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Digital processing of Raman spectra for diagnosis of atherosclerosis

机译:拉曼光谱的数字处理诊断动脉粥样硬化

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Discusses the digital processing methodology utilized to analyze Raman spectral data, with the ultimate aim of developing a rapid and automatic system for atherosclerosis diagnosis. Different types of digital and wavelet transform filters have been studied in order to reduce the CCD detector noise. After calibration, Raman spectra have been processed by an automatic program that classifies the target tissue into pathological or non-pathological using pattern recognition techniques. To validate the diagnosis inferred by the automated system, a collection of 70 spectra from human coronary arteries has been tested and compared with the histological method. The processing time of whole analysis is as small as 10 milliseconds when the program is executed on a processing station based on the ADSP 61061 Sharc digital signal processor.
机译:讨论用于分析拉曼光谱数据的数字处理方法,最终目的是开发一种用于动脉粥样硬化诊断的快速和自动系统。已经研究了不同类型的数字和小波变换过滤器,以减少CCD检测器噪声。校准后,RAMAN光谱已经通过自动程序处理,该自动程序将目标组织分类成病理或非病理学使用模式识别技术。为了验证自动化系统推断的诊断,已经测试了来自人冠状动脉的70个光谱的集合,并与组织学方法进行了测试。当基于ADSP 61061 Sharc数字信号处理器在处理站执行程序时,整个分析的处理时间小于10毫秒。

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