Resources
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
Database Credentialed Federated
MIMIC-III-Ext-VeriFact-BHC: Labeled Propositions From Brief Hospital Course Summaries for Long-form Clinical Text Evaluation
The VeriFact-BHC dataset is designed to verify the factuality of long-form text written about a patient against their own electronic health record. There is increasing interest in using large language models (LLMs) to generate clinical text in patie…
long-form text chart review artificial intelligence clinical notes text reranking brief hospital course natural language processing atomic claim hybrid retrieval clinical informatics clinical medicine fact verification retrieval-augmented generation logical atomism text embedding formal logic large language models llm-as-a-judge electronic health records llm evaluation
Published: April 9, 2025. Version: 1.0.0 | DOI: 10.13026/abat-g475
Database Credentialed Federated
MIMIC-III-Ext-tPatchGNN
This dataset is a curated subset of MIMIC-III (v1.4), specifically formatted to facilitate reproducibility of the experiments in the work t-PatchGNN. It serves as part of a benchmark designed for forecasting irregular multivariate clinical time seri…
Published: April 9, 2025. Version: 1.0.0 | DOI: 10.13026/ckn0-3868
Database Credentialed Federated
MIMIC-IV-Ext-CEKG: A Process-Oriented Dataset Derived from MIMIC-IV for Enhanced Clinical Insights
Maintaining a healthy population is essential for improving quality of life and overall societal well-being. One approach to achieving a healthy population is by improving patients' care pathways. This is particularly vital for patients with multipl…
process mining multi entity process mining mimic object centric event log clinical event knowledge graph
Published: April 9, 2025. Version: 1.0.0 | DOI: 10.13026/qr9d-6t52
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
Database Credentialed Federated
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
Electronic Health Records (EHRs) are integral for storing comprehensive patient medical records, combining structured data (e.g., medications) with detailed clinical notes (e.g., physician notes). These elements are essential for straightforward dat…
Published: March 19, 2025. Version: 1.0.1 | DOI: 10.13026/m4vd-y789
Database Restricted Federated
ALarms, Outcomes Telemetry with Timing (ALOTT): a Bedside-EMR Database
ALOTT is a pilot project that gathered telemetry data from 270 beds and over 15,000 hospital admissions from September 2018 through November 2020 at The James Cancer Hospital and Ross Heart Hospital. ALOTT contains telemetry waveforms, such as elect…
Published: March 19, 2025. Version: 1.0.0 | DOI: 10.13026/sbq5-dy17
Database Open Federated
ReXErr-v1: Clinically Meaningful Chest X-Ray Report Errors Derived from MIMIC-CXR
Interpreting medical images and writing radiology reports is a critical yet challenging task in healthcare. Despite their importance, both human-written and AI-generated reports are liable to errors, leaving a need for robust and representative data…
Published: March 19, 2025. Version: 1.0.0 | DOI: 10.13026/9dns-vd94