A Systematic Approach to Identify the Breast Cancer Grades in Histopathological Images Using Deep Neural Networks
preprintposted on 2021-06-19, 03:40 authored 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.
Email Address of Submitting Authorkasun@sjp.ac.lk
ORCID of Submitting Author0000-0003-0931-6741
Submitting Author's InstitutionUniversity of Sri Jayewardenepura
Submitting Author's Country
- Sri Lanka