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3D pulmonary vessel segmentation based on improved residual attention u-net

Automatic segmentation of pulmonary vessels is a fundamental and essential task for the diagnosis of various pulmonary vessels diseases. The accuracy of segmentation is suffering from the complex vascular structure. In this paper, an Improved Residual Attention U-Net (IRAU-Net) aiming to segment pul...

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Principais autores: Jiachen Han, Naixin He, Qiang Zheng, Lin Li, Chaoqing Ma
פורמט: Artigo
שפה:Inglês
יצא לאור: Elsevier 2023-12-01
סדרה:Medicine in Novel Technology and Devices
נושאים:
Pulmonary vessel segmentation
RAU-Net
Squeeze and excitation
Atrous spatial pyramid pooling
Deep learning
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S2590093523000632
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