A full-scale lung image segmentation algorithm based on hybrid skip connection and attention mechanism

Abstract The segmentation accuracy of the lung images is affected by the occlusion of the front background objects. To address this problem, we propose a full-scale lung image segmentation algorithm based on hybrid skip connection and attention mechanism (HAFS). The algorithm uses yolov8 as the unde...

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Detaylı Bibliyografya
Asıl Yazarlar:	Qiong Zhang, Byungwon Min, Yiliu Hang, Hao Chen, Jianlin Qiu
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	Nature Portfolio 2024-10-01
Seri Bilgileri:	Scientific Reports
Konular:	Feature fusion Yolov8 Hybrid skip connection Attention gate Lung image segmentation
Online Erişim:	https://doi.org/10.1038/s41598-024-74365-w
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A full-scale lung image segmentation algorithm based on hybrid skip connection and attention mechanism

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