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Automated Segmentation of Thyroid Nodule, Gland, and Cystic Components From Ultrasound Images Using Deep Learning

Sonographic features associated with margins, shape, size, and volume of thyroid nodules are used to assess their risk of malignancy. Automatically segmenting nodules from normal thyroid gland would enable an automated estimation of these features. A novel multi-output convolutional neural network a...

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Dades bibliogràfiques
Publicat a:IEEE Access
Autors principals: Kumar, Viksit, Webb, Jeremy, Gregory, Adriana, Meixner, Duane D., Knudsen, John M., Callstrom, Matthew, Fatemi, Mostafa, Alizad, Azra
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7521441/
https://ncbi.nlm.nih.gov/pubmed/32995106
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/access.2020.2982390
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