Research on thyroid nodule segmentation algorithm based on improved U-Net model

This research proposes an image segmentation model based on an improved U-Net network (rcU-Net) in response to the phenomena of misinterpretation and missed diagnosis in the process of artificial diagnosis and screening due to the variability of thyroid nodule size and unclear edges in ultrasound im...

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Detalhes bibliográficos

Principais autores:	Zhou Peng, Wu Zhangjing, Yu Yong, Zhao Yuxuan, Huang Dan, Zhang Min
Formato:	Artigo
Idioma:	Inglês
Publicado em:	EDP Sciences 2025-01-01
coleção:	ITM Web of Conferences
Assuntos:	deep learning thyroid nodule ultrasound image segmentation u-net attention mechanism
Acesso em linha:	https://www.itm-conferences.org/articles/itmconf/pdf/2025/08/itmconf_emit2025_01019.pdf
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