Segmentation of thyroid glands and nodules in ultrasound images using the improved U-Net architecture

BACKGROUND: Identifying thyroid nodules’ boundaries is crucial for making an accurate clinical assessment. However, manual segmentation is time-consuming. This paper utilized U-Net and its improved methods to automatically segment thyroid nodules and glands. METHODS: The 5822 ultrasound images used...

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Detalles Bibliográficos
Autores principales: Zheng, Tianlei, Qin, Hang, Cui, Yingying, Wang, Rong, Zhao, Weiguo, Zhang, Shijin, Geng, Shi, Zhao, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105426/
https://www.ncbi.nlm.nih.gov/pubmed/37060061
http://dx.doi.org/10.1186/s12880-023-01011-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105426/
https://www.ncbi.nlm.nih.gov/pubmed/37060061
http://dx.doi.org/10.1186/s12880-023-01011-8

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