Persistent Homology for Breast Tumor Classification Using Mammogram Scans

Persistent Homology for Breast Tumor Classification Using Mammogram Scans

An important tool in the field of topological data analysis is persistent homology (PH), which is used to encode abstract representations of the homology of data at different resolutions in the form of persistence barcode (PB). Normally, one will obtain one PB from a digital image when using a suble...

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Bibliographic Details
Main Authors: Aras Asaad, Dashti Ali, Taban Majeed, Rasber Rashid
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Mathematics
Subjects:
topological data analysis
persistent homology
breast mammogram
persistence diagram vectorization
medical imaging
local binary patterns
Online Access:https://www.mdpi.com/2227-7390/10/21/4039

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https://www.mdpi.com/2227-7390/10/21/4039

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