Resources
Database Restricted Federated
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Heart failure is a common reason for hospitalization in the elderly and it is associated with significant mortality and morbidity. To facilitate epidemiological studies of heart failure, there is a need for high quality datasets to be made available…
china electronic health record heart failure
Published: Oct. 9, 2020. Version: 1.1 | DOI: 10.13026/q712-yv80
Database Open Federated
MICRO Motion capture data from groups of participants standing still to auditory stimuli (2012)
This dataset comprises head motion observations collected as part of an experiment in which a group of people were asked to stand still for 6 minutes, with the first 3 minutes in silence, followed by 3 minutes with music. Head motion was captured in…
movement music sound
Published: Oct. 5, 2020. Version: 1.0 | DOI: 10.13026/4h9d-gf10
Database Credentialed Federated
MIMIC-III - SequenceExamples for TensorFlow modeling
This dataset contains TensorFlow SequenceExamples derived from patient records in MIMIC-III, a freely available set of deidentified medical records from critical care patients at Beth Israel Deaconess Medical Center. Each SequenceExample conver…
deep learning tensorflow machine learning sequence modeling
Published: Sept. 29, 2020. Version: 1.0.0 | DOI: 10.13026/n2v5-5b32
Database Restricted Federated
Smartphone-Captured Chest X-Ray Photographs
Recent research has applied deep learning imaging techniques to detect pulmonary pathology in chest X-rays (CXR) and achieved performance comparable with radiologists on specific lung abnormalities. Industry has managed to deploy such artificial int…
smartphone photograph cxr
Published: Sept. 28, 2020. Version: 1.0.0 | DOI: 10.13026/7b2j-nq93
Database Credentialed Federated
Eye Gaze Data for Chest X-rays
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 Restricted Federated
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Heart failure is a common reason for hospitalization in the elderly and it is associated with significant mortality and morbidity. To facilitate epidemiological studies of heart failure, there is a need for high quality data…
heart failure electronic health record china
Published: Sept. 9, 2020. Version: 1.0 | DOI: 10.13026/3pr8-jx39
Software Open Federated
R-DECO: An open-source Matlab based graphical user interface for the detection and correction of R-peaks
Many of the existing ECG toolboxes focus on the derivation of heart rate variability features from RR-intervals. By doing so, they assume correct detection of the QRS-complexes. However, it is highly likely that not all detections are correct. There…
graphical user interface algorithms and analysis of algorithms signal processiong visual analysis
Published: Sept. 9, 2020. Version: 1.0.0 | DOI: 10.13026/x6j7-sp58
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
machine learning critical care intensive care unit mimic
Published: Aug. 14, 2020. Version: 0.4 | DOI: 10.13026/a3wn-hq05
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
intensive care unit machine learning critical care mimic
Published: Aug. 14, 2020. Version: 0.3 | DOI: 10.13026/a2mm-bn44
Database Open Federated
Siena Scalp EEG Database
The database consists of EEG recordings of 14 patients acquired at the Unit of Neurology and Neurophysiology of the University of Siena. Subjects include 9 males (ages 25-71) and 5 females (ages 20-58). Subjects were monitored with a Video-EEG…
Published: Aug. 11, 2020. Version: 1.0.0 | DOI: 10.13026/5d4a-j060