Resources
Model Credentialed Federated
EntityBERT: BERT-based Models Pretrained on MIMIC-III with or without Entity-centric Masking Strategy for the Clinical Domain
Transformer-based neural language models have led to breakthroughs for a variety of natural language processing (NLP) tasks. However, most models are pretrained on general domain data. We propose a methodology to produce a model focused on the clini…
Published: Sept. 9, 2021. Version: 1.0.0 | DOI: 10.13026/kwdm-6a56
Software Open Federated
Model for Simulating ECG and PPG Signals with Arrhythmia Episodes
The simulation of electrocardiographic (ECG) and photoplethysmographic (PPG) signals with cardiac arrhythmias is important when developing and testing arrhythmia detectors. This software is capable of simulating sinus rhythm, episodes of atrial…
atrial fibrillation motion artifacts noise arrhythmia bradycardia tachycardia simulation ecg ppg detection
Published: Aug. 31, 2021. Version: 1.3.0 | DOI: 10.13026/c5qq-2g72
Database Open Federated
RR interval time series from healthy subjects
Heart rate variability (HRV) is mainly controlled by the autonomic nervous system (ANS) interacting with receptors on the sinoatrial node (SAN). HRV is influenced by many several factors such as chemical, hormonal and neural modulations, circadian c…
rr time series healthy subjects heart rate variability from newly born to adult
Published: Aug. 30, 2021. Version: 1.0.0 | DOI: 10.13026/51yd-d219
Software Open Federated
Lightweight 12-lead ECG viewer for MATLAB
Electrocardiograms (ECGs) provide time-varying measurements of the electrical activity of the heart. These signals can provide insights into underlying aspects of heart health and disease. Here we provide software for viewing 12-lead ECG files (in .…
routine clinical ecg electrocardiogram viewer clinical 12-lead ecg
Published: Aug. 30, 2021. Version: 1.0.0 | DOI: 10.13026/sm8m-v308
Database Open Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
ehr eeg ecg clinical decision support pediatrics sleep disorders sleep study electronic health records polysomnography
Published: Aug. 28, 2021. Version: 1.0.0 | DOI: 10.13026/fp4y-6m41
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 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
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
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