Resources
Database Credentialed Federated
LLaVA-Rad MIMIC-CXR Annotations
LLaVA-Rad MIMIC-CXR features more accurate section extractions from MIMIC-CXR free-text radiology reports. Traditionally, rule-based methods were used to extract sections such as the reason for exam, findings, and impression. However, these approach…
Published: Jan. 24, 2025. Version: 1.0.0 | DOI: 10.13026/4ma4-k740
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…
wearable anaerobic aerobic stress exercise
Published: Jan. 24, 2025. Version: 1.0.0 | DOI: 10.13026/zzf8-xv61
Database Open Federated
CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
The CheXmask Database presents a comprehensive, uniformly annotated collection of chest radiographs, constructed from five public databases: ChestX-ray8, Chexpert, MIMIC-CXR-JPG, Padchest and VinDr-CXR. The database aggregates 657,566 anatomical seg…
automatic quality assesment chest x-ray segmentation medical image segmentation
Published: Jan. 22, 2025. Version: 1.0.0 | DOI: 10.13026/3705-zg36
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
TAME Pain: Trustworthy AssessMEnt of Pain from Speech and Audio for the Empowerment of Patients
Precise pain assessment is essential for medical professionals to provide appropriate treatment. However, not every patient can verbalize their pain due to various reasons, such as speech disorders or language barriers. In these cases, medical pract…
speech audio pain cold pressor task
Published: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/20e2-1g10
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 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