Resources
Database Open Federated
eICU Collaborative Research Database Demo
This project is a demo version of the eICU Collaborative Research Database, a multi-center database comprised of deidentified health data for over 200,000 admissions to ICUs across the United States between 2014-2015. The database includes vital sig…
critical care medical informatics open data eicu
Published: May 7, 2021. Version: 2.0.1 | DOI: 10.13026/4mxk-na84
Database Open Federated
Treadmill Maximal Exercise Tests from the Exercise Physiology and Human Performance Lab of the University of Malaga
The present database is an ensemble of the cardiorespiratory measurements acquired during 992 treadmill maximal graded exercise tests (GET) performed in the Exercise Physiology and Human Performance Lab of the University of Malaga. Heart rate, oxyge…
heart rate cardiovascular fitness heart rate recovery oxygen consumption graded exercise testing cardiorespiratory measures exercise testing fitness monitoring
Published: April 30, 2021. Version: 1.0.0 | DOI: 10.13026/de8x-qg95
Database Credentialed Federated
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
This is a preprocessed dataset derived from patient records in MIMIC-III and eICU, two large-scale electronic health record (EHR) databases. It contains features and labels for 5 prediction tasks involving 3 adverse outcomes (prediction ti…
electronic health record preprocessing machine learning
Published: April 29, 2021. Version: 1.0.0 | DOI: 10.13026/2qtg-k467
Model Credentialed Federated
Clinical BERT Models Trained on Pseudo Re-identified MIMIC-III Notes
This project contains the weights of 7 different BERT models trained over a surrogate re-identified set of MIMIC-III (v1.4) notes. Each model is suitable for direct compatibility with the HuggingFace framework; users can easily load and apply the mo…
Published: April 28, 2021. Version: 1.0.0 | DOI: 10.13026/vk2z-bz63
Database Open Federated
Effect of 24-hour sleep deprivation on cerebral hemodynamics and cognitive performance
Sleep deprivation (SD) is associated with decreased cognitive performance, but the underlying mechanisms are poorly understood. To assess the impact of SD on cerebral hemodynamics in the frontal lobe, functional near-infrared spectros…
Published: April 26, 2021. Version: 1.0.0 | DOI: 10.13026/669h-cx11
Database Open Federated
Mental workload during n-back task captured by TransCranial Doppler (TCD) sonography and functional Near-Infrared Spectroscopy (fNIRS) monitoring
The authors used this dataset to assess the neurovascular coupling responses evoked by a cognitive paradigm with the aid of TransCranial Doppler (TCD) sonography and functional Near-InfraRed Spectroscopy (fNIRS). Fourteen healthy young individuals w…
Published: April 21, 2021. Version: 1.0 | DOI: 10.13026/zfb2-1g43
Database Credentialed Federated
Curated Data for Describing Blood Glucose Management in the Intensive Care Unit
Analysis of real-world glucose and insulin clinical data recorded in electronic health records can provide insights into tailored approaches to clinical care, but still present many analytic challenges. The present data subsets are the result of a d…
insulin replacement therapy glycemic control critical care
Published: April 19, 2021. Version: 1.0.1 | DOI: 10.13026/517s-2q57
Database Restricted Federated
Multitaper spectra recorded during GABAergic anesthetic unconsciousness
This database contains electroencephalography (EEG) multitaper spectra and associated conscious/unconscious labels for a cohort of 10 healthy volunteers undergoing stereotyped anesthetic administration and direct monitoring of subject resp…
electroencephalography eeg unconsciousness anesthesia
Published: April 19, 2021. Version: 1.0.0 | DOI: 10.13026/m792-h077
Software Open Federated
Waveform Database Software Package (WFDB) for MATLAB and Octave
Physiological waveforms - such as electrocardiograms (ECG), electroencephalograms (EEG), electromyograms (EMG) - are generated during the course of routine care. These signals contain information that can be used to understand underlying conditions …
Published: April 5, 2021. Version: 0.10.0 | DOI: 10.13026/6zcz-e163
Software Open Federated
Waveform Database Software Package (WFDB) for Python
Physiological waveforms - such as electrocardiograms (ECG), electroencephalograms (EEG), electromyograms (EMG) - are generated during the course of routine care. These signals contain information that can be used to understand underlying conditions …
wfdb waveform python
Published: March 26, 2021. Version: 3.3.0 | DOI: 10.13026/g35g-c061