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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Vydáno v:	Journal of the American College of Cardiology Ročník 85; číslo 12; s. 1302
Hlavní autoři:	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
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States 01.04.2025
Témata:	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
On-line přístup:	Zjistit podrobnosti o přístupu
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