A multi-scale convolutional neural network with adaptive weight fusion strategy for assisting glaucoma screening

•Multi-scale inputs and hybrid down-sampling modules are used.•The attention mechanism is integrated into multi-scale convolution.•An adaptive weight fusion strategy is used to solve semantic gap. The diagnosis of glaucoma primarily relies on the accurate segmentation of the optic disc (OD) and opti...

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Veröffentlicht in:	Biomedical signal processing and control Jg. 98; S. 106775
Hauptverfasser:	Zhang, Xugang, Shen, Mo, Zhao, Lujiang, Gong, Qingshan, Yao, Junping
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2024
Schlagworte:	Adaptive weight fusion strategy Attention mechanism Large-scale screening for glaucoma OD extraction Segment OC and OD jointly Segment OC and OD jointly Attention mechanism Large-scale screening for glaucoma OD extraction Adaptive weight fusion strategy
ISSN:	1746-8094
Online-Zugang:	Volltext
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