Featured Resources
Challenge Credentialed Access
SNOMED CT Entity Linking Challenge
Will Hardman, Mark Banks, Rory Davidson, Donna Truran, Nindya Widita Ayuningtyas, Hoa Ngo, Alistair Johnson, Tom Pollard
snomed entity linking clinical annotation
Published: Dec. 19, 2023. Version: 1.0.0
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 Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
critical care intensive care unit mimic machine learning
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing radiology mimic machine learning
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 dataset artificial intelligence
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
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
Li-wei Lehman, Benjamin Moody, Lucas McCullum, Hasan Saeed, Harsh Deep, Diane Perry, Tristan Struja, Qiao Li, Gari Clifford, Roger Mark
arrhythmia machine learning icu false alarms benchmark dataset ventricular tachycardia
Published: Oct. 1, 2024. Version: 1.0
Visualize waveformsDatabase Credentialed Access
Comprehensive Polysomnography (CPS) Dataset: A Resource for Sleep-Related Arousal Research
Stefan Kraft, Andreas Theissler, Vera Wienhausen-Wilke, Philipp Walter, Gjergji Kasneci
polysomnography sleep disorders machine learning in healthcare sleep arousal diagnostics pulse wave analysis
Published: Sept. 18, 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
Database Open Access
MUSIC (Sudden Cardiac Death in Chronic Heart Failure)
Alba Martin-Yebra, Juan Pablo Martínez, Pablo Laguna
Published: Sept. 11, 2024. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash Tehrani, Jangwon Kim, Akshay Chaudhari
clinical notes natural language processing brief hospital course text summarization machine learning
Published: Sept. 10, 2024. Version: 1.0.0