Resources
Database Credentialed Federated
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports
Radiology reports are essential for clinical care but pose challenges for automated processing due to their unstructured nature. Existing datasets like RadGraph-1.0 focus narrowly on chest X-rays (CXR), limiting their applicability. We introduce Rad…
Published: Sept. 12, 2025. Version: 1.0.0 | DOI: 10.13026/j8e7-pr22
Database Restricted Federated
mcPHASES: A Dataset of Physiological, Hormonal, and Self-reported Events and Symptoms for Menstrual Health Tracking with Wearables
Individuals who menstruate are frequently led to believe that there is a standard menstrual cycle, typically characterized as 28 days in length with predictable and uniform patterns. This framing often emphasizes cycle dates as the only relevant met…
hormones menstrual health multimodal health wearables health sensor data womens health
Published: Sept. 10, 2025. Version: 1.0.0 | DOI: 10.13026/zx6a-2c81
Database Open Federated
Myocardial perfusion scintigraphy image database
This database provides a collection of myocardial perfusion scintigraphy images in DICOM format with all metadata and segmentations (masks) in NIfTI format. The images were obtained from patients undergoing scintigraphy examinations to investigate c…
myocardial perfusion systems modeling myocardial perfusion scintigraphy dicom metadata artificial intelligence ventricular walls coronary artery disease convolutional neural networks automated segmentation clinical diagnosis anonymization nifti
Published: Sept. 10, 2025. Version: 1.0.0 | DOI: 10.13026/ce2z-dw74
Database Credentialed Federated
MIMIC-IV-Ext-Instr: A Dataset of 450K+ EHR-Grounded Instruction-Following Examples
Large language models (LLMs) have shown impressive capabilities in solving a wide range of tasks based on human instructions. However, developing a conversational AI assistant for electronic health record (EHR) data remains challenging due to the la…
medical question answering large language models instruction tuning
Published: Sept. 9, 2025. Version: 1.0.0 | DOI: 10.13026/e5bq-pr14
Database Restricted Federated
HYAMD High-Resolution Fundus Image Dataset for age related macular degeneration (AMD) Diagnosis
The Hillel Yaffe Age Related Macular Degeneration (HYAMD) longitudinal dataset comprises of 1,560 Digital Fundus Images (DFIs) of 325 patients examined at the Hillel Yaffe Medical Center (Hadera, Israel, Helsinki approval number 0048-24-HYMC) provid…
Published: Sept. 9, 2025. Version: 1.0.0 | DOI: 10.13026/ydf1-z238
Database Open Federated
MIMIC-IV Clinical Database Demo on FHIR
Interoperability of healthcare data has become increasingly important given the increase in deployment of data driven algorithms in clinical settings. The Fast Healthcare Interoperability Resources (FHIR) standard has emerged as a promising mechanis…
electronic health records fhir mimic
Published: Aug. 27, 2025. Version: 2.1.0
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: Aug. 22, 2025. Version: 2.0.1 | DOI: 10.13026/4y3t-pq44
Database Restricted Federated
Organ Retrieval and Collection of Health Information for Donation (ORCHID)
There are well-documented inefficiencies and inequities in the current system of deceased donor organ transplantation. While much prior research has focused on designing better allocation systems to distribute donated organs, more can be done to stu…
organ procurement organizations organ transplantation
Published: Aug. 21, 2025. Version: 2.1.0 | DOI: 10.13026/637d-3e59
Database Credentialed Federated
CXR-Align: A Benchmark for CXR-Report Alignment with Negations
CXR-Align is a benchmark dataset designed to evaluate vision-language processing (VLP) models' ability to accurately interpret negations in chest X-ray (CXR) reports. Negations are prevalent in medical documentation and pose significant challenges f…
Published: Aug. 21, 2025. Version: 1.0.0 | DOI: 10.13026/7ebc-s018
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: Aug. 18, 2025. Version: 2.0.1 | DOI: 10.13026/gzjs-0535