Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

The use of hyperspectral imaging (HSI) in the medical field is an emerging approach to assist physicians in diagnostic or surgical guidance tasks. However, HSI data processing involves very high computational requirements due to the huge amount of information captured by the sensors. One of the stag...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Florimbi, Giordana, Fabelo, Himar, Torti, Emanuele, Lazcano, Raquel, Madroñal, Daniel, Ortega, Samuel, Salvador, Ruben, Leporati, Francesco, Danese, Giovanni, Báez-Quevedo, Abelardo, Callicó, Gustavo M., Juárez, Eduardo, Sanz, César, Sarmiento, Roberto
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6068477/
https://ncbi.nlm.nih.gov/pubmed/30018216
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18072314
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