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A Systematic Approach to Identify the Breast Cancer Grades in Histopathological Images Using Deep Neural Networks

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posted on 19.06.2021, 03:40 by S. H. S. Silva, Kasun JinasenaKasun Jinasena
The main intent of the research is to develop an automated application that can determine the Nottingham Histologic Score of a given input histopathological image obtained from breast cancer or healthy tissues with DenseNet based architecture. In this study, we were able to obtain more than 94% accuracy rates for each trained model including 2-predict, 3-predict, and 4-predict networks.

History

Email Address of Submitting Author

kasun@sjp.ac.lk

ORCID of Submitting Author

0000-0003-0931-6741

Submitting Author's Institution

University of Sri Jayewardenepura

Submitting Author's Country

Sri Lanka