CAML-PSPNet: A Medical Image Segmentation Network Based on Coordinate Attention and a Mixed Loss Function

CAML-PSPNet: A Medical Image Segmentation Network Based on Coordinate Attention and a Mixed Loss Function

The problems of missed segmentation with fuzzy boundaries of segmented regions and small regions are common in segmentation tasks, and greatly decrease the accuracy of clinicians’ diagnosis. For this, a new network based on PSPNet, using a coordinate attention mechanism and a mixed loss function for...

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Bibliographic Details
Main Authors: Yuxia Li, Peng Li, Hailing Wang, Xiaomei Gong, Zhijun Fang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
lung tumor
PSPNet
attention mechanism
mixed loss
image segmentation
Online Access:https://www.mdpi.com/1424-8220/25/4/1117
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https://www.mdpi.com/1424-8220/25/4/1117

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