Resources


Database Open Access

Epicardially attached cardiac accelerometer data from canines and porcines

Ali Wajdan, Tollef Jahren, Manuel Villegas-Martinez, Magnus Krogh, Faraz Hameed Khan, Andreas Espinoza, Per Steinar Halvorsen, Hans Henrik Odland, Ole Jakob Elle, Espen W Remme

The dataset contains data recorded from epicardially attached accelerometer to canines' and porcines' hearts. The data comprises of tri-axial acceleration signals, left ventricular pressure (LVP), rate of change of LVP and in some cases ECG as well.

heart accelerometer aortic valve mitral valve

Published: Jan. 5, 2023. Version: 1.0.0

Database Open Access

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

Olivia Walch

Motion data and heart rate measurements from Apple Watches from sleeping people undergoing polysomnography.

sleep polysomnography

Published: Oct. 8, 2019. Version: 1.0.0

Database Open Access

Non-EEG Dataset for Assessment of Neurological Status

Non-EEG physiological signals collected using non-invasive wrist worn biosensors and consists of electrodermal activity, temperature, acceleration, heart rate, and arterial oxygen level.

acceleration multiparameter heart rate electrodermal activity temperature

Published: July 19, 2017. Version: 1.0.0

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Model Credentialed Access

Medical AI Research Foundations: A repository of medical foundation models

Shekoofeh Azizi, Jan Freyberg, Laura Culp, Patricia MacWilliams, Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam

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

Published: April 25, 2023. Version: 1.0.0

Database Open Access

In-Gauge and En-Gage: Understanding Occupants' Behaviour, Engagement, Emotion, and Comfort Indoors with Heterogeneous Sensors and Wearables

Nan Gao, Max Marschall, Jane Burry, Simon Watkins, Flora Salim

The project aims to understand occupants’ behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables.

heart rate electrodermal activity environmental sensing thermal comfort modelling physiological signals occupant behaviour sensing emotion sensing human behavoural modelling smart building

Published: Feb. 13, 2023. Version: 1.0.0

Database Open Access

MIMIC-IV Clinical Database Demo on FHIR

Alex Bennett, Joshua Wiedekopf, Hannes Ulrich, Alistair Johnson

MIMIC-IV-on-FHIR is a hundred patient demo of MIMIC-IV v2.0 in the Fast Healthcare Interoperability Resources(FHIR) format. MIMIC-IV-on-FHIR provides implementers with a real-world FHIR datastore to aid in FHIR research and development.

mimic electronic health records fhir

Published: June 7, 2022. Version: 2.0

Database Open Access

Wearable-based signals during physical exercises from patients with frailty after open-heart surgery

Daivaras Sokas, Monika Butkuvienė, Egle Tamulevičiūtė-Prascienė, Aurelija Beigienė, Raimondas Kubilius, Andrius Petrėnas, Birutė Paliakaitė

A data collection contains a wearable-based electrocardiogram and triaxial acceleration signals of 80 elderly patients with frailty after an open-heart surgery. The signals were collected while the patients were performing a series of exercise tests.

aging heart rate response frailty posture veloergometry timed up and go stair climbing physical exercise wearable heart rate reserve rehabilitation heart rate accelerometer gait electrocardiogram walk test balance

Published: March 31, 2022. Version: 1.0.0

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Database Credentialed Access

NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data

Harlin Lee, Boyue Li, Yungui Huang, Yuejie Chi, Simon Lin

The NCH Sleep DataBank includes 3,984 pediatric sleep studies on 3,673 unique patients conducted at Nationwide Children's Hospital between 2017 and 2019. It contains polysomnography (PSG), clinical annotations, and longitudinal clinical data.

eeg ehr polysomnography pediatrics clinical decision support sleep disorders sleep study electronic health records ecg

Published: Oct. 27, 2021. Version: 3.1.0

Database Open Access

Non-EEG Dataset for Assessment of Neurological Status

Non-EEG physiological signals collected using non-invasive wrist worn biosensors and consists of electrodermal activity, temperature, acceleration, heart rate, and arterial oxygen level.

acceleration multiparameter heart rate electrodermal activity temperature

Published: July 19, 2017. Version: 1.0.0

Visualize waveforms

Challenge Open Access

Robust Detection of Heart Beats in Multimodal Data: The PhysioNet/Computing in Cardiology Challenge 2014

This challenge aims to encourage the exploration of robust methods for locating heart beats in continuous long-term data from bedside monitors and similar devices that record not only ECG but usually other physiologic signals as well, including puls…

challenge multiparameter ecg

Published: Jan. 7, 2014. Version: 1.0.0