An Automatic Detection and Localization of Mammographic Microcalcifications ROI with Multi-Scale Features Using the Radiomics Analysis Approach

An Automatic Detection and Localization of Mammographic Microcalcifications ROI with Multi-Scale Features Using the Radiomics Analysis Approach

Microcalcifications in breast tissue can be an early sign of breast cancer, and play a crucial role in breast cancer screening. This study proposes a radiomics approach based on advanced machine learning algorithms for diagnosing pathological microcalcifications in mammogram images and provides radi...

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Bibliographic Details
Main Authors: Tariq Mahmood, Jianqiang Li, Yan Pei, Faheem Akhtar, Azhar Imran, Muhammad Yaqub
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Cancers
Subjects:
microcalcification
radiomics approach
support vector machine
data-augmentation
computer aided diagnosis
Online Access:https://www.mdpi.com/2072-6694/13/23/5916

Internet

https://www.mdpi.com/2072-6694/13/23/5916

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