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Three-dimensional high-frequency characterization of excised human lymph nodes

机译:切除的人类淋巴结的三维高频表征

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High-frequency ultrasound (HFU, >20 MHz) offers a means of investigating biological tissue at the microscopic level because the short wavelengths and small focal-zone beam diameters of HFU transducers provide fine-resolution images (<100 ¿m). In this study, three-dimensional (3D) quantitative-ultrasound (QUS) methods were developed and evaluated to detect metastases in freshly-dissected lymph nodes of cancer patients. Detection of metastases is critically important for staging and treatment planning. 3D radio-frequency (RF) data were acquired from scanning dissected lymph nodes using a 26-MHz single-element transducer. For each lymph node, overlapping cylindrical regions-of-interest (ROIs, 1-mm diameter, 1-mm deep) were processed to yield four QUS estimates. Spectral intercept (I) and spectral slope (S) were computed using a straight-line model and effective scatterer size (D) and acoustic concentration (CQ2) were estimated using a Gaussian scattering model. 3D QUS images were generated by expressing QUS estimates as color-encoded pixels and overlaying them on conventional 3D B-mode images. QUS estimates were obtained for 82 lymph nodes (65 devoid of metastases and 17 entirely filled by metastases) from 46 patients diagnosed with colon or gastric cancer and a statistical difference (p <0.05) was found for each QUS estimate for metastatic and non-metastatic nodes. Furthermore, areas under the ROC were greater than 0.99 for D or S alone. These initial results suggest that these methods may provide a clinically important means of identifying small metastatic foci that might not be detected using standard pathology procedures.
机译:高频超声(HFU,> 20 MHz)提供了一种在微观水平上研究生物组织的方法,因为HFU换能器的短波长和小聚焦区光束直径可提供高分辨率的图像(<100°C是)。在这项研究中,开发并评估了三维(3D)定量超声(QUS)方法,以检测癌症患者新鲜解剖的淋巴结中的转移灶。转移的检测对于分期和治疗计划至关重要。 3D射频(RF)数据是使用26 MHz单元素换能器通过扫描解剖的淋巴结获得的。对于每个淋巴结,处理重叠的圆柱状目标区域(ROI,直径1毫米,深度1毫米)以产生四个QUS估计值。使用直线模型计算光谱截距(I)和光谱斜率(S),并使用高斯散射模型估算有效散射体大小(D)和声波浓度(CQ 2 )。通过将QUS估计值表示为颜色编码的像素并将其覆盖在常规3D B模式图像上来生成3D QUS图像。从诊断为结肠癌或胃癌的46例患者中获得了82个淋巴结的QUS估计值(65个无转移,17个完全被转移物填充),每个QUS对转移和非转移的QUS估计值均存在统计学差异(p <0.05)节点。此外,仅D或S,ROC下的面积都大于0.99。这些初步结果表明,这些方法可能会提供临床上重要的手段,以鉴定使用标准病理学程序可能无法检测到的小的转移灶。

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