Resources
500 resources
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.
Database
Open Access
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
Glucose measurements and wrist-worn wearable sensor data from highnormoglycemic participants.
Database
Credentialed Access
Embedding-Based Representations for BRSET and mBRSET
Precomputed image embeddings for the BRSET and mBRSET Brazilian retinal datasets to support efficient, secure, and equitable ophthalmic AI research, enabling tasks such as classification, clustering, multimodal modeling, and fairness analysis.
Database
Credentialed Access
MIMIC-CXR-Ext-ILS: Lesion Segmentation Masks and Instruction-Answer Pairs for Chest X-rays
Instruction-guided lesion segmentation data for chest X-rays, including 1.1M instruction-answer pairs and 91K segmentation masks covering seven major lesion types.