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

Abstract 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,...

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Bibliographic Details
Main Authors: Sridevi K. Subramanya, Rui Li, Ying Wang, Hiroshi Miyamoto, Feng Cui
Format: Article
Language:English
Published: BMC 2023-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-023-02222-3