Resources
Database Restricted Federated
Multimodal Physiological Monitoring During Virtual Reality Piloting Tasks
This dataset includes multimodal physiologic, flight performance, and user interaction data streams, collected as participants performed virtual flight tasks of varying difficulty. In virtual reality, individuals flew an "Instrument Landing Sys…
Published: Aug. 25, 2022. Version: 1.0.0 | DOI: 10.13026/azwa-ge48
Database Open Federated
A large scale 12-lead electrocardiogram database for arrhythmia study
This newly inaugurated research database for 12-lead electrocardiogram (ECG) signals was created under the auspices of Chapman University, Shaoxing People’s Hospital (Shaoxing Hospital Zhejiang University School of Medicine), and Ningbo First …
Published: Aug. 24, 2022. Version: 1.0.0 | DOI: 10.13026/wgex-er52
Software Credentialed Federated
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
A multimodal combination of the MIMIC-IV v1.0.0 and MIMIC Chest X-ray (MIMIC-CXR-JPG) v2.0.0 databases filtered to only include patients that have at least one chest X-ray performed with the goal of validating multi-modal predictive analytics in hea…
code database multimodality
Published: Aug. 23, 2022. Version: 1.0.1 | DOI: 10.13026/3f8d-qe93
Database Open Federated
PTB-XL, a large publicly available electrocardiography dataset
Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac condition of a patient. Automatic ECG interpretation algorithms as diagnosis support systems promise large reliefs for the medical personnel - only on the basis of the number o…
ptb-xl ecg ptb electrocardiography
Published: Aug. 18, 2022. Version: 1.0.2 | DOI: 10.13026/zx4k-te85
Database Credentialed Federated
Chest X-ray segmentation images based on MIMIC-CXR
As more and more artificial intelligence (AI) or deep learning technologies have been applied to medical image applications such as radiological finding identification in chest X-rays (CXRs), the interpretability of the prediction model is crucial f…
cxr segmentation chest x-rays
Published: Aug. 18, 2022. Version: 1.0.0 | DOI: 10.13026/d9zv-4d92
Software Credentialed Federated
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
A multimodal combination of the MIMIC-IV v1.0.0 and MIMIC Chest X-ray (MIMIC-CXR-JPG) v2.0.0 databases filtered to only include patients that have at least one chest X-ray performed with the goal of validating multi-modal predictive analytics in hea…
multimodality database code
Published: Aug. 17, 2022. Version: 1.0.0 | DOI: 10.13026/e5hj-1229
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 python waveform
Published: Aug. 9, 2022. Version: 4.0.0 | DOI: 10.13026/mmpm-2v55
Database Open Federated
Cerebromicrovascular Disease in Elderly with Diabetes
This dataset was collected as part of a prospective observational study to evaluate the effects of type 2 diabetes mellitus (DM) on cerebral vasoregulation, perfusion and functional outcomes, measured by blood flow responses to hypocapnia and h…
gait and balance brain perfusion inflammation type 2 diabetes cerebromiscovascular disease cerebral vasoreactivity brain atrophy perfusion mri
Published: Aug. 5, 2022. Version: 1.0.1 | DOI: 10.13026/00bm-0x81
Database Open Federated
Cerebral perfusion and cognitive decline in type 2 diabetes
This dataset was collected as part of a study to explore vasoregulation and blood flow in patients with type 2 Diabetes mellitus. It comprises cerebral blood, autonomic functions, laboratory and gait variables in 70 patients with type 2 DM and 70 he…
vasoregulation brain diabetes
Published: Aug. 5, 2022. Version: 1.0.1 | DOI: 10.13026/whjz-e968
Challenge Open Federated
Classification of 12-lead ECGs: The PhysioNet/Computing in Cardiology Challenge 2020
The electrocardiogram (ECG) is a non-invasive representation of the electrical activity of the heart from electrodes placed on the surface of the torso. The standard 12-lead ECG has been widely used to diagnose a variety of cardiac abnormalities suc…
Published: July 29, 2022. Version: 1.0.2 | DOI: 10.13026/dvyd-kd57