Deep learning-enabled ECG system for detecting left ventricular hypertrophy and predicting cardiovascular prognoses

Abstract Left ventricular hypertrophy (LVH) is a common condition with a prevalence of 15%-20% in general population. Prior studies have suggested that deep learning model (DLM)–enabled electrocardiogram (ECG) systems can aid LVH detection and cardiovascular risk assessment; however, conventional ma...

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Detalhes bibliográficos

Principais autores:	Zhe-Yu Yang, Shi-Chue Hsing, Dung-Jang Tsai, Chin Lin, Chin-Sheng Lin, Chih-Hung Wang, Wen-Hui Fang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2026-03-01
coleção:	BioData Mining
Assuntos:	Artificial intelligence Electrocardiogram Deep learning Left ventricular hypertrophy Previvor Cardiovascular disease
Acesso em linha:	https://doi.org/10.1186/s13040-026-00536-2
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