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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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Principais autores: Zhi Liu, Xuelin He, Yunhua Lu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-09-01
Serier:Applied Sciences
Fag:
left ventricle segmentation
UNet 3+
encoder–decoder
transformer
magnetic resonance imaging
Online adgang:https://www.mdpi.com/2076-3417/12/18/9208
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