Resources
Database Credentialed Federated
MIMIC-Ext-CXR-QBA: A Structured, Tagged, and Localized Visual Question Answering Dataset with Question-Box-Answer Triplets and Scene Graphs for Chest X-ray Images
Visual Question Answering (VQA) enables flexible and context-dependent analysis of medical images, such as chest X-rays (CXRs), by allowing users to pose specific questions and receive nuanced answers. However, existing CXR VQA datasets are typicall…
localization chest x-rays scene graphs vqa
Published: July 23, 2025. Version: 1.0.0 | DOI: 10.13026/8qmz-da41
Challenge Credentialed Federated
SNOMED CT Entity Linking Challenge
This challenge, sponsored by SNOMED International, seeks to advance the development of Entity Linking models that operate on unstructured clinical texts. Participants in the challenge will train entity linking models using a subset of MIMIC-IV-Note …
entity linking clinical annotation snomed
Published: July 22, 2025. Version: 1.1.0 | DOI: 10.13026/qn8t-6e19
Database Open Federated
Wearable Device Dataset from Induced Stress and Structured Exercise Sessions
This original dataset contains physiological signals collected during structured acute stress induction and aerobic and anaerobic exercise sessions using a wearable device. Blood volume pulse, motion-based activity, skin temperature, and electroderm…
exercise wearable aerobic stress anaerobic
Published: June 24, 2025. Version: 1.0.1 | DOI: 10.13026/he0v-tf17
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 four reports per category. All reports were manua…
mammography structured reporting radiology bi-rads
Published: June 24, 2025. Version: 1.0.1 | DOI: 10.13026/95cy-rc09
Database Restricted Federated
Microbiological, Immunological and Biochemical Characteristics of the Development of Ventilator Associated Pneumonia
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: June 24, 2025. Version: 1.1.0 | DOI: 10.13026/aeqv-0v88
Database Open Federated
tOLIet: Single-lead Thigh-based Electrocardiography Using Polimeric Dry Electrodes
Our team previously introduced an innovative concept for an "invisible" Electrocardiography (ECG) system, incorporating electrodes and sensors into a toilet seat design to enable signal acquisition from the thighs. Building upon that work, we now pr…
Published: June 24, 2025. Version: 1.0.0 | DOI: 10.13026/v66k-sk82
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: June 9, 2025. Version: 2.0.0 | DOI: 10.13026/84f3-sa05
Database Open Federated
Hillel Yaffe Glaucoma Dataset (HYGD): A Gold-Standard Annotated Fundus Dataset for Glaucoma Detection
Glaucomatous optic neuropathy (GON) is a leading cause of irreversible blindness worldwide, affecting an estimated 64.3 million people globally with projections reaching 111.8 million by 2040. Approximately 50% of cases remain undiagnosed until adva…
gon ophthalmology dfi gold-standard fundus retina glaucoma
Published: June 3, 2025. Version: 1.0.0 | DOI: 10.13026/z0ak-km33
Database Open Federated
bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset
Brain–computer interfaces (BCIs) have wide-ranging applications as solutions for replacing or substituting neural output that has been lost because of severe neuromuscular injury or disease, such as individuals with late-stage amyotrophic late…
ieee p2731 working group standard amyotrophic lateral sclerosis p300 speller p300 event related potential oddball paradigm error-related potential electroencephalography brain-computer interface
Published: May 19, 2025. Version: 1.0.0 | DOI: 10.13026/0byy-ry86
Database Credentialed Federated
MIMIC-IV-Ext Cardiac Disease
With the rapid development of generative LLMs (large language models) in the field of natural language processing, their potential in medical applications has become increasingly evident. However, most existing studies rely on exam-style questions o…
Published: May 6, 2025. Version: 1.0.0 | DOI: 10.13026/khgm-hc33