Band selection in spectral imaging for non-invasive melanoma diagnosis

A method consisting of the combination of the Synthetic Minority Over-Sampling TEchnique (SMOTE) and the Sequential Forward Floating Selection (SFFS) technique is used to do band selection in a highly imbalanced, small size, two-class multispectral dataset of melanoma and non-melanoma lesions. The a...

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Detalles Bibliográficos
Autores principales: Quinzán, Ianisse, Sotoca, José M., Latorre-Carmona, Pedro, Pla, Filiberto, García-Sevilla, Pedro, Boldó, Enrique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Optical Society of America 2013
Materias:
Spectroscopic Diagnostics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617713/
https://www.ncbi.nlm.nih.gov/pubmed/23577286
http://dx.doi.org/10.1364/BOE.4.000514

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617713/
https://www.ncbi.nlm.nih.gov/pubmed/23577286
http://dx.doi.org/10.1364/BOE.4.000514

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