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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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Detaylı Bibliyografya
Yayımlandı:J Digit Imaging
Asıl Yazarlar: Kamra, Amit, Jain, V K, Singh, Sukhwinder, Mittal, Sunil
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Springer US 2015
Konular:
Online Erişim: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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