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Development of A Robust and Fast Calibration Procedure for Diffuse Optical Tomography

机译:开发弥漫性光学断层扫描的强大和快速校准程序

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Near infrared (NIR) diffuse optical tomography has demonstrated great potential in the initial diagnosis of tumor and the assessment of tumor vasculature response to neoadjuvant chemotherapy. A fast and robust data processing is critical to move this technique from lab research to bench-side application. Our lab developed frequency-domain diffuse optical tomography system for clinical applications. So far, we still collect data at hospital and do the data processing off-line. In this paper, a robust calibration procedure and fast processing program were developed to overcome this limitation. Because each detection channel had its own electronic delay, the calibration procedure measured amplitude linearity and phase linearity of each channel, and formed a look-up table. The experimental measurements were corrected by the table and the fitting accuracy improved by 45.8%. To further improve the processing speed, the data collection and processing program were converted to C++ from matlab program. The overall processing speed was improved by two times. We expect the new processing program can move diffuse optical tomography one step close to bench-side clinical applications.
机译:近红外线(NIR)弥漫光学断层扫描在肿瘤初步诊断和对新辅助化疗的肿瘤血管系统反应的初步诊断和评估中表现出巨大的潜力。快速且强大的数据处理对于将该技术从实验室研究移动到台面应用,这是一个快速和强大的数据处理。我们的实验室开发了临床应用的频域漫射光学断层扫描系统。到目前为止,我们仍然在医院收集数据,并在线处理数据处理。在本文中,开发了一种强大的校准程序和快速处理程序来克服这种限制。因为每个检测通道具有其自己的电子延迟,所以校准过程测量每个通道的幅度线性和相线性,并形成查找表。实验测量由表格校正,拟合精度提高了45.8%。为了进一步提高处理速度,数据收集和处理程序从MATLAB程序转换为C ++。整体处理速度得到了两倍。我们预计新的处理程序可以将漫反射扫描的漫射光学断层扫描,靠近台面临床应用。

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