A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images

A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images

Abstract The mitotic activity index is a key prognostic measure in tumour grading. Microscopy based detection of mitotic nuclei is a significant overhead and necessitates automation. This work proposes deep CNN based multi-phase mitosis detection framework “MP-MitDet” for mitotic nuclei identificati...

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Bibliographic Details
Main Authors:	Anabia Sohail, Asifullah Khan, Noorul Wahab, Aneela Zameer, Saranjam Khan
Format:	Article
Language:	English
Published:	Nature Publishing Group 2021-03-01
Series:	Scientific Reports
Online Access:	https://doi.org/10.1038/s41598-021-85652-1

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