Resources
500 resources
Database
Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
This is the first Brazilian Multilabel Ophthalmological Dataset with demographic information and retinal photos labeled images according to anatomical parameters, quality control, and presumed diagnosis.
Database
Open Access
Annotated dataset of post-ischemic ventricular tachycardia electrograms (ARGO)
ARGO comprises post-ischemic ventricular tachycardia intracardiac EGMs, 12-lead surface ECGs, and electroanatomical mapping data. It offers a validated ground truth for EGM annotation and delineation by three clinical experts and their consensus.
Database
Credentialed Access
Insulin4RL: Real-Time Insulin Infusions For Offline Reinforcement Learning
Openly available research dataset intended for offline reinforcement learning (ORL) using natively irregular healthcare data. The dataset is intended to encourage further research into ORL methods using naturally sporadic decision intervals.
Database
Credentialed Access
INSPIRE, a publicly available research dataset for perioperative medicine
A public dataset that contains information related to surgery, anesthesia, laboratory results, medications, diagnosis, and outcomes from 50% of the patients who received surgery at Seoul National University Hospital between 2011 and 2020.
Database
Restricted Access
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
We present high resolution wearable device multichannel data along with clinical labeled and recorded sleep stage and polysomnography (PSG) data from 100 sleep abnormal patients with sleep apnea.
Database
Restricted Access
EchoNext: A Dataset for Detecting Echocardiogram-Confirmed Structural Heart Disease from ECGs
EchoNext is a curated dataset of electrocardiograms (ECGs) paired with echocardiogram-confirmed structural heart disease labels, designed to support the development and validation of machine learning models.
clinical decision support
digital health
structural heart disease
heart failure
transthoracic echocardiogram
ai model deployment
valvular heart disease
cardiovascular screening
ai in healthcare
left ventricular dysfunction
population health
aortic stenosis
health equity
deep learning
electrocardiogram
ecg
machine learning
artificial intelligence
Database
Open Access
A multimodal gait dataset of brain activity, muscle activity, kinematics and ground forces in young adults
Dataset of gait recordings from 59 healthy adults, combining brain activity, muscle activity, body kinematics, and ground forces during treadmill walking at three different speeds.
Database
Restricted Access
KI EndoLIST: Endometriosis Longitudinal Individualized Symptoms Tracking Dataset
This database contains daily symptoms of 34 endometriosis patients over 1-10 months of monitoring. It includes basic patient information, frequency and intensity of symptoms, and standard MedDRA symptom mapping for clinical interpretation.
Software
Open Access
Automated Detection and Removal of Pacing Artifacts from ECG Signal
The software application (written in MATLAB) automatically detects pacing spikes (pacing artifacts) on a 12-lead ECG signal and automatically removes them. User-friendly GUI permits reviewing the results and adjusting settings to achieve perfection.
Database
Open Access
GRABMyoFlow - Dataset extension
GRABMyoFlow extends the GRABMyo sEMG dataset with dynamic transitions and 20 new subjects (63 total). Features multi-day wrist recordings for robust hand gesture recognition and biometrics research.