Detection of Necrosis in Digitised Whole-Slide Images for Better Grading of Canine Soft-Tissue Sarcomas Using Machine-Learning

Detection of Necrosis in Digitised Whole-Slide Images for Better Grading of Canine Soft-Tissue Sarcomas Using Machine-Learning

The definitive diagnosis of canine soft-tissue sarcomas (STSs) is based on histological assessment of formalin-fixed tissues. Assessment of parameters, such as degree of differentiation, necrosis score and mitotic score, give rise to a final tumour grade, which is important in determining prognosis...

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Bibliographic Details
Main Authors: Ambra Morisi, Taran Rai, Nicholas J. Bacon, Spencer A. Thomas, Miroslaw Bober, Kevin Wells, Michael J. Dark, Tawfik Aboellail, Barbara Bacci, Roberto M. La Ragione
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Veterinary Sciences
Subjects:
canine
digital pathology
grading
machine learning
necrosis detection
soft-tissue sarcoma
Online Access:https://www.mdpi.com/2306-7381/10/1/45

Internet

https://www.mdpi.com/2306-7381/10/1/45

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