Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo

In this study, we used machine learning techniques to reconstruct the wavelength dependence of the absorption coefficient of human normal and pathological colorectal mucosa tissues. Using only diffuse reflectance spectra from the ex vivo mucosa tissues as input to algorithms, several approaches were...

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Detalhes bibliográficos
Autor principal: Fernandes, Luís (author)
Outros Autores: Carvalho, Sónia (author), Carneiro, Isa (author), Henrique, Rui (author), Tuchin, Valery V. (author), Oliveira, Hélder P. (author), Oliveira, Luís (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Diseases and conditions
Blood
Artificial neural networks
Optical properties
Machine learning
Pathology
Optical absorption
Spectroscopy
Texto completo:http://hdl.handle.net/10400.22/19917
País:Portugal
Oai:oai:recipp.ipp.pt:10400.22/19917

Texto Completo

http://hdl.handle.net/10400.22/19917

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