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Deep learning for histopathological segmentation of smooth muscle in the urinary bladder

BACKGROUND: Histological assessment of smooth muscle is a critical step particularly in staging malignant tumors in various internal organs including  the urinary bladder. Nonetheless, manual segmentation and classification of muscular tissues by pathologists is often challenging. Therefore, a fully...

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Detalles Bibliográficos
Autores principales: Subramanya, Sridevi K., Li, Rui, Wang, Ying, Miyamoto, Hiroshi, Cui, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349433/
https://www.ncbi.nlm.nih.gov/pubmed/37454065
http://dx.doi.org/10.1186/s12911-023-02222-3