RAMAS-Net: a module-optimized convolutional network model for aortic valve stenosis recognition in echocardiography

IntroductionAortic stenosis (AS) is a valvular heart disease that obstructs normal blood flow from the left ventricle to the aorta due to pathological changes in the valve, leading to impaired cardiac function. Echocardiography is a key diagnostic tool for AS; however, its accuracy is influenced by...

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Autores principales:	Yejia Gan, Wanzhong Huang, Yan Deng, Xiaoying Xie, Yuanyuan Gu, Yaozhuang Zhou, Qian Zhang, Maosheng Zhang, Yangchun Liu
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Frontiers Media S.A. 2025-04-01
Colección:	Frontiers in Medicine
Materias:	deep learning aortic valve stenosis cardiovascular disease echocardiography transthoracic-echocardiography artificial intelligence
Acceso en línea:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1587307/full
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