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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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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Kamra, Amit, Jain, V K, Singh, Sukhwinder, Mittal, Sunil
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2015
Assuntos:
Acesso em linha: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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