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Accurate and Interpretable Classification of Microspectroscopy Pixels Using Artificial Neural Networks

This paper addresses the problem of classifying materials from microspectroscopy at a pixel level. The challenges lie in identifying discriminatory spectral features and obtaining accurate and interpretable models relating spectra and class labels. We approach the problem by designing a supervised c...

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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Manescu, Petru, Lee, Young Jong, Camp, Charles, Cicerone, Marcus, Brady, Mary, Bajcsy, Peter
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5500246/
https://ncbi.nlm.nih.gov/pubmed/28131075
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2017.01.001
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