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

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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Bibliographic Details
Main Authors: Qiong Zhang, Byungwon Min, Yiliu Hang, Hao Chen, Jianlin Qiu
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Feature fusion
Yolov8
Hybrid skip connection
Attention gate
Lung image segmentation
Online Access:https://doi.org/10.1038/s41598-024-74365-w

Internet

https://doi.org/10.1038/s41598-024-74365-w

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