Bratchenko, Ivan and Sherendak, Violetta and Myakinin, Oleg and Artemyev, Dmitry and Moryatov, Alexander and Borisova, Ekaterina and Avramov, Latchezar and Zherdeva, Larisa and Orlov, Andrey and Kozlov, Sergey and Zakharov, Valery (2018) In vivo hyperspectral imaging of skin malignant and benign tumors in visible spectrum. Journal of Biomedical Photonics & Engineering, 4 (1). 010301. ISSN 24112844
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Abstract
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.
Item Type: | Article |
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Subjects: | Article Paper Librarian > Multidisciplinary |
Depositing User: | Unnamed user with email support@article.paperlibrarian.com |
Date Deposited: | 20 Mar 2023 03:41 |
Last Modified: | 29 Feb 2024 04:26 |
URI: | http://editor.journal7sub.com/id/eprint/405 |