Resources
Database Credentialed Access
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey
health ubiquitous computing well-being passive mobile sensing human behavior modeling
Published: March 14, 2023. Version: 1.1
Database Open Access
PADS - Parkinsons Disease Smartwatch dataset
Julian Varghese, Alexander Brenner, Lucas Plagwitz, Catharina van Alen, Michael Fujarski, Tobias Warnecke
wearables movement disorders parkinsons disease
Published: March 25, 2024. Version: 1.0.0
Database Credentialed Access
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey
health ubiquitous computing well-being passive mobile sensing human behavior modeling
Published: March 14, 2023. Version: 1.1
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
electrodermal activity heart rate physiological signals environmental sensing thermal comfort modelling occupant behaviour sensing emotion sensing human behavoural modelling smart building
Published: Feb. 13, 2023. Version: 1.0.0
Software Open Access
TWAnalyser - A T-wave Alternans Detector
This software suite consists of Matlab implementations of the widely used Spectral Method (SM) and Modified Moving Average (MMA) for T-wave alternans (TWA) detection. It was initially developed for the PhysioNet/CinC Challenge 2008, in which these a…
Published: Nov. 18, 2008. Version: 1.0.0
Challenge Open Access
Detecting and Quantifying Apnea Based on the ECG: The PhysioNet/Computing in Cardiology Challenge 2000
Obstructive sleep apnea (intermittent cessation of breathing) is a common problem with major health implications, ranging from excessive daytime drowsiness to serious cardiac arrhythmias. Obstructive sleep apnea is associated with increased risks of…
Published: Feb. 10, 2000. Version: 1.0.0
Database Contributor Review
COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales
Álvaro Ritoré, Andreea M Oprescu, Alberto Estirado Bronchalo, Miguel Ángel Armengol de la Hoz
covid-19 multimodal database radiological images open data healthcare data machine learning and ai
Published: Oct. 25, 2024. Version: 1.0.0
Database Credentialed Access
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi
natural language processing medical decisions span classification discharge summary mimic
Published: Oct. 16, 2024. Version: 1.0.0
Database Restricted Access
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Ke Wang, Jiamu Yang, Ayush Shetty, Jessilyn Dunn
biomedical time series classification wearable sleep disorders
Published: Sept. 13, 2024. Version: 1.0.1
Database Credentialed Access
MIMIC-IV-Ext-MDS-ED: Multimodal Decision Support in the Emergency Department - a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine
Juan Miguel Lopez Alcaraz, Nils Strodthoff
emergency department ecg multimodal benchmark diagnoses prediction deterioration prediction
Published: Sept. 12, 2024. Version: 1.0.0