Deep Learning-based Medical Image Segmentation of the Aorta Using XR-MSF-U-Net

•X ResNet (XR) convolution module is proposed to replace the two-layer convolution of common model U-Net.•MSF is a plug and play attention module integrating multi-scale features.•MSF integrates global, local and spatial features of different receptive fields.•X ResNet convolution and MSF achieve ef...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2022-10, Vol.225, p.107073-107073, Article 107073
Hauptverfasser:	Chen, Weimin, Huang, Hongyuan, Huang, Jing, Wang, Ke, Qin, Hua, Wong, Kelvin KL
Format:	Artikel
Sprache:	eng
Schlagworte:	Cardiac aorta segmentation MRI MSF model U-Net XR model
Online-Zugang:	Volltext
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