Transferable deep learning with coati optimization algorithm based mitotic nuclei segmentation and classification model

Abstract Image processing and pattern recognition methods have recently been extensively implemented in histopathological images (HIs). These computer-aided techniques are aimed at detecting the attentive biological markers for assisting the final cancer grading. Mitotic count (MC) is a significant...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Amal Alshardan, Nazir Ahmad, Achraf Ben Miled, Asma Alshuhail, Yazeed Alzahrani, Ahmed Mahmud
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Subjects:
Mitotic nuclei
Coati optimization algorithm
Median filtering
Capsule network
HAU-UNet
Online Access:https://doi.org/10.1038/s41598-024-80002-3

Internet

https://doi.org/10.1038/s41598-024-80002-3

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