Resources
Database Restricted Federated
Visual Question Answering evaluation dataset for MIMIC CXR
MIMIC CXR [1] is a large publicly available dataset of chest radiographs in DICOM format with free-text radiology reports. In addition, labels for the presence of 12 different chest-related pathologies, as well as of any support devices, and overall…
Published: Jan. 28, 2025. Version: 1.0.0 | DOI: 10.13026/cvsk-ny21
Database Open Federated
CGMacros: a scientific dataset for personalized nutrition and diet monitoring
We present CGMacros, a dataset containing multimodal information from two continuous glucose monitors (CGM), food macronutrients, food photographs, and physical activity, in addition to anonymized participant demographics, anthropometric measurement…
diabetes continuous glucose monitors obesity machine learning postprandial glucose response food macronutrients metabolic models food photographs personalized nutrition
Published: Jan. 28, 2025. Version: 1.0.0 | DOI: 10.13026/3z8q-x658
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…
nhanes accelerometry steps physical activity
Published: Jan. 28, 2025. Version: 1.0.0 | DOI: 10.13026/ah0j-3z47
Database Credentialed Federated
SCRIPT X2B8 Dataset: per-day clinical features to model successful next-day extubation
Criteria to identify patients who are ready to be liberated from mechanical ventilation are imprecise, often resulting in prolonged mechanical ventilation or reintubation, both of which are associated with adverse outcomes. We sought to determine wh…
Published: Jan. 28, 2025. Version: 1.0.0 | DOI: 10.13026/235w-zn26
Database Open Federated
MUSIC (Sudden Cardiac Death in Chronic Heart Failure)
The MUSIC (MUerte Subita en Insuficiencia Cardiaca) study is a prospective, multicentre, longitudinal study designed to assess risk predictors of cardiac mortality and sudden cardiac death (SCD) in ambulatory patients with chronic heart failure (CHF…
Published: Jan. 24, 2025. Version: 1.0.1 | DOI: 10.13026/z3m7-rf58
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