Combining UNet 3+ and Transformer for Left Ventricle Segmentation via Signed Distance and Focal Loss

Left ventricle (LV) segmentation of cardiac magnetic resonance (MR) images is essential for evaluating cardiac function parameters and diagnosing cardiovascular diseases (CVDs). Accurate LV segmentation remains a challenge because of the large differences in cardiac structures in different research...

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Detalhes bibliográficos

Principais autores:	Zhi Liu, Xuelin He, Yunhua Lu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-09-01
coleção:	Applied Sciences
Assuntos:	left ventricle segmentation UNet 3+ encoder–decoder transformer magnetic resonance imaging
Acesso em linha:	https://www.mdpi.com/2076-3417/12/18/9208
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