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…
electronic health record heart failure china
Published: Dec. 2, 2020. Version: 1.2 | DOI: 10.13026/8a9e-w734
Database Open Federated
NInFEA: Non-Invasive Multimodal Foetal ECG-Doppler Dataset for Antenatal Cardiology Research
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
Paediatric Intensive Care database
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
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
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
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
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