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A novel functional infrared imaging system coupled with multiparametric computerised analysis for risk assessment of breast cancer

机译:一种新颖的功能红外成像系统,结合多参数计算机分析技术,用于乳腺癌风险评估

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Objective: We evaluated a functional three-dimensional (3D) infrared imaging system (3DIRI) coupled with multiparametric computer analysis for risk assessment of breast cancer. The technique provides objective risk assessment for the presence of a malignant tumour based on automated parameters derived from a clinically known training set. Methods: Following institutional review board approval, we recruited 434 women for this prospective multicentre trial, including 256 healthy woman undergoing routine screening mammography with BI-RADS-1 results and 178 women with newly diagnosed breast cancer. This was a two-phase study: an initial training and calibration phase, followed by a two-armed blinded evaluation phase (52 healthy and 66 with breast cancer). 3DIRI data sets were acquired using a non-contact, no radiation system. Results: The sensitivity and specificity of functional infrared imaging in providing the correct risk for the presence of breast cancer were 90.9 % and 72.5 %, respectively. The area under the ROC curve was 86 %. Forty-two of the 60 (70 %) cancers in women correctly classified by the system as suspicious were smaller than 20 mm in size. Conclusion: The preliminary blinded results of this novel technology show sufficient performance of functional infrared imaging in providing risk assessment for breast cancer to warrant further clinical studies. Key Points: ? 3D functional infrared imaging (3DIRI) provides new metabolic signatures from breast lesions. ? 3DIRI offers high sensitivity for risk assessment of breast cancer. ? It also has reasonable specificity. ? This initial experience warrants further evaluation in larger clinical trials.
机译:目的:我们评估了功能性三维(3D)红外成像系统(3DIRI)与多参数计算机分析相结合来评估乳腺癌的风险。该技术基于源自临床已知训练集的自动参数,为恶性肿瘤的存在提供客观的风险评估。方法:经过机构审查委员会的批准,我们招募了434名女性参与该前瞻性多中心试验,其中包括256名接受常规BI-RADS-1结果常规筛查乳房X光检查的健康女性和178名新诊断为乳腺癌的女性。这是一个分为两个阶段的研究:初始训练和校准阶段,然后是两臂盲法评估阶段(52名健康者和66名乳腺癌患者)。 3DIRI数据集是使用非接触式无辐射系统获取的。结果:功能性红外成像在提供正确的乳腺癌风险方面的敏感性和特异性分别为90.9%和72.5%。 ROC曲线下的面积为86%。被系统正确分类为可疑的女性癌症中,有60种(60%)癌症中有42种的尺寸小于20毫米。结论:这项新技术的初步盲结果表明,功能红外成像在提供乳腺癌风险评估方面具有足够的性能,值得进一步的临床研究。关键点: ? 3D功能红外成像(3DIRI)提供了乳腺病变的新代谢特征。 ? 3DIRI对乳腺癌的风险评估具有很高的敏感性。 ?它也具有合理的特异性。 ?最初的经验值得在大型临床试验中进行进一步评估。

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