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Characterization of Architectural Distortion in Mammograms Based on Texture Analysis Using Support Vector Machine Classifier with Clinical Evaluation

Architecture distortion (AD) is an important and early sign of breast cancer, but due to its subtlety, it is often missed on the screening mammograms. The objective of this study is to create a quantitative approach for texture classification of AD based on various texture models, using support vect...

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Bibliographic Details
Published in:J Digit Imaging
Main Authors: Kamra, Amit, Jain, V K, Singh, Sukhwinder, Mittal, Sunil
Format: Artigo
Language:Inglês
Published: Springer US 2015
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4722021/
https://ncbi.nlm.nih.gov/pubmed/26138756
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-015-9807-3
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