首页> 外文会议>Conference on Imaging, Manipulation, and Analysis of Biomolecules, Cell, and Tissues; 20080121-23; San Jose,CA(US) >Analysis of data obtained in clinical trials of optical biopsy system for breast cancer diagnostics
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Analysis of data obtained in clinical trials of optical biopsy system for breast cancer diagnostics

机译:光学活检系统临床试验中用于乳腺癌诊断的数据分析

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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:在临床试验中表明,光散射和吸收的特征对组织类型和状态敏感。在给定的报告中,将介绍改进的光学活检系统,其临床试验已在俄罗斯下诺夫哥罗德地区肿瘤学中心进行。一年中,使用该系统对160多例乳腺肿瘤患者进行了调查。氙气灯通过放置在探针针头内的光纤发出的辐射被传递到乳房中。从乳房组织散射的辐射被另一根同样位于同一根针中的纤维收集,并对其光谱进行了测量。分析获得的光学数据,以发现不同类型组织中的散射辐射的一般光学特性,并揭示了恶性肿瘤光谱散射系数的主要特点及其与良性肿瘤和健康组织的区别。使用不同的数学算法,发现了乳腺良性和恶性类型的典型散射光谱模板。然后开发了自动检测数据流中恶性光谱的算法。使用该算法对所有患者的数据集进行处理和分析,并获得诊断。将自动诊断与医师给出的诊断进行了比较。结果,发现光学活检诊断方法的灵敏度和特异性指标分别等于96%和80%。

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