Resources
Database Credentialed Federated
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark
Automatic medical report generation (MRG) towards describing life-threatening lesions from given medical images, such as Chest X-ray and Fundus Fluorescein Angiography (FFA), has been a long-standing research topic in machine learning and automatic …
fundus fluorescein angiography medical report generation vision and language explainable and reliable evaluation
Published: Jan. 21, 2025. Version: 1.1.0 | DOI: 10.13026/f7w3-gm74
Database Credentialed Federated
Medical-CXR-VQA dataset: A Large-Scale LLM-Enhanced Medical Dataset for Visual Question Answering on Chest X-Ray Images
Medical Visual Question Answering (VQA) is an important task in medical multi-modal Large Language Models (LLMs), aiming to answer clinically relevant questions regarding input medical images. This technique has the potential to improve the efficien…
Published: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/1pm5-hy02
Database Restricted Federated
MIMIC-IV-Ext-DiReCT
Large language models (LLMs) have recently demonstrated remarkable capabilities across a broad spectrum of tasks and applications, including the medical field. Models like GPT-4 excel in medical question answering but encounter challenges in interpr…
Published: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/yf96-kc87
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: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/m71c-9345
Database Credentialed Federated
TherLid: A Thermometry Linked Dataset
A recent study showed that infrared (IR) sensors may be prone to calibration discrepancies among darker-pigmented patients. Similar disparities have already been verified in pulse oximetry. This raises questions about whether thermometry measurement…
thermometry intensive care unit health equity electronic health records
Published: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/tkww-8b64
Database Restricted 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: Jan. 17, 2025. Version: 1.1 | DOI: 10.13026/249v-w155
Database Restricted Federated
A database of hand kinematics, high-density sEMG of forearm and wrist for motion intent recognition
Surface electromyography (sEMG) signals reflect spinal motor neuron activities and can be used as intuitive inputs for human-machine interaction (HMI) via movement intent recognition. The motor neuron potentials of far-field (wrist) and near-field (…
Published: Jan. 17, 2025. Version: 1.0.0 | DOI: 10.13026/ch3e-c195
Database Open Federated
SensSmartTech database of cardiovascular signals synchronously recorded by an electrocardiograph, phonocardiograph, photoplethysmograph and accelerometer
The SensSmartTech database comprises cardiovascular signals synchronously recorded by electrocardiograph (ECG), phonocardiograph (PCG), photoplethysmograph (PPG) and accelerometer (ACC) at heart rates at rest and after activity (HRs). It is composed…
Published: Dec. 19, 2024. Version: 1.0.0 | DOI: 10.13026/fy9p-n277
Database Credentialed Federated
MIMIC-IV-Ext-GPT-3_5-Generated-Discharge-Summaries-for-Low-Resource-Codes
This dataset comprises 9,606 Synthetic Discharge Summaries generated by GPT-3.5 based on combinations of ICD-10-code descriptions associated with real discharge summaries in MIMIC-IV. As part of the generation process, GPT-3.5 was also tasked to cod…
icd coding data augmentation large language model
Published: Dec. 16, 2024. Version: 1.0.0 | DOI: 10.13026/09ng-2614
Database Restricted Federated
Endoscapes2023, A Critical View of Safety and Surgical Scene Segmentation Dataset for Laparoscopic Cholecystectomy
Minimally invasive image-guided surgery heavily relies on vision. Deep learning models for surgical video analysis can support surgeons in visual tasks such as assessing the critical view of safety (CVS) in laparoscopic cholecystectomy, potentially …
surgical safety computer assisted interventions semantic segmentation surgical data science medical imaging analysis
Published: Dec. 11, 2024. Version: 1.0.0 | DOI: 10.13026/czwq-jh81