Temporal Dataset for Respiratory Support in Critically Ill Patients

Mira Moukheiber, Lama Moukheiber, Dana Moukheiber, et al.

A benchmark dataset offering hourly records over a 90-day period for 50,920 ICU subjects, including dynamic pulmonary function data and a spectrum of covariates for respiratory intervention analyses.

oberservational data time-series

Published: April 15, 2025. Version: 1.1.0


Database Open Access

eICU Collaborative Research Database Demo

Alistair Johnson, Tom Pollard, Omar Badawi, et al.

An openly available subset of the eICU Collaborative Research Database.

eicu medical informatics critical care open data

Published: May 6, 2021. Version: 2.0.1


Database Open Access

MIMIC-IV Clinical Database Demo on FHIR

Alex Bennett, Hannes Ulrich, Joshua Wiedekopf, et al.

The MIMIC-IV Clinical Database Demo on FHIR is a 100 patient subset of the MIMIC-IV v2.2 and MIMIC-IV-ED v2.2 clinical databases converted into the Fast Healthcare Interoperability Resources (FHIR) format.

fhir electronic health records mimic

Published: Aug. 27, 2025. Version: 2.1.0


Database Open Access

VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients

Hyung-Chul Lee, Chul-Woo Jung

VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients

waveform anesthesia intraoperative biosignal vitaldb ecg

Published: Sept. 21, 2022. Version: 1.0.0


Database Credentialed Access

MIMIC-IV-Note: Deidentified free-text clinical notes

Alistair Johnson, Tom Pollard, Steven Horng, et al.

Deidentified free-text clinical notes for patients in the MIMIC-IV Clinical Database.

deidentification critical care natural language processing clinical notes electronic health record mimic

Published: Jan. 6, 2023. Version: 2.2


Software Open Access

Waveform Database Software Package (WFDB) for MATLAB and Octave

Ikaro Silva, Benjamin Moody, George Moody

Tools for working with waveforms in MATLAB.

Published: April 5, 2021. Version: 0.10.0