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Variability in Fluorescence Spectra Observed from Uterine Cervix

机译:从子宫子宫颈观察到荧光光谱的可变性

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The detection of cervical intraepithelial neoplasia (CIN) in human uterine cervix is possible through the use of fluorescence and reflectance spectroscopy. Fluorescence and reflectance spectra were recorded from the cervix of over 200 patients. Classification performance for distinguishing high-grade CIN (CIN II and III) from normal squamous, normal columnar and metaplastic tissues is 84%. On average, the intensity of fluorescence for CIN II/III lesions is twofold less than non-CIN II/III tissue. However, variability in the spectra, associated with specific patient, tissue and instrumental parameters, is also noted and tends to blur the distinction between tissue groups. In particular, the intensity of fluorescence was found to increase with patient's age. The magnitude of age-dependence was evaluated using spectra from two of the largest tissue groups: metaplasia (1089 sites in 90 patients) and normal squamous mucosa (763 sites in 56 patients). The metaplasia class shows a stronger age dependence compared to normal squamous tissue: 7.5%/yr versus 2.6%/yr at 390 nm and 2.8%/yr versus 0.9%/yr at 460 nm, representing a two-fold increase in the intensity of fluorescence over 30 years. Hence, the accuracy of tissue classification algorithms may be improved with proper corrections to the spectra for these variables prior to classification.
机译:通过使用荧光和反射光谱,可以通过使用荧光和反射光谱来检测人子宫颈宫颈上的宫颈上皮内瘤瘤(CIN)。从200多名患者的子宫颈记录荧光和反射光谱。区分高级CIN(CINI和III)从正常鳞状,正常柱状组织和细胞组织的分类性能为84%。平均而言,CINI / III病变的荧光强度小于非CINI / III组织的双重。然而,还注意到,与特定患者,组织和仪器参数相关的光谱的可变性,并且倾向于模糊组织组之间的区别。特别是,发现荧光强度随患者的年龄而增加。使用来自两种最大组织组中的两种的光谱评估年龄依赖性的幅度:Metaplasia(90例患者1089位点)和正常鳞状粘膜(56名患者的763位点)。与常规鳞状组织相比,荟萃类依赖性较强的依赖性:7.5%/ Yr与2.6%/ yr为2.6%/ Yr,在460nm处,2.8%/ Yr为0.9%/ Yr,表示强度的两倍增加荧光超过30年。因此,可以在分类之前对这些变量的光谱进行适当的校正来改善组织分类算法的准确性。

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