Statistical Fractal Models Based on GND-PCA and Its Application on Classification of Liver Diseases

A new method is proposed to establish the statistical fractal model for liver diseases classification. Firstly, the fractal theory is used to construct the high-order tensor, and then Generalized -dimensional Principal Component Analysis (GND-PCA) is used to establish the statistical fractal model a...

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Bibliographic Details
Main Authors: Huiyan Jiang, Tianjiao Feng, Di Zhao, Benqiang Yang, Libo Zhang, Yenwei Chen
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2013/656391