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 MartÃnez, 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
Database Contributor Review
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
Niklas Rodemund, Andreas Kokoefer, Bernhard Wernly, Crispiana Cozowicz
clinical intensive care critical care open data machine learning
Published: Sept. 10, 2024. Version: 1.0.8
Database Credentialed Access
MIMIC-IV-ECG-Ext-ICD: Diagnostic labels for MIMIC-IV-ECG
Nils Strodthoff, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp
mimic electrocardiography machine learning
Published: Aug. 30, 2024. Version: 1.0.1
Database Open Access
Image-derived cardiomegaly biomarker values for 96K chest X-rays in MIMIC-CXR/MIMIC-CXR-JPG
Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W Papiez, Adam Mahdi
biomarkers mimic-cxr cpar ctr cardiomegaly
Published: Aug. 23, 2024. Version: 1.0.0
Database Restricted Access
Multimodal Physiological Indices During Surgery Under Anesthesia
Sandya Subramanian, Bryan Tseng, Riccardo Barbieri, Emery Brown
Published: Aug. 23, 2024. Version: 1.0