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Analysis of data obtained in clinical trials of optical biopsy system for breast cancer diagnostics

机译:乳腺癌诊断临床活检系统临床试验中获得的数据分析

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In the clinical trials it was shown, that characteristics of optical scattering and absorption are sensitive to the tissue type and state. In the given report improved optical biopsy system will be presented, clinical trials of which have been conducted in the Regional Oncology Center of Nizhny Novgorod, Russia. During a year more than 160 patients with breast tumors were investigated using this system. Radiation from a xenon lamp through an optical fiber placed inside the probe's needle was delivered into the breast. The radiation scattered from the breast tissue was collected by another fibers also placed in the same needle and its spectrum was measured. Obtained optical data was analyzed to find general optical characteristics of scattered radiation in different types of tissue and revealing the major peculiarities in the spectral scattering coefficients of malignant tumors and their distinctions from benign tumors and healthy tissue. Using different mathematical algorithm the typical template of scattering spectrum was found for benign and malignant type of breast tumor. Then the algorithm of automatic detection of malignant spectra in the data flow was developed. Using this algorithm the datasets of all patients were processed and analyzed and the diagnoses were obtained. The automatic diagnoses were compared with those given by physicians. As a result the indexes of sensitivity and specificity for the optical biopsy diagnostic method were found equal to 96% and 80% correspondingly.
机译:在所示的临床试验中,光散射和吸收的特性对组织类型和状态敏感。在给定的报告中,改善了光学活组织检查系统,其临床试验已经在俄罗斯下诺夫哥罗德的区域肿瘤学中心进行。在一年中,使用该系统研究了超过160名乳腺肿瘤患者。通过放置在探针针内的光纤从氙灯辐射被送入乳房。从乳房组织散射的辐射通过另外放置在同一针中的另一根纤维收集,并测量其光谱。分析了光学数据以发现不同类型组织中散射辐射的一般光学特性,并揭示恶性肿瘤光谱散射系数中的主要特性及其与良性肿瘤和健康组织的区别。使用不同的数学算法,发现了良性和恶性乳腺肿瘤的散射谱的典型模板。然后开发了数据流中的自动检测恶性光谱的算法。使用该算法,处理和分析所有患者的数据集,并获得诊断。将自动诊断与医生给出的那些进行比较。结果,光学活检诊断方法的敏感性和特异性的指标相应地相应于96%和80%。

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