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On the spectral signature of melanoma: a non-parametric classification framework for cancer detection in hyperspectral imaging of melanocytic lesions

Early detection and diagnosis is a must in secondary prevention of melanoma and other cancerous lesions of the skin. In this work, we present an online, reservoir-based, non-parametric estimation and classification model that allows for this functionality on pigmented lesions, such that detection th...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Pardo, Arturo, Gutiérrez-Gutiérrez, José A., Lihacova, I., López-Higuera, José M., Conde, Olga M.
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6491016/
https://ncbi.nlm.nih.gov/pubmed/31065429
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.9.006283
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