Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis

Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis

Histopathology, the gold-standard technique in classifying canine mammary tumors (CMTs), is a time-consuming process, affected by high inter-observer variability. Digital (DP) and Computer-aided pathology (CAD) are emergent fields that will improve overall classification accuracy. In this study, the...

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Bibliographic Details
Main Authors: Giovanni P. Burrai, Andrea Gabrieli, Marta Polinas, Claudio Murgia, Maria Paola Becchere, Pierfranco Demontis, Elisabetta Antuofermo
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Animals
Subjects:
breast cancer
canine mammary tumor (CMTs)
CMT dataset
deep learning
machine learning
histological classification
Online Access:https://www.mdpi.com/2076-2615/13/9/1563

Internet

https://www.mdpi.com/2076-2615/13/9/1563

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