In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum

The paper presents analysis of hyperspectral images for human skin cancer pathologies diagnostics. Hyperspectral images data contained backscattered spectra of normal skin and tumors. Analysis of hyperspectral images provided information about hemoglobin and melanin content for the differentiation o...

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Main Authors:	Ivan A. Bratchenko, Violetta P. Sherendak, Oleg O. Myakinin, Dmitry N. Artemyev, Alexander A. Moryatov, Ekaterina Borisova, Latchezar Avramov, Larisa A. Zherdeva, Andrey E. Orlov, Sergey V. Kozlov, Valery P. Zakharov
Format:	Article
Language:	English
Published:	Samara National Research University 2018-01-01
Series:	Journal of Biomedical Photonics & Engineering
Subjects:	hyperspectral imaging backscattering spectroscopy oncodermatology oncological diagnostics melanoma nevi carcinoma melanin hemoglobin content
Online Access:	http://jbpe.ssau.ru/index.php/JBPE/article/view/3252

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spelling	doaj-30d4df6bc404431c84fcc0ba2a09b5982020-11-25T01:51:04ZengSamara National Research UniversityJournal of Biomedical Photonics & Engineering2411-28442018-01-014110.18287/JBPE17.04.0103012952In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrumIvan A. Bratchenko0Violetta P. Sherendak1Oleg O. Myakinin2Dmitry N. Artemyev3Alexander A. Moryatov4Ekaterina Borisova5Latchezar Avramov6Larisa A. Zherdeva7Andrey E. Orlov8Sergey V. Kozlov9Valery P. Zakharov10Department of Laser and Biotechnical Systems, Samara National Research University, Russian FederationDepartment of Laser and Biotechnical Systems, Samara National Research University, Russian FederationDepartment of Laser and Biotechnical Systems, Samara National Research University, Russian FederationDepartment of Laser and Biotechnical Systems, Samara National Research University, Russian FederationDepartment of Oncology, Samara State Medical University, Russian Federation; Samara Regional Clinical Oncology Dispensary, Russian FederationInstitute of Electronics, Bulgarian Academy of Sciences, Sofia, BulgariaInstitute of Electronics, Bulgarian Academy of Sciences, Sofia, BulgariaDepartment of Laser and Biotechnical Systems, Samara National Research University, Russian FederationSamara Regional Clinical Oncology Dispensary, Russian FederationDepartment of Oncology, Samara State Medical University, Russian Federation; Samara Regional Clinical Oncology Dispensary, Russian FederationDepartment of Laser and Biotechnical Systems, Samara National Research University, Russian FederationThe paper presents analysis of hyperspectral images for human skin cancer pathologies diagnostics. Hyperspectral images data contained backscattered spectra of normal skin and tumors. Analysis of hyperspectral images provided information about hemoglobin and melanin content for the differentiation of malignant and benign skin neoplasms based on tissues optical density calculation. It was shown that the accuracy of cancerous tissues classification reaches 88% for proposed algorithm of hyperspectral images analysis. The proposed approach may be a rapid and reliable tool for skin oncological diseases screening.http://jbpe.ssau.ru/index.php/JBPE/article/view/3252hyperspectral imagingbackscattering spectroscopyoncodermatologyoncological diagnosticsmelanomanevicarcinomamelaninhemoglobin content
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Ivan A. Bratchenko Violetta P. Sherendak Oleg O. Myakinin Dmitry N. Artemyev Alexander A. Moryatov Ekaterina Borisova Latchezar Avramov Larisa A. Zherdeva Andrey E. Orlov Sergey V. Kozlov Valery P. Zakharov
spellingShingle	Ivan A. Bratchenko Violetta P. Sherendak Oleg O. Myakinin Dmitry N. Artemyev Alexander A. Moryatov Ekaterina Borisova Latchezar Avramov Larisa A. Zherdeva Andrey E. Orlov Sergey V. Kozlov Valery P. Zakharov In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum Journal of Biomedical Photonics & Engineering hyperspectral imaging backscattering spectroscopy oncodermatology oncological diagnostics melanoma nevi carcinoma melanin hemoglobin content
author_facet	Ivan A. Bratchenko Violetta P. Sherendak Oleg O. Myakinin Dmitry N. Artemyev Alexander A. Moryatov Ekaterina Borisova Latchezar Avramov Larisa A. Zherdeva Andrey E. Orlov Sergey V. Kozlov Valery P. Zakharov
author_sort	Ivan A. Bratchenko
title	In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
title_short	In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
title_full	In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
title_fullStr	In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
title_full_unstemmed	In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
title_sort	in vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum
publisher	Samara National Research University
series	Journal of Biomedical Photonics & Engineering
issn	2411-2844
publishDate	2018-01-01
description	The paper presents analysis of hyperspectral images for human skin cancer pathologies diagnostics. Hyperspectral images data contained backscattered spectra of normal skin and tumors. Analysis of hyperspectral images provided information about hemoglobin and melanin content for the differentiation of malignant and benign skin neoplasms based on tissues optical density calculation. It was shown that the accuracy of cancerous tissues classification reaches 88% for proposed algorithm of hyperspectral images analysis. The proposed approach may be a rapid and reliable tool for skin oncological diseases screening.
topic	hyperspectral imaging backscattering spectroscopy oncodermatology oncological diagnostics melanoma nevi carcinoma melanin hemoglobin content
url	http://jbpe.ssau.ru/index.php/JBPE/article/view/3252
work_keys_str_mv	AT ivanabratchenko invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT violettapsherendak invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT olegomyakinin invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT dmitrynartemyev invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT alexanderamoryatov invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT ekaterinaborisova invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT latchezaravramov invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT larisaazherdeva invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT andreyeorlov invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT sergeyvkozlov invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum AT valerypzakharov invivohyperspectralimagingofskinmalignantandbenigntumorsinvisiblespectrum
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In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum

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