Resources
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…
ai model deployment population health ecg transthoracic echocardiogram machine learning left ventricular dysfunction electrocardiogram structural heart disease aortic stenosis cardiovascular screening digital health clinical decision support artificial intelligence ai in healthcare health equity deep learning valvular heart disease heart failure
Published: Aug. 5, 2025. Version: 1.0.0 | DOI: 10.13026/r9pp-3y42
Database Credentialed Federated
Immunosuppressive Condition and Medication Annotations for Admission Notes in the MIMIC-III Database
Immunosuppression due to underlying conditions or immunosuppressive medication use increases the risk of morbidity and mortality in the context of infectious disease. Identifying patients with immunosuppression is important for better studying and u…
Published: Aug. 5, 2025. Version: 1.0.0 | DOI: 10.13026/etd0-dq69
Database Credentialed Federated
SCRIPT CarpeDiem Dataset: demographics, outcomes, and per-day clinical parameters for critically ill patients with suspected pneumonia
Traditional approaches to analyzing episodes of patient care in the ICU examine features on presentation and outcomes on discharge, collapsing the numerous events that happen during a patient’s stay and ignoring intercurrent ICU complications …
Published: Aug. 5, 2025. Version: 1.8.0 | DOI: 10.13026/w7kd-qj96
Database Credentialed Federated
Annotated Social Determinants of Health Dataset for Adverse Pregnancy Outcomes
This project presents an annotated dataset derived from MIMIC-III and MIMIC-IV discharge summaries, focusing on key Social Determinants of Health (SDoH) factors—social support, occupation, and substance use—and their association with adv…
Published: Aug. 5, 2025. Version: 1.0.0 | DOI: 10.13026/qk2y-wx30
Database Credentialed Federated
MIMIC-Ext-CXR-QBA: A Structured, Tagged, and Localized Visual Question Answering Dataset with Question-Box-Answer Triplets and Scene Graphs for Chest X-ray Images
Visual Question Answering (VQA) enables flexible and context-dependent analysis of medical images, such as chest X-rays (CXRs), by allowing users to pose specific questions and receive nuanced answers. However, existing CXR VQA datasets are typicall…
localization chest x-rays scene graphs vqa
Published: July 23, 2025. Version: 1.0.0 | DOI: 10.13026/8qmz-da41
Database Open Federated
tOLIet: Single-lead Thigh-based Electrocardiography Using Polimeric Dry Electrodes
Our team previously introduced an innovative concept for an "invisible" Electrocardiography (ECG) system, incorporating electrodes and sensors into a toilet seat design to enable signal acquisition from the thighs. Building upon that work, we now pr…
Published: June 24, 2025. Version: 1.0.0 | DOI: 10.13026/v66k-sk82
Database Open Federated
Wearable Device Dataset from Induced Stress and Structured Exercise Sessions
This original dataset contains physiological signals collected during structured acute stress induction and aerobic and anaerobic exercise sessions using a wearable device. Blood volume pulse, motion-based activity, skin temperature, and electroderm…
exercise wearable aerobic stress anaerobic
Published: June 24, 2025. Version: 1.0.1 | DOI: 10.13026/he0v-tf17
Database Restricted Federated
Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports
This dataset, Swiss-Mammo, contains 28 manually constructed German mammography reports, each paired with an English translation. The reports are stratified across BI-RADS categories 0 through 6, with four reports per category. All reports were manua…
mammography structured reporting radiology bi-rads
Published: June 24, 2025. Version: 1.0.1 | DOI: 10.13026/95cy-rc09
Database Restricted Federated
Microbiological, Immunological and Biochemical Characteristics of the Development of Ventilator Associated Pneumonia
The respiratory microbiome plays a critical role in metabolism, immune system maturation, and protection against pathogens. Traditionally, respiratory microbiology in pneumonia focused on identifying a specific pathogen, often disregarding normal or…
Published: June 24, 2025. Version: 1.1.0 | DOI: 10.13026/aeqv-0v88
Database Restricted Federated
Community-Acquired Pneumonia, Endotypes and Phenotypes (NACef): Prospective, observational cohort study of Translational Medicine
Community-Acquired Pneumonia (CAP) remains a prominent infectious process associated with elevated in-hospital morbidity and mortality rates. Through the exploration of phenotypes, endotypes, and biomarkers, it becomes feasible to identify individua…
Published: June 9, 2025. Version: 2.0.0 | DOI: 10.13026/84f3-sa05