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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Библиографические подробности

Главные авторы:	Mingming Lin, Liwei Zhang, Zhibin Wang, Hengyu Liu, Keqiang Wang, Guozhang Tang, Wenkai Wang, Pin Sun
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Elsevier 2025-02-01
Серии:	Intelligent Medicine
Предметы:	Lightweight model Transformer Left ventricular ejection fraction Device integration Echocardiography
Online-ссылка:	http://www.sciencedirect.com/science/article/pii/S266710262400086X
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