Resources
Database Credentialed Access
Immune Checkpoint Blockade (ICB) Data
icb multimodal dataset immune checkpoint blockade multimodal expressionset orcestra mae immunotherapy
Published: Nov. 26, 2025. Version: 1.0
Database Credentialed Federated
Bridge2AI-Voice Pediatric Dataset
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
voice health pediatric bridge2ai biomarkers
Published: May 1, 2026. Version: 1.1.0 | DOI: 10.13026/h995-bt35
Database Credentialed Federated
Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
voice health bridge2ai biomarkers
Published: May 1, 2026. Version: 3.1.0 | DOI: 10.13026/8xbn-nq66
Database Restricted Federated
EchoNext: A Dataset for Detecting Echocardiogram-Confirmed Structural Heart Disease from ECGs
This dataset contains a de-identified collection of 100,000 12-lead electrocardiograms (ECGs) with paired structural heart disease (SHD) labels derived from echocardiography, collected at Columbia University Irving Medical Center. Each ECG is provid…
digital health structural heart disease electrocardiogram health equity artificial intelligence clinical decision support ecg heart failure transthoracic echocardiogram ai model deployment valvular heart disease machine learning cardiovascular screening ai in healthcare left ventricular dysfunction deep learning population health aortic stenosis
Published: April 30, 2026. Version: 1.1.1 | DOI: 10.13026/7cfw-d091
Database Open Federated
A multimodal gait dataset of brain activity, muscle activity, kinematics and ground forces in young adults
Gait is a fundamental motor function, and its analysis is essential for understanding locomotor control, rehabilitation, and the early detection of neurological and musculoskeletal disorders. While many datasets capture either biomechanical or neura…
electroencephalography biomechanics neuroscience gait analysis force plate kinematics inertial measurement unit electromyography
Published: April 30, 2026. Version: 1.0.0 | DOI: 10.13026/r0ea-7161
Database Restricted Federated
KI EndoLIST: Endometriosis Longitudinal Individualized Symptoms Tracking Dataset
Endometriosis affects approximately 10% of reproductive-age women globally, yet the time to diagnosis is four to twelve years due to clinical challenges and the normalization of symptoms by patients and healthcare providers. Additionally, highly div…
Published: April 30, 2026. Version: 1.0.0 | DOI: 10.13026/k99q-fm63
Software Open Federated
Automated Detection and Removal of Pacing Artifacts from ECG Signal
Pacing artifacts in electrocardiogram (ECG) signals can interfere with accurate waveform analysis, making their detection and removal essential for reliable interpretation. We present an algorithm and provide MATLAB code to detect and remove pacing …
cardiac pacing artifact digital signal processing electrocardiogram
Published: April 24, 2026. Version: 1.0.0 | DOI: 10.13026/hq2h-8p89
Database Open Federated
GRABMyoFlow - Dataset extension
This dataset is an extension of the Gesture Recognition and Biometrics Electromyogram (GRABMyo) dataset, a comprehensive collection of surface electromyography (sEMG) signals from the forearm and wrist while performing static gestures, designed for …
Published: April 16, 2026. Version: 1.0.0 | DOI: 10.13026/ah52-zq51
Database Credentialed Federated
INSPIRE, a publicly available research dataset for perioperative medicine
We present the INSPIRE dataset, a publicly available research dataset in perioperative medicine, which includes approximately 130,000 cases (50% of all surgical cases) who underwent anesthesia for surgery at an academic institution in South Korea be…
open dataset multi-center surgery perioperative medicine
Published: April 16, 2026. Version: 1.4 | DOI: 10.13026/7fje-8522
Database Credentialed Federated
Embedding-Based Representations for BRSET and mBRSET
BRSET and mBRSET are publicly available Brazilian ophthalmological datasets composed of curated retinal fundus photographs with associated clinical and demographic information. While these resources enable diverse research applications, training dee…
computer vision ophthalmology vector embeddings
Published: March 30, 2026. Version: 1.0.0 | DOI: 10.13026/1h4p-vz70