An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Muthu Rama Krishnan Mookiah,Joel E. W. Koh,Jen-Hong Tan,Yuki Hagiwara,Chua Kuang Chua,Sameer P. Junnarkar,Anushya Vijayananthan,Kwan-Hoong Ng

Information Fusion（2016）

引用 55|浏览43

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摘要

•Classification of Fatty Liver Disease and normal images is proposed.•Radon Transform and Discrete Cosine Transform method are used.•Index from features is developed to discriminate classes using a single number.•Proposed system obtained an average accuracy of 100%.

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关键词

Fatty liver disease,Ultrasound,Discrete cosine transform,Locality sensitive discriminant analysis,Fuzzy classifier

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