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Breast cancer detection using phase contrast diffuse optical tomography

机译:使用相位对比弥漫性光学断层扫描的乳腺癌检测

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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:在本报告中,描述了可以测量体内人类乳腺菌块的折射率的相位对比漫射光学断层扫描系统。探讨相对对比扩散光学断层扫描(PCDOT)对人类恶性和良性乳腺肿块的效用,并将PCDOT与传统漫射光学断层扫描(DOT)进行比较,以分析人类乳腺菌群。 33例患者(平均年龄= 51岁; 22-80岁)成像35乳腺素。用有限元基重建算法获得表征组织折射率,吸收和脉冲散射的图像。与病理结果相比,将吸收和散射图像的准确性与折射率的图像进行比较。吸收和散射图像无法准确地歧视恶性病变。恶性病变倾向于减少折射率,允许它们在大多数情况下歧视良性病变。折射率的敏感性,特异性,假阳性值和整体准确性分别为81.8%,70.8%,29.2%和74.3%。总的来说,我们表明人类的良性和恶性乳房肿块证明了不同的折射率和折射率特性的差异可用于歧视高精度患者的恶性肿块。这为使用NIR扩散光线开辟了一种改善乳腺癌检测的新途径。

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