Automatic histologically-closer classification of skin lesions

Pedro Pedrosa Rebouças Filho,Solon Alves Peixoto,Raul Victor Medeiros da Nóbrega,D. Jude Hemanth,Aldisio Gonçalves Medeiros,Arun Kumar Sangaiah,Victor Hugo C. de Albuquerque

Computerized Medical Imaging and Graphics（2018）

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摘要

•A novel approach based on structural co-occurrence matrix is used to classify skin lesions in dermatoscopy images.•An extensive comparative analysis in terms of performance measures is carried out with the conventional approaches.•The proposed methodology is tested with three different datasets to validate the efficiency of the approach.

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关键词

Structural co-occurrence matrix,Image classification,Melanoma,Machine learning

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