Resources
Database Open Access
Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset
Shawn Tan, Satya Ortiz-Gagné, Nicolas Beaudoin-Gagnon, Pierre Fecteau, Aaron Courville, Yoshua Bengio, Joseph Paul Cohen
Published: April 12, 2022. Version: 1.0
Visualize waveformsDatabase Open Access
Haaglanden Medisch Centrum sleep staging database
Diego Alvarez-Estevez, Roselyne Rijsman
edf inter-database generalization sleep staging psg deep learning
Published: March 18, 2022. Version: 1.1
Visualize waveformsDatabase Credentialed Access
VinDr-CXR: An open dataset of chest X-rays with radiologist annotations
Ha Quy Nguyen, Hieu Huy Pham, le tuan linh, Minh Dao, lam khanh
computer vision lesion detection disease classification chest x-ray interpretation deep learning
Published: June 22, 2021. Version: 1.0.0
Database Contributor Review
HiRID, a high time-resolution ICU dataset
Martin Faltys, Marc Zimmermann, Xinrui Lyu, Matthias Hüser, Stephanie Hyland, Gunnar Rätsch, Tobias Merz
clinical intensive care icu high resolution machine learning critical care
Published: Feb. 18, 2021. Version: 1.1.1
Database Open Access
Electrocardiogram, skin conductance and respiration from spider-fearful individuals watching spider video clips
Frank R Ihmig, Antonio Gogeascoechea, Sarah Schäfer, Johanna Lass-Hennemann, Tanja Michael
exposure therapy psychophysiology biosignals anxiety disorders wearable sensors anxiety level detection machine learning
Published: June 5, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matt Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision radiology chest x-ray deep learning
Published: Nov. 14, 2019. Version: 2.0.0
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
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
clinical intensive care machine learning critical care natural language processing
Published: Sept. 4, 2016. Version: 1.4
Database Credentialed Access
MS-CXR: Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Stephanie Hyland, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez Valle, Hoifung Poon, Ozan Oktay
chest x-ray vision-language processing
Published: May 16, 2022. Version: 0.1
Database Open Access
Brain Hemorrhage Extended (BHX): Bounding box extrapolation from thick to thin slice CT images
Eduardo Pontes Reis, Felipe Nascimento, Mateus Aranha, Fernando Mainetti Secol, Birajara Machado, Marcelo Felix, Anouk Stein, Edson Amaro
Published: July 29, 2020. Version: 1.1