Resources


Database Open Federated

Behavioral and autonomic dynamics during propofol-induced unconsciousness

Source: Physionet

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 Credentialed Federated

Chest ImaGenome Dataset

Source: Physionet

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

NInFEA: Non-Invasive Multimodal Foetal ECG-Doppler Dataset for Antenatal Cardiology Research

Source: Physionet

The development of algorithms for the extraction of the foetal ECG (fECG) from non-invasive recordings is hampered by the lack of publicly-available reference datasets, which could be used to benchmark different algorithms while provi…

foetus pwd doppler foetal ecg maternal ecg pwd envelope non-invasive cardiology early pregnancy ecg antenatal fecg

Published: Nov. 12, 2020. Version: 1.0.0 | DOI: 10.13026/c4n5-3b04


Database Credentialed Federated

Eye Gaze Data for Chest X-rays

Source: Physionet

We created a rich multimodal dataset for the Chest X-Ray (CXR) domain. The data was collected using an eye tracking system while a radiologist interpreted and read 1,083 public CXR images. The dataset contains the following aligned modalities: image…

chest cxr audio convolutional network eye tracking radiology multimodal deep learning explainability machine learning heatmap chest x-ray

Published: Sept. 13, 2020. Version: 1.0.0 | DOI: 10.13026/qfdz-zr67


Database Open Federated

Cerebral Vasoregulation in Elderly with Stroke

Source: Physionet

This database contains multimodal data from a large study investigating the effects of ischemic stroke on cerebral vasoregulation. The cross sectional study compared 60 subjects who suffered strokes, to 60 control subjects, collecting the following …

stroke multiparameter vasoregulation

Published: Oct. 4, 2018. Version: 1.0.0 | DOI: 10.13026/C2DW96


Challenge Open Federated

Robust Detection of Heart Beats in Multimodal Data: The PhysioNet/Computing in Cardiology Challenge 2014

Source: Physionet

This challenge aims to encourage the exploration of robust methods for locating heart beats in continuous long-term data from bedside monitors and similar devices that record not only ECG but usually other physiologic signals as well, including puls…

multiparameter challenge ecg

Published: Jan. 7, 2014. Version: 1.0.0