Resources


Database Open Federated

Leipzig Heart Center ECG-Database: Arrhythmias in Children and Patients with Congenital Heart Disease

Source: Physionet

Interpretation of Electrocardiograms (ECG) is increasingly complemented by algorithms. These algorithms are based on large datasets. This ECG database consists of children and adults with congenital heart defects (CHD) including many arrhythmia anno…

arrhythmias artificial intelligence chd 12-lead intracardiac recordings annotated congenital heart disease ecg

Published: March 19, 2025. Version: 1.0.0 | DOI: 10.13026/7a4j-vn37


Database Credentialed Federated

MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context

Source: Physionet

Large Vision Language Models (LVLMs) have recently achieved superior performance in various tasks on natural image and text data, which inspires a large amount of studies for LVLMs fine-tuning and training. Despite their advancements, there has been…

Published: March 11, 2025. Version: 1.0.0 | DOI: 10.13026/8ymd-c338


Database Restricted Federated

Microbiological, Immunological and Biochemical Characteristics of the Development of Ventilator Associated Pneumonia

Source: Physionet

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: March 10, 2025. Version: 1.0.0 | DOI: 10.13026/nx6s-hf22


Database Restricted Federated

Dataset for Segmentation and Classification of Cardiac Implantable Electronic Devices in Chest X-Rays

Source: Physionet

This dataset encompasses a comprehensive collection of 2,321 chest radiographs (originally DICOM, converted to PNG) and 11,072 smartphone images documenting various cardiac implantable electronic devices (CIEDs) such as implantable pacemakers, cardi…

medical imaging cardiac implantable electronic devices chest x-ray radiology

Published: March 4, 2025. Version: 1.0.0 | DOI: 10.13026/swv0-cd11


Database Credentialed Federated

MIMIC-IV-Ext Triage Instruction Corpus

Source: Physionet

Emergency department (ED) overcrowding leads to delayed care, increased patient risk, and inefficient resource use. The MIMIC-IV-Ext Triage Instruction Corpus (MIETIC) addresses this by providing 9,629 structured triage cases from MIMIC-IV, aligned …

large language models machine learning nlp clinical decision support emergency severity index emergency triage

Published: March 4, 2025. Version: 1.0.0 | DOI: 10.13026/q1nc-2e47


Database Credentialed Federated

Multimodal Clinical Monitoring in the Emergency Department (MC-MED)

Source: Physionet

Emergency department (ED) patients often present with undiagnosed complaints, and can exhibit rapidly evolving physiology. Therefore, data from continuous physiologic monitoring, in addition to the electronic health record, is essential to understan…

Published: March 3, 2025. Version: 1.0.0 | DOI: 10.13026/jz99-4j81


Database Restricted Federated

OpenOximetry Repository

Source: Physionet

The OpenOximetry Repository is a structured database designed to store clinical and laboratory pulse oximetry data and allows for consolidation of data sets held by collaborating organizations. Matched or independent readings of oxygen saturations, …

Published: Feb. 28, 2025. Version: 1.1.1 | DOI: 10.13026/be2e-cn29


Database Credentialed Federated

PIFIR: PET-CT Invasive Fungal Infection Reports

Source: Physionet

Surveillance of invasive fungal infection (IFI) in clinical settings is a laborious process requiring a detailed review of patient medical history. One of the key sources of clinical information is imaging reports: radiologist-produced free-text rep…

clinical documentation invasive fungal infections nlp information extraction

Published: Feb. 27, 2025. Version: 1.0.0 | DOI: 10.13026/d51v-j343


Database Open Federated

A Multimodal Dataset for Investigating Working Memory in Presence of Music

Source: Physionet

We present the accompanying dataset to the study "A Multimodal Dataset for Investigating Working Memory in Presenceof Music". The experiment is conducted with the aim of investigating the viability of music as an intervention to regulate c…

Published: Feb. 26, 2025. Version: 1.0.0 | DOI: 10.13026/6vh4-dk68


Database Restricted Federated

OpenOximetry Repository

Source: Physionet

The OpenOximetry Repository is a structured database designed to store clinical and laboratory pulse oximetry data and allows for consolidation of data sets held by collaborating organizations. Matched or independent readings of oxygen saturations, …

Published: Feb. 19, 2025. Version: 1.1.0 | DOI: 10.13026/yq6c-z215