ArXiv | 2019
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data
Abstract
Sushravya Raghunath, PhD, Alvaro E. Ulloa Cerna, MS, Linyuan Jing, PhD, David P. vanMaanen, MS, Joshua Stough, PhD, Dustin N. Hartzel, BS, Joseph B. Leader, BA, H. Lester Kirchner, PhD, Christopher W. Good, DO, Aalpen A. Patel, MD, Brian P. Delisle, PhD, Amro Alsaid, MBBCh, Dominik Beer, DO, Christopher M. Haggerty, PhD, Brandon K. Fornwalt, MD, PhD Department of Imaging Science and Innovation, Geisinger, Danville, PA, USA Biomedical and Translational Informatics Institute, Geisinger, Danville, PA, USA Department of Computer Science, Bucknell University, Lewisburg, PA, USA Heart Institute, Geisinger, Danville, PA, USA Department of Radiology, Geisinger, Danville, PA, USA Department of Physiology and Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA contributed equally