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Breast cancer detection using phase contrast diffuse optical tomography

机译:使用相差漫射层析成像技术检测乳腺癌

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摘要

In this report, a phase-contrast diffuse optical tomography system, which can measure the refractive indices of human breast masses in vivo, is described. To investigate the utility of phase-contrast diffuse optical tomography (PCDOT) for differentiation of malignant and benign breast masses in humans, and to compare PCDOT with conventional diffuse optical tomography (DOT) for analysis of breast masses in humans. 35 breast masses were imaged in 33 patients (mean age = 51 years; range 22-80 years) using PCDOT. Images characterizing the tissue refractive index, absorption and scattering of breast masses were obtained with a finite element-based reconstruction algorithm. The accuracies of absorption and scattering images were compared with images of refractive index in light of the pathology results. Absorption and scattering images were unable to accurately discriminate benign from malignant lesions. Malignant lesions tended to have decreased refractive index allowing them to discriminate from benign lesions in most cases. The sensitivity, specificity, false positive value, and overall accuracy for refractive index were 81.8%, 70.8%, 29.2%, and 74.3%, respectively. Overall we show that benign and malignant breast masses in humans demonstrate different refractive index and differences in refractive index properties can be used to discriminate benign from malignant masses in patients with high accuracy. This opens up a new avenue for improved breast cancer detection using NIR diffusing light.
机译:在该报告中,描述了一种可在体内测量人乳腺肿块折射率的相差散射光学层析成像系统。为了研究相差漫射光学层析成像(PCDOT)在人类恶性和良性乳腺肿块分化中的实用性,并将PCDOT与常规漫射光学层析成像(DOT)用于分析人类乳腺肿块。使用PCDOT对33例患者(平均年龄= 51岁;范围22-80岁)中的35个乳房肿块进行了成像。使用基于有限元的重建算法获得表征乳腺肿块的组织折射率,吸收和散射的图像。根据病理结果,将吸收和散射图像的精度与折射率图像进行比较。吸收和散射图像无法准确地区分良性和恶性病变。恶性病变的折光率往往降低,因此在大多数情况下可与良性病变区分开。折射率的敏感性,特异性,假阳性值和总准确度分别为81.8%,70.8%,29.2%和74.3%。总的来说,我们显示出人类的良性和恶性乳房肿块显示出不同的折射率,并且折射率特性的差异可用于以高准确度将患者的良性与恶性肿块区分开。这为使用近红外漫射光改善乳腺癌检测开辟了一条新途径。

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