Attention residual network for medical ultrasound image segmentation

Abstract Ultrasound imaging can distinctly display the morphology and structure of internal organs within the human body, enabling the examination of organs like the breast, liver, and thyroid. It can identify the locations of tumors, nodules, and other lesions, thereby serving as an efficacious too...

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Bibliografiske detaljer
Main Authors: Honghua Liu, Peiqin Zhang, Jiamin Hu, Yini Huang, Shanshan Zuo, Lu Li, Mailan Liu, Chang She
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-07-01
Serier:Scientific Reports
Fag:
Image segmentation
Ultrasound images
Attention mechanism
U-Net
Residual connection
Online adgang:https://doi.org/10.1038/s41598-025-04086-1
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