Lung Parenchyma Segmentation Based on U-Net Fused With Shape Stream

Accurate lung parenchyma segmentation is vital for computer-aided lung cancer diagnosis. Existing lung parenchyma segmentation networks excel at segmenting large and clear lung parenchyma regions, but struggle with small and blurry regions. This study proposes an improved network structure to improv...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Lun Zhu, Yinghui Cai, Jiahao Liao, Fan Wu
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Deep learning lung parenchyma segmentation shape stream multi-scale feature
Online Access:	https://ieeexplore.ieee.org/document/10433544/