Resources
Database Open Federated
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
This study aimed to determine the feasibility and effectiveness of wearable devices in detecting early physiological changes prior to the development of prediabetes [1-3]. The study generated digital biomarkers for remote, mHealth-based prediabetes …
biomedical engineering pre-diabetes biomarkers
Published: April 13, 2026. Version: 1.1.3 | DOI: 10.13026/aw6y-fc44
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
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: March 26, 2026. Version: 1.9.0 | DOI: 10.13026/etpr-0n55
Database Credentialed Federated
MIMIC-CXR-Ext-ILS: Lesion Segmentation Masks and Instruction-Answer Pairs for Chest X-rays
The applicability of current lesion segmentation models for chest X-rays (CXRs) has been limited both by a small number of target labels and the reliance on complex, expert-level text inputs, creating a barrier to practical use. To address these lim…
text-guided segmentation lesion segmentation chest x-ray segmentation
Published: March 25, 2026. Version: 1.0.0 | DOI: 10.13026/8ejy-4t06
Database Credentialed Federated
MIMIC-IV-Ext-PE: Pulmonary Embolism Labels for CT Pulmonary Angiography Radiology Reports
Pulmonary embolism (PE) is a leading cause of preventable in-hospital mortality. Advances in diagnosis, risk stratification, and prevention can improve outcomes. Large, publicly available datasets are needed to move research forward but are lacking …
Published: March 24, 2026. Version: 1.0.0 | DOI: 10.13026/5qq1-zv65
Database Credentialed Federated
Clinical Time Series Datasets for Trajectory Flow Matching Evaluation: ICU Sepsis, ICU Cardiac Arrest, and ICU GIB Cohorts
This resource comprises three clinical time series datasets used in the paper Trajectory Flow Matching with Applications to Clinical Time Series Modeling to evaluate models for handling irregularly sampled data in critical care settings. The ICU Sep…
clinical time series
Published: March 24, 2026. Version: 1.0.0 | DOI: 10.13026/pqe3-bv16
Database Credentialed Federated
MIMIC-IV-Ext-CLIF: MIMIC-IV in the Common Longitudinal ICU data Format (CLIF)
MIMIC-IV-Ext-CLIF is a derived dataset of MIMIC-IV v3.1, transformed into the Common Longitudinal ICU data Format (CLIF). CLIF is an open-source critical care data model developed by a consortium of more than 10 US academic medical centers to standa…
mimic clif the common longitudinal icu data format critical care
Published: March 24, 2026. Version: 1.1.0 | DOI: 10.13026/j481-g420
Database Credentialed Federated
MIMIC-IV-Ext-MedicalBench: Evaluating Large Language Models Towards Improved Medical Concept Extraction
Medical concept extraction from electronic health records underpins many downstream applications, yet remains challenging because medically meaningful concepts, such as diagnosis, are frequently implied rather than explicitly stated in medical narra…
Published: March 24, 2026. Version: 1.0.0 | DOI: 10.13026/j98m-g356
Database Credentialed Federated
MIMIC-III-Ext-PPG: A PPG Benchmark Dataset for Cardiorespiratory Analysis
MIMIC-III-Ext-PPG is a large-scale, annotated, and quality-assessed dataset of photoplethysmogram (PPG) segments extracted from the MIMIC-III Waveform Database Matched Subset. It contains around 6.3 million non-overlapping 30-second segments from 6,…
critical care blood pressure electrocardiogram signal quality heart rhythm photoplethysmography respiratory rate
Published: March 17, 2026. Version: 1.1.0 | DOI: 10.13026/r6k1-xt76
Database Credentialed Federated
Structured Viewing Classification Annotations From the MIMIC-IV-ECHO Dataset (ECHOVIEW)
The development of robust echocardiography analyses has been limited by the scarcity of well-annotated, labeled echocardiogram datasets. We introduce the Structured Viewing Classification Annotations From the MIMIC-IV-ECHO Dataset (ECHOVIEW), a deri…
Published: March 17, 2026. Version: 0.1 | DOI: 10.13026/ywz0-5b62