Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imaging.

Witteveen, Mark; Sterenborg, Hendricus J C M; van Leeuwen, Ton G; Aalders, Maurice C G; Ruers, Theo J M; Post, Anouk L

Witteveen, Mark; Sterenborg, Hendricus J C M; van Leeuwen, Ton G; Aalders, Maurice C G; Ruers, Theo J M; Post, Anouk L.

Afiliación

Witteveen M; the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands, Netherlands.
Sterenborg HJCM; University of Twente, Science and Technology, Nanobiophysics, Enschede, The Netherlands, Netherlands.
van Leeuwen TG; the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands, Netherlands.
Aalders MCG; Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands, Netherlands.
Ruers TJM; Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands, Netherlands.
Post AL; Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands, Netherlands.

J Biomed Opt ; 27(10)2022 10.

Article en En | MEDLINE | ID: mdl-36207772

Asunto(s)

Imágenes Hiperespectrales; Máquina de Vectores de Soporte; Algoritmos; Análisis de Componente Principal; Espectroscopía Infrarroja Corta

Palabras clave

cancer; classification; glare; hyperspectral; machine learning; normalization; preprocessing; scatter correction

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Máquina de Vectores de Soporte / Imágenes Hiperespectrales Tipo de estudio: Prognostic_studies Idioma: En Revista: J Biomed Opt Asunto de la revista: ENGENHARIA BIOMEDICA / OFTALMOLOGIA Año: 2022 Tipo del documento: Article País de afiliación: Países Bajos Pais de publicación: Estados Unidos

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