Resources
Database Open Access
CGMacros: a scientific dataset for personalized nutrition and diet monitoring
diabetes machine learning continuous glucose monitors obesity postprandial glucose response food macronutrients metabolic models food photographs personalized nutrition
Published: Jan. 28, 2025. Version: 1.0.0
Database Contributor Review
COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales
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
MIMIC-IV
critical care intensive care unit machine learning mimic
Published: Oct. 11, 2024. Version: 3.1
Database Open Access
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
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
polysomnography sleep disorders machine learning in healthcare sleep arousal diagnostics pulse wave analysis
Published: Sept. 18, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-ECG-Ext-ICD: Diagnostic labels for MIMIC-IV-ECG
machine learning electrocardiography mimic
Published: Aug. 30, 2024. Version: 1.0.1
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
question answering machine learning electronic health records evaluation chest x-ray multi-modal question answering ehr question answering semantic parsing benchmark deep learning visual question answering
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR Database
computer vision chest x-rays natural language processing machine learning radiology mimic
Published: July 23, 2024. Version: 2.1.0
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for Chest X-ray Images
question answering machine learning electronic health records evaluation chest x-ray radiology benchmark multimodal deep learning visual question answering
Published: July 19, 2024. Version: 1.0.0
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
pulse oximetry health equity machine learning
Published: May 8, 2023. Version: 1.0.0