Resources
Database Restricted Federated
Upper body thermal images and associated clinical data from a pilot cohort study of COVID-19
The prospective upper body thermal images SARS-CoV2 association study was designed to test the hypothesis that thermal videos may aid in the early diagnosis of COVID-19. The study recorded a set of measurements from 252 participants regarding PCR re…
covid-19 thermal videos sars-cov-2 clinical symptoms
Published: Aug. 16, 2021. Version: 1.1 | DOI: 10.13026/wfr2-5973
Database Open Federated
Behavioral and autonomic dynamics during propofol-induced unconsciousness
During general anesthesia, both behavioral and autonomic changes are caused by the administration of anesthetics such as propofol. Propofol produces unconsciousness by creating highly structured oscillations in brain circuits. The anesthetic also ha…
anesthesia autonomic nervous system propofol heart rate variability electrodermal activity
Published: July 30, 2021. Version: 1.0 | DOI: 10.13026/2rbc-1r03
Database Open Federated
Autonomic Aging: A dataset to quantify changes of cardiovascular autonomic function during healthy aging
Autonomic function regulating blood pressure and cardiac rhythm progressively declines with increasing age. Impaired cardiovascular control promotes a variety of age-related conditions such as dementia, or Alzheimer’s disease. This study aims …
blood pressure age cardiovascular baroreflex heart rate variability
Published: July 30, 2021. Version: 1.0.0 | DOI: 10.13026/2hsy-t491
Database Open Federated
CPAP Pressure and Flow Data from a Local Trial of 30 Adults at the University of Canterbury
A pressure and flow dataset for CPAP (continuous positive airway pressure) breathing obtained from 30 subjects for model-based identification of patient-specific lung mechanics using a specially designed sensor system comprising an array of differen…
cpap respiratory mechanics biomedical engineering respiratory modelling peep pulmonary mechanics
Published: July 19, 2021. Version: 1.0.0 | DOI: 10.13026/ckz9-ph15
Database Credentialed Federated
Chest ImaGenome Dataset
In recent years, with the release of multiple large datasets, automatic interpretation of chest X-ray (CXR) images with deep learning models have become feasible for specific abnormalities or for generating preliminary reports. However, despite repo…
scene graph visual question answering visual dialogue machine learning object detection deep learning disease progression multimodal semantic reasoning bounding box radiology relation extraction chest x-ray knowledge graph cxr chest explainability reasoning
Published: July 13, 2021. Version: 1.0.0 | DOI: 10.13026/wv01-y230
Database Open Federated
Haaglanden Medisch Centrum sleep staging database
A collection of 154 whole-night polysomnographic (PSG) sleep recordings (88 Male, 66 Female, mean Age of 53.8 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center. Patient recordings were randoml…
inter-database generalization edf deep learning sleep staging
Published: July 1, 2021. Version: 1.0.0 | DOI: 10.13026/gp48-ea60
Database Open Federated
Pulse Amplitudes from electrodermal activity collected from healthy volunteer subjects at rest and under controlled sedation
This dataset of electrodermal activity was collected from 11 healthy volunteer subjects who were awake and at rest in seated position and 11 different healthy volunteers who were under controlled propofol sedation. For the awake and at rest subjects…
autonomic nervous system anesthesia electrodermal activity sympathetic nervous system sweat gland activity propofol
Published: June 30, 2021. Version: 1.0 | DOI: 10.13026/r9p1-bk90
Database Credentialed Federated
RadNLI: A natural language inference dataset for the radiology domain
The problem of natural language inference (NLI) determines whether a natural language hypothesis can be justifiably inferred from a natural language premise. NLI has attracted researchers to benchmark it in a number of settings including medical one…
Published: June 29, 2021. Version: 1.0.0 | DOI: 10.13026/mmab-c762
Database Open Federated
Labeled raw accelerometry data captured during walking, stair climbing and driving
The database contains raw accelerometry data collected during outdoor walking, stair climbing, and driving for 32 healthy adults. Accelerometry data were collected simultaneously at four body locations: left wrist, left hip, left ankle, and right an…
actigraph accelerometers walking activity physical activity activity monitor accelerometer driving activity raw accelerometry data accelerometry activity meter activity recognition
Published: June 26, 2021. Version: 1.0.0 | DOI: 10.13026/51h0-a262
Database Credentialed Federated
VinDr-CXR: An open dataset of chest X-rays with radiologist annotations
We describe here a dataset of more than 100,000 chest X-ray scans that were retrospectively collected from two major hospitals in Vietnam. Out of this raw data, we release 18,000 images that were manually annotated by a total of 17 experienced radio…
lesion detection disease classification computer vision chest x-ray interpretation deep learning
Published: June 22, 2021. Version: 1.0.0 | DOI: 10.13026/3akn-b287