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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Bibliographic Details
Main Author: Fernandes, Luís (author)
Other Authors: Carvalho, Sónia (author), Carneiro, Isa (author), Henrique, Rui (author), Tuchin, Valery V. (author), Oliveira, Hélder P. (author), Oliveira, Luís (author)
Format: article
Language:eng
Published: 2022
Subjects:
Diseases and conditions
Blood
Artificial neural networks
Optical properties
Machine learning
Pathology
Optical absorption
Spectroscopy
Online Access:http://hdl.handle.net/10400.22/19917
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/19917

Internet

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

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