A combined system with convolutional neural networks and transformers for automated quantification of left ventricular ejection fraction from 2D echocardiographic images

Background: Accurate measurement of left ventricular ejection fraction (LVEF) is crucial in diagnosing and managing cardiac conditions. Deep learning (DL) models offer potential to improve the consistency and efficiency of these measurements, reducing reliance on operator expertise. Objective: The a...

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Detalhes bibliográficos

Principais autores:	Mingming Lin, Liwei Zhang, Zhibin Wang, Hengyu Liu, Keqiang Wang, Guozhang Tang, Wenkai Wang, Pin Sun
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2025-02-01
coleção:	Intelligent Medicine
Assuntos:	Lightweight model Transformer Left ventricular ejection fraction Device integration Echocardiography
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S266710262400086X
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