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Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network

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Year: 2020
Type: article
Study design: Observational Study
Source: Nature Medicine
DOI: 10.1038/s41591-020-0870-z
Authors: Sushravya Raghunath, Alvaro E. Ulloa Cerna, Linyuan Jing, David P. vanMaanen, Joshua Stough, Dustin N. Hartzel, Joseph B. Leader, H. Lester Kirchner, Martin C. Stumpe, Ashraf Hafez, Arun Nemani, Tanner Carbonati, Kipp W. Johnson, Katelyn Young, Christopher W. Good, John M. Pfeifer, Aalpen A. Patel, Brian P. Delisle, Amro Alsaid, Dominik Beer, Christopher M. Haggerty, Brandon K. Fornwalt
Institutions: Bucknell University, Geisinger Medical Center, Geisinger Health System, Tempus Labs (United States), University of Kentucky
Language: English

Topic: ECG Monitoring and Analysis
Subfield: Cardiology and Cardiovascular Medicine
Field: Medicine
Domain: Health Sciences
SDG: Good health and well-being

Open Access status: green

Funders: American Heart Association, Geisinger Health System Foundation, Pennsylvania Department of Health
Awards: A Gene-first Strategy in the Early-identification of Inherited Arrhythmia Syndromes, G927697331
OpenAlex ID: W3104075323
FWCI: 24.91
Cites: 59
Cited by: 312
Related to: 10
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