Histopathological Classification of Canine Cutaneous Round Cell Tumors Using Deep Learning: A Multi-Center Study

Histopathological Classification of Canine Cutaneous Round Cell Tumors Using Deep Learning: A Multi-Center Study

Canine cutaneous round cell tumors (RCT) represent one of the routine diagnostic challenges for veterinary pathologists. Computer-aided approaches are developed to overcome these restrictions and to increase accuracy and consistency of diagnosis. These systems are also of high benefit reducing error...

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Bibliographic Details
Main Authors: Massimo Salvi, Filippo Molinari, Selina Iussich, Luisa Vera Muscatello, Luca Pazzini, Silvia Benali, Barbara Banco, Francesca Abramo, Raffaella De Maria, Luca Aresu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Veterinary Science
Subjects:
computer-aided image analysis
cutaneous round cell tumors
deep learning
digital pathology
dog
mast cell tumors
Online Access:https://www.frontiersin.org/articles/10.3389/fvets.2021.640944/full

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https://www.frontiersin.org/articles/10.3389/fvets.2021.640944/full

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