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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Veröffentlicht in:	Sensors (Basel, Switzerland) Jg. 25; H. 4; S. 1117
Hauptverfasser:	Li, Yuxia, Li, Peng, Wang, Hailing, Gong, Xiaomei, Fang, Zhijun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland MDPI AG 01.02.2025 MDPI
Schlagworte:	Accuracy Algorithms attention mechanism Computer vision Datasets Deep learning Humans Image processing Image Processing, Computer-Assisted - methods image segmentation Lung cancer Lung Neoplasms - diagnostic imaging lung tumor Medical imaging equipment Medical research mixed loss Neural Networks, Computer PSPNet Semantics Tumors Germany PSPNet lung tumor mixed loss attention mechanism image segmentation
ISSN:	1424-8220, 1424-8220
Online-Zugang:	Volltext
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