Resources


Database Credentialed Federated

Paediatric Intensive Care database

Source: Physionet

The Paediatric Intensive Care (PIC) database is a large paediatric-specific, single-center, bilingual database comprising information relating to children admitted to critical care units at a large children’s hospital in China. The database is…

pediatrics critical care intensive care natural language processing

Published: Nov. 12, 2020. Version: 1.1.0 | DOI: 10.13026/32x9-wv38


Database Credentialed Federated

AMR-UTI: Antimicrobial Resistance in Urinary Tract Infections

Source: Physionet

AMR-UTI is a freely accessible dataset, derived from electronic health record (EHR) information on over 80,000 patients with urinary tract infections (UTI) treated at Massachusetts General Hospital and Brigham & Women's Hospital in Boston, M…

machine learning antibiotic resistance clinical decision support causal inference policy learning antimicrobial resistance urinary tract infection

Published: Nov. 4, 2020. Version: 1.0.0 | DOI: 10.13026/se6w-f455


Database Restricted Federated

Gout Emergency Department Chief Complaint Corpora

Source: Physionet

The Gout Emergency Department Chief Complaint Corpora (GED3C) consists of 2 corpora of free text triage nurse chief complaints (up to 282 characters in length) collected from 2019 to 2020 at an academic medical center in the Deep South. The smaller …

emergency department nlp gout

Published: Oct. 19, 2020. Version: 1.0 | DOI: 10.13026/96v3-dw72


Database Open Federated

Cerebromicrovascular Disease in Elderly with Diabetes

Source: Physionet

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…

inflammation cerebromiscovascular disease gait and balance type 2 diabetes perfusion mri brain perfusion cerebral vasoreactivity brain atrophy

Published: Oct. 9, 2020. Version: 1.0.0 | DOI: 10.13026/t92y-x219


Database Restricted Federated

Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data

Source: Physionet

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)

Source: Physionet

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

Source: Physionet

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

Source: Physionet

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

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 Restricted Federated

Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data

Source: Physionet

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