Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study

An approach for differentiating basal cell carcinoma (BCC) and healthy skin by combining a multispectral modulation autofluorescence imaging with the linear discriminant analysis has been proposed. The experimental setup, which employs a 365-nm narrowband excitation, 4 replaceable bandpass filters a...

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Main Authors: Nikita V. Chernomyrdin, Anastasiya D. Lesnichaya, Egor V. Yakovlev, Konstantin G. Kudrin, Olga P. Cherkasova, Elena N. Rimskaya, Vladimir N. Kurlov, Valeriy E. Karasik, Igor V. Reshetov, Valery V. Tuchin, Kirill I. Zaytsev
Format: Article
Language:English
Published: Samara National Research University 2019-03-01
Series:Journal of Biomedical Photonics & Engineering
Subjects:
Online Access:http://jbpe.ssau.ru/index.php/JBPE/article/view/3309
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spelling doaj-0764445d17774654be8d83a001a769252020-11-25T02:15:22ZengSamara National Research UniversityJournal of Biomedical Photonics & Engineering2411-28442019-03-015110.18287/JBPE19.05.0103022983Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot studyNikita V. Chernomyrdin0Anastasiya D. Lesnichaya1Egor V. Yakovlev2Konstantin G. Kudrin3Olga P. Cherkasova4Elena N. Rimskaya5Vladimir N. Kurlov6Valeriy E. Karasik7Igor V. Reshetov8Valery V. Tuchin9Kirill I. Zaytsev10Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia; Bauman Moscow State Technical University, Moscow, RussiaBauman Moscow State Technical University, Moscow, RussiaBauman Moscow State Technical University, Moscow, RussiaSechenov University, Moscow, RussiaInstitute of Laser Physics of Siberian Branch of RAS, Novosibirsk, RussiaBauman Moscow State Technical University, Moscow, Russia; Sechenov University, Moscow, RussiaInstitute of Solid State Physics of RAS, Chernogolovka, Moscow Obl., RussiaBauman Moscow State Technical University, Moscow, RussiaSechenov University, Moscow, RussiaSaratov State University, Saratov, Russia; Tomsk State University, Tomsk, Russia; Institute of Precision Mechanics and Control of the Russian Academy of Sciences, Saratov, RussiaProkhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia; Bauman Moscow State Technical University, Moscow, RussiaAn approach for differentiating basal cell carcinoma (BCC) and healthy skin by combining a multispectral modulation autofluorescence imaging with the linear discriminant analysis has been proposed. The experimental setup, which employs a 365-nm narrowband excitation, 4 replaceable bandpass filters and a digital camera, has been assembled and applied to study freshly excised samples of BCC. In the experimental setup, modulation of the UV-excitation and demodulation of the visible light images allow for both increasing a signal-to-noise ratio and suppressing a non-fluorescence background in the autofluorescence images of tissues. The observed results demonstrate an ability for distinguishing both ordinary and keratinized BCC from healthy skin justifying the perspectives of the multispectral modulation autofluorescence imaging use for non-invasive and intraoperative diagnosis of BCC and other low-pigmented malignancies of the skin.http://jbpe.ssau.ru/index.php/JBPE/article/view/3309multispectral fluorescence imagingautofluorescence phenomenonmedical diagnosisbasal cell carcinomalinear discriminant analysis
collection DOAJ
language English
format Article
sources DOAJ
author Nikita V. Chernomyrdin
Anastasiya D. Lesnichaya
Egor V. Yakovlev
Konstantin G. Kudrin
Olga P. Cherkasova
Elena N. Rimskaya
Vladimir N. Kurlov
Valeriy E. Karasik
Igor V. Reshetov
Valery V. Tuchin
Kirill I. Zaytsev
spellingShingle Nikita V. Chernomyrdin
Anastasiya D. Lesnichaya
Egor V. Yakovlev
Konstantin G. Kudrin
Olga P. Cherkasova
Elena N. Rimskaya
Vladimir N. Kurlov
Valeriy E. Karasik
Igor V. Reshetov
Valery V. Tuchin
Kirill I. Zaytsev
Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
Journal of Biomedical Photonics & Engineering
multispectral fluorescence imaging
autofluorescence phenomenon
medical diagnosis
basal cell carcinoma
linear discriminant analysis
author_facet Nikita V. Chernomyrdin
Anastasiya D. Lesnichaya
Egor V. Yakovlev
Konstantin G. Kudrin
Olga P. Cherkasova
Elena N. Rimskaya
Vladimir N. Kurlov
Valeriy E. Karasik
Igor V. Reshetov
Valery V. Tuchin
Kirill I. Zaytsev
author_sort Nikita V. Chernomyrdin
title Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
title_short Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
title_full Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
title_fullStr Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
title_full_unstemmed Differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: A pilot study
title_sort differentiation of basal cell carcinoma and healthy skin using multispectral modulation autofluorescence imaging: a pilot study
publisher Samara National Research University
series Journal of Biomedical Photonics & Engineering
issn 2411-2844
publishDate 2019-03-01
description An approach for differentiating basal cell carcinoma (BCC) and healthy skin by combining a multispectral modulation autofluorescence imaging with the linear discriminant analysis has been proposed. The experimental setup, which employs a 365-nm narrowband excitation, 4 replaceable bandpass filters and a digital camera, has been assembled and applied to study freshly excised samples of BCC. In the experimental setup, modulation of the UV-excitation and demodulation of the visible light images allow for both increasing a signal-to-noise ratio and suppressing a non-fluorescence background in the autofluorescence images of tissues. The observed results demonstrate an ability for distinguishing both ordinary and keratinized BCC from healthy skin justifying the perspectives of the multispectral modulation autofluorescence imaging use for non-invasive and intraoperative diagnosis of BCC and other low-pigmented malignancies of the skin.
topic multispectral fluorescence imaging
autofluorescence phenomenon
medical diagnosis
basal cell carcinoma
linear discriminant analysis
url http://jbpe.ssau.ru/index.php/JBPE/article/view/3309
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