Featured Resources
Database Open Access
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Hyung-Chul Lee, Chul-Woo Jung
waveform anesthesia vitaldb intraoperative biosignal ecg
Published: Sept. 21, 2022. Version: 1.0.0
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
electrocardiography ptb-xl ptb ecg
Published: Nov. 9, 2022. Version: 1.0.3
Visualize waveformsDatabase Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic machine learning critical care intensive care unit
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision machine learning chest x-rays radiology natural language processing
Published: Sept. 19, 2019. Version: 2.0.0
Database Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest x-ray artificial intelligence dataset
Published: June 17, 2022. Version: 1.1.0
Database Credentialed Access
eICU Collaborative Research Database
Tom Pollard, Alistair Johnson, Jesse Raffa, Leo Anthony Celi, Omar Badawi, Roger Mark
telemedicine icu critical care
Published: April 15, 2019. Version: 2.0
Latest Resources
Database Open Access
Patient-level dataset to study the effect of COVID-19 in people with Multiple Sclerosis
Hamza Khan, Lotte Geys, peer baneke, Giancarlo Comi, Liesbet Peeters
Published: May 30, 2023. Version: 1.0.0
Database Open Access
Facial and oral temperature data from a large set of human subject volunteers
Quanzeng Wang, Yangling Zhou, Pejman Ghassemi, Dwith Chenna, Michelle Chen, Jon Casamento, Joshua Pfefer, David Mcbride
clinical accuracy receiver operating characteristic curve infectious disease epidemics thermography fever screening thermometry inner canthus elevated body temperature facial maximum temperatures infrared thermograph pearson correlation coefficients
Published: May 24, 2023. Version: 1.0.0
Database Open Access
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
Peter Cho, Juseong Kim, Brinnae Bent, Jessilyn Dunn
biomedical engineering biomarkers pre-diabetes
Published: May 11, 2023. Version: 1.1.1
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
machine learning pulse oximetry health equity
Published: May 8, 2023. Version: 1.0.0
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
Published: April 25, 2023. Version: 1.0.0
Software Open Access
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms
Lucas McCullum, Benjamin Moody, Hasan Saeed, Tom Pollard, Xavier Borrat Frigola, Li-wei Lehman, Roger Mark
Published: April 25, 2023. Version: 1.0.0