Resources
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
Database Credentialed Federated
Medical Expert Annotations of Unsupported Facts in Doctor-Written and LLM-Generated Patient Summaries
Large language models in healthcare can generate informative patient summaries while reducing the documentation workload of healthcare professionals. However, these models are prone to producing hallucinations, that is, generating unsupported inform…
Published: April 30, 2025. Version: 1.0.1 | DOI: 10.13026/gedc-j464
Database Restricted Federated
MIMIC-IV-Ext-Apixaban-Trial-Criteria-Questions
Large-language models (LLMs) show promise for extracting information from clinical notes. Deploying these models at scale can be challenging due to high computational costs, regulatory constraints, and privacy concerns. To address these challenges, …
clinical q and a evaluation set clinical trial eligibility
Published: April 30, 2025. Version: 1.0.0 | DOI: 10.13026/4p6q-vb04
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 three reports per category. All reports were manu…
mammography radiology structured reporting bi-rads
Published: April 30, 2025. Version: 1.0.0 | DOI: 10.13026/mrg5-ja22
Database Restricted Federated
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Sleep is an intrinsic part of human life, and recent advancements in wearable technology and machine learning have promised continuous and non-invasive methods of tracking sleep health and patterns, providing an important facet to a more holistic un…
sleep disorders wearable biomedical time series classification
Published: April 30, 2025. Version: 2.1.0 | DOI: 10.13026/7r9r-7r24