In vivo hyperspectral imaging and differentiation of skin cancer

被引:15
|
作者
Zherdeva, Larisa A. [1 ]
Bratchenko, Ivan A. [1 ]
Myakinin, Oleg O. [1 ]
Moryatov, Alexander A. [2 ]
Kozlov, Sergey V. [2 ]
Zakharov, Valery P. [1 ]
机构
[1] Samara Natl Res Univ, Dept Laser & Biotech Syst, 34 Moskovskoye Shosse, Samara 443086, Russia
[2] Samara State Med Univ, Dept Oncol, 89 Chapayevskaya St, Samara 443099, Russia
来源
OPTICS IN HEALTH CARE AND BIOMEDICAL OPTICS VII | 2017年 / 0024卷
关键词
Hyperspectral imaging; backscatter; skin cancer; melanoma; basal cell carcinoma; benign tumor;
D O I
10.1117/12.2246433
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Results of hyperspectral imaging analysis for in vivo visualization of skin neoplasms are presented. 16 melanomas, 19 basal cell carcinomas and 10 benign tumors with different stages of neoplasm growth were tested. The HSI system provide skin tissue images with 5 nm spectral resolution in the range of 450-750 nm with automatic stabilization of each frame compensating displacement of the scanning area due to spontaneous macro-movements of the patient. The integrated optical densities in 530-600 and 600-670 nm ranges are used for real-time hemoglobin and melanin distribution imaging in skin tissue. It was shown that the total accuracy of skin cancer identification exceeds 90% and 70% for differentiation of melanomas from BCC and begihn tumors. It was demonstrated the possibility for HSI classification of melanomas of different stages.
引用
收藏
页数:8
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