Resources
Database Open Federated
Patient-level dataset to study the effect of COVID-19 in people with Multiple Sclerosis
Multiple Sclerosis (MS) is an inflammatory autoimmune disease of the central nervous system, causing increased vulnerability to infections and disability among young adults. Ever since the coronavirus disease 2019 (COVID-19) outbreak, caused by seve…
Published: May 30, 2023. Version: 1.0.0 | DOI: 10.13026/feem-fn23
Database Open Federated
Facial and oral temperature data from a large set of human subject volunteers
To evaluate the benefit of implementing standardized deployment and acquisition practices in the measurement of elevated body temperature (EBT) with infrared thermographs (IRTs), we conducted a clinical study with more than one thousand subjects.&nb…
infectious disease epidemics thermography fever screening thermometry inner canthus elevated body temperature clinical accuracy receiver operating characteristic curve facial maximum temperatures infrared thermograph pearson correlation coefficients
Published: May 25, 2023. Version: 1.0.0 | DOI: 10.13026/3bhc-9065
Database Open Federated
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
This study aimed to determine the feasibility and effectiveness of wearable devices in detecting early physiological changes prior to the development of prediabetes [1-3]. The study generated digital biomarkers for remote, mHealth-based prediabetes …
biomarkers biomedical engineering pre-diabetes
Published: May 11, 2023. Version: 1.1.1 | DOI: 10.13026/73s9-cw03
Database Open Federated
PTB-XL+, a comprehensive electrocardiographic feature dataset
The PTB-XL+ dataset is a comprehensive feature dataset that supplements the PTB-XL ECG dataset. It includes ECG features extracted via two commercial and one open-source algorithm in a harmonized format as well as median beats or, where applicable, …
electrocardiography ecg ptb-xl ptb
Published: April 25, 2023. Version: 1.0.0 | DOI: 10.13026/m5qc-8m53
Database Open Federated
SCG-RHC: Wearable Seismocardiogram Signal and Right Heart Catheter Database
We are providing an open access dataset of 73 patients to study better ways to monitor changes in pulmonary arterial pressure (PAP) and pulmonary capillary wedge pressure (PCWP) using a small, non-invasive, chest-worn wearable patch. The ground trut…
Published: March 31, 2023. Version: 1.0.0 | DOI: 10.13026/133d-pk11
Database Open Federated
CogWear: Can we detect cognitive effort with consumer-grade wearables?
The CogWear database consists of two datasets: pilot and survey gamification experiment. The pilot dataset includes physiological signals from 11 volunteers captured by three wearable devices (Empatica E4 watch, Samsung Galaxy Watch4 and Muse S…
Published: March 31, 2023. Version: 1.0.0 | DOI: 10.13026/5f6t-b637
Database Restricted Federated
MIMIC-Eye: Integrating MIMIC Datasets with REFLACX and Eye Gaze for Multimodal Deep Learning Applications
Deep learning technologies have been widely adopted in medical imaging due to their ability to extract features from images and make accurate diagnoses automatically. Medical imaging technologies are particularly useful because they can be trained t…
Published: March 23, 2023. Version: 1.0.0 | DOI: 10.13026/pc72-as03
Database Credentialed Federated
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
MS-CXR-T is a multi-modal benchmark dataset for evaluating biomedical vision-language processing (VLP) models on two distinct temporal tasks in radiology: image classification and sentence similarity. The former comprises multi-image frontal chest X…
multimodal cxr vision-language processing radiology chest x-ray disease progression
Published: March 18, 2023. Version: 1.0.0 | DOI: 10.13026/pg10-j984
Database Credentialed Federated
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
We present the first multi-year mobile sensing datasets. Our multi-year data collection studies span four years (10 weeks each year, from 2018 to 2021). The four datasets contain data collected from 705 person-years (497 unique participants) with di…
human behavior modeling ubiquitous computing well-being health passive mobile sensing
Published: March 14, 2023. Version: 1.1 | DOI: 10.13026/r9s1-s711
Database Credentialed Federated
SCRIPT CarpeDiem Dataset: demographics, outcomes, and per-day clinical parameters for critically ill patients with suspected pneumonia
Traditional approaches to analyzing episodes of patient care in the ICU examine features on presentation and outcomes on discharge, collapsing the numerous events that happen during a patient’s stay and ignoring intercurrent ICU complications …
Published: March 13, 2023. Version: 1.1.0 | DOI: 10.13026/5phr-4r89