Zakharov Valery P, Bratchenko Ivan A, Artemyev Dmitry N, Myakinin Oleg O, Kornilin Dmitry V, Kozlov Sergey V, Moryatov Alexander A
Samara State Aerospace University (SSAU), Department of Laser and Biotechnical Systems, 34 Moskovskoye shosse, Samara 443086, Russia.
Samara State Medical University, Department of Oncology, 80 Polevaya Street, Samara 443099, Russia.
J Biomed Opt. 2015 Feb;20(2):25003. doi: 10.1117/1.JBO.20.2.025003.
Malignant skin tumors of different types were studied in vivo using optical coherence tomography (OCT), backscattering (BS), and Raman spectroscopy (RS). A multimodal method is proposed for early cancer detection based on complex analysis of OCT images by their relative alteration of scattered-radiation spectral intensities between malignant and healthy tissues. An increase in average accuracy of diagnosis was observed for a variety of cancer types (9% sensitivity, 8% specificity) by a multimodal RS-BS-OCT system in comparison with any of the three methods used separately. The proposed approach equalizes the processing rates for all methods and allows for simultaneous imaging and classification of tumors.
利用光学相干断层扫描(OCT)、背散射(BS)和拉曼光谱(RS)对不同类型的恶性皮肤肿瘤进行了体内研究。提出了一种基于对OCT图像进行复杂分析的多模态方法,该分析基于恶性组织和健康组织之间散射辐射光谱强度的相对变化来进行早期癌症检测。与单独使用的三种方法中的任何一种相比,多模态RS-BS-OCT系统在多种癌症类型中观察到诊断平均准确率有所提高(灵敏度9%,特异性8%)。所提出的方法使所有方法的处理速率相等,并允许对肿瘤进行同时成像和分类。