A Robust Feature Extraction Technique for Breast Cancer Detection using Digital Mammograms based on Advanced GLCM Approach

A Robust Feature Extraction Technique for Breast Cancer Detection using Digital Mammograms based on Advanced GLCM Approach

INTRODUCTION: Breast cancer is the most hazardous disease among women worldwide. A simple, cost-effective, and efficient screening called mammographic imaging is used to find the breast abnormalities to detect breast cancer in the earlystages so that the patient’s health can be improved.OBJECTIVES:...

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Bibliographic Details
Main Authors: L Kumari, B Jagadesh
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2022-03-01
Series:EAI Endorsed Transactions on Pervasive Health and Technology
Subjects:
contrast limited adaptive histogram equalization
advanced gray-level co-occurrence matrix
k-nearest neighbor
artificial neural network
random forest and extreme gradient boosting
Online Access:https://eudl.eu/pdf/10.4108/eai.11-1-2022.172813

Internet

https://eudl.eu/pdf/10.4108/eai.11-1-2022.172813

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