Resources
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 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 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
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
Database Credentialed Federated
FDTooth: Intraoral Photographs and Cone-Beam Computed Tomography Images for Fenestration and Dehiscence Detection
FDTooth is a comprehensive dataset designed for the automated detection of fenestration and dehiscence (FD) in anterior teeth, combining intraoral photographs and corresponding cone-beam computed tomography (CBCT) images from 241 patients aged 9 to …
Published: May 5, 2025. Version: 1.0.0 | DOI: 10.13026/v9xk-dy61
Database Credentialed Federated
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
While increasing patients' access to medical documents improves medical care, this benefit is limited by varying health literacy levels and complex medical terminology. Large language models (LLMs) offer solutions by simplifying medical information.…
Published: May 5, 2025. Version: 1.0.0 | DOI: 10.13026/f566-h049
Database Open Federated
Minute level step counts and physical activity data from the National Health and Nutrition Examination Survey (NHANES) 2011-2014
The National Health and Nutrition Examination Survey (NHANES) is a nationally representative study that collects demographic, socioeconomic, dietary, and health-related information from 10,000 Americans annually. In Wave G (2011-2012) and Wave H (20…
steps accelerometry physical activity nhanes
Published: May 5, 2025. Version: 1.0.1 | DOI: 10.13026/9n0r-tv02