Persistent Homology-Based Machine Learning Method for Filtering and Classifying Mammographic Microcalcification Images in Early Cancer Detection

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Persistent Homology-Based Machine Learning Method for Filtering and Classifying Mammographic Microcalcification Images in Early Cancer Detection

Microcalcifications in mammogram images are primary indicators for detecting the early stages of breast cancer. However, dense tissues and noise in the images make it challenging to classify the microcalcifications. Currently, preprocessing procedures such as noise removal techniques are applied dir...

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Bibliographic Details
Published in:	Cancers
Main Author:	Malek A.A.; Alias M.A.; Razak F.A.; Noorani M.S.M.; Mahmud R.; Zulkepli N.F.S.
Format:	Article
Language:	English
Published:	Multidisciplinary Digital Publishing Institute (MDPI) 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159191208&doi=10.3390%2fcancers15092606&partnerID=40&md5=7bd66b26a233f13279933da49e5d25ec

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