Resources
Database Credentialed Federated
Electrodermal Activity of Healthy Volunteers while Awake and at Rest
This dataset of electrodermal activity was collected from 11 healthy volunteer subjects who were awake and at rest in seated position. The activity was recorded from each subject's non-dominant hand for one hour at 256 Hz. Electrodermal act…
sweat gland activity autonomic nervous system anesthesia sympathetic nervous system electrodermal activity propofol
Published: Aug. 26, 2021. Version: 2.0 | DOI: 10.13026/136t-7g98
Database Restricted Federated
VinDr-SpineXR: A large annotated medical image dataset for spinal lesions detection and classification from radiographs
Radiographs are used as the most critical imaging tool for identifying spine anomalies in clinical practice [1]. The evaluation of spinal bone lesions, however, is a challenging task for radiologists. To the best of our knowledge, no existing studie…
Published: Aug. 24, 2021. Version: 1.0.0 | DOI: 10.13026/q45h-5h59
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 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