Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD

Identifying structural heart diseases (SHDs) early can change the course of the disease, but their diagnosis requires cardiac imaging, which is limited in accessibility. The purpose of this study was to leverage images of 12-lead electrocardiograms (ECGs) for automated detection and prediction of mu...

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Bibliographic Details
Published in:	Journal of the American College of Cardiology Vol. 85; no. 12; p. 1302
Main Authors:	Dhingra, Lovedeep S, Aminorroaya, Arya, Sangha, Veer, Pedroso, Aline F, Shankar, Sumukh Vasisht, Coppi, Andreas, Foppa, Murilo, Brant, Luisa C C, Barreto, Sandhi M, Ribeiro, Antonio Luiz P, Krumholz, Harlan M, Oikonomou, Evangelos K, Khera, Rohan
Format:	Journal Article
Language:	English
Published:	United States 01.04.2025
Subjects:	Aged Algorithms Deep Learning Echocardiography - methods Electrocardiography - methods Female Heart Diseases - diagnosis Heart Diseases - diagnostic imaging Heart Diseases - physiopathology Humans Male Mass Screening - methods Middle Aged Prospective Studies electrocardiograms deep learning cardiovascular screening predictive modeling echocardiography artificial intelligence structural heart disease
ISSN:	1558-3597, 1558-3597
Online Access:	Get more information
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