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Optimizing algorithm development for tissue classification in colorectal cancer based on diffuse reflectance spectra

Diffuse reflectance spectroscopy can be used in colorectal cancer surgery for tissue classification. The main challenge in the classification task is to separate healthy colorectal wall from tumor tissue. In this study, four normalization techniques, four feature extraction methods and five classifi...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Baltussen, Elisabeth J. M., Sterenborg, Henricus J. C. M., Ruers, Theo J. M., Dashtbozorg, Behdad
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6913395/
https://ncbi.nlm.nih.gov/pubmed/31853388
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.006096
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