Resources
Database Restricted Federated
MIMIC-IV-Ext-Apixaban-Trial-Criteria-Questions
Large-language models (LLMs) show promise for extracting information from clinical notes. Deploying these models at scale can be challenging due to high computational costs, regulatory constraints, and privacy concerns. To address these challenges, …
clinical q and a evaluation set clinical trial eligibility
Published: April 30, 2025. Version: 1.0.0 | DOI: 10.13026/4p6q-vb04
Database Credentialed Federated
Medical Expert Annotations of Unsupported Facts in Doctor-Written and LLM-Generated Patient Summaries
Large language models in healthcare can generate informative patient summaries while reducing the documentation workload of healthcare professionals. However, these models are prone to producing hallucinations, that is, generating unsupported inform…
Published: April 30, 2025. Version: 1.0.1 | DOI: 10.13026/gedc-j464
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 three reports per category. All reports were manu…
mammography radiology structured reporting bi-rads
Published: April 30, 2025. Version: 1.0.0 | DOI: 10.13026/mrg5-ja22
Database Restricted Federated
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Sleep is an intrinsic part of human life, and recent advancements in wearable technology and machine learning have promised continuous and non-invasive methods of tracking sleep health and patterns, providing an important facet to a more holistic un…
sleep disorders wearable biomedical time series classification
Published: April 30, 2025. Version: 2.1.0 | DOI: 10.13026/7r9r-7r24
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…
bridge2ai voice
Published: April 16, 2025. Version: 2.0.0 | DOI: 10.13026/3xt6-rf05
Database Open Federated
SHDB-AF: a Japanese Holter ECG database of atrial fibrillation
Saitama Heart Database Atrial Fibrillation (SHDB-AF) is a novel open-sourced Holter ECG database from Japan, containing data from 122 unique subjects with paroxysmal atrial fibrillation. Among the 128 recordings, 98 contain raw ECG data with rhythm …
atrial fibrillation ecg holters
Published: April 16, 2025. Version: 1.0.1 | DOI: 10.13026/n6yq-fq90
Database Credentialed Federated
A Temporal Dataset for Respiratory Support in Critically Ill Patients
We present a temporal benchmark dataset for clinical respiratory intervention tasks in intensive care unit (ICU) patients, derived from the MIMIC-IV v2.2 dataset. The data consists of 50,920 adult ICU patients and includes 90-day hourly ventilation …
oberservational data time-series
Published: April 15, 2025. Version: 1.1.0 | DOI: 10.13026/wewp-sj67
Database Credentialed Federated
AIPatient KG: MIMIC-III and CORAL Electronic Health Records based Patient Knowledge Graph
This study integrates the MIMIC-III and CORAL electronic health records into knowledge graphs to enhance their utility for advanced medical analysis and decision-making. MIMIC-III contains comprehensive data from over 40,000 patients, while CORAL fo…
Published: April 15, 2025. Version: 1.0.0 | DOI: 10.13026/vjrq-9328
Challenge Credentialed Federated
ArchEHR-QA: BioNLP at ACL 2025 Shared Task on Grounded Electronic Health Record Question Answering
Responding to patients’ medical inbox messages through patient portals is increasingly a contributor to clinician burden. To this end, automatically generating answers to questions from patients considering their medical records is important. …
electronic health record clinicians patient portals question answering
Published: April 11, 2025. Version: 1.2 | DOI: 10.13026/nrhg-f267
Database Restricted Federated
Electrocardiogram-Capable Smartwatches: Assessing Their Clinical Accuracy and Application
Wearable technology has progressed significantly so that today's smartwatches are able to offer advanced health monitoring functions such as electrocardiogram (ECG). This study contains data that can be used to clinically assess the accuracy of four…
ischemia fitbit sense ambulatory samsung galaxy watch st-segment apple watch withings scanwatch smartwatch
Published: April 9, 2025. Version: 1.0.0 | DOI: 10.13026/7018-y383