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NON-INVASIVE SCREENING OF SKIN DISEASES BY VISIBLE/NEAR-INFRARED SPECTROSCOPY

机译:可见/近红外光谱对皮肤疾病的无创筛查

摘要

A non-invasive tool for skin disease diagnosis would be a useful clinicaladjunct. The purpose of this study wasto determine whether visible/near-infrared spectroscopy can be used to non-invasively characterize skin diseases. In-vivo visible- andnear-infrared spectra (400-2500 nm) of skin neoplasms (actinic keratoses,basal cell carcinomata, banal common acquiredmelanocytic nevi, dysplastic melanocytic nevi, actinic lentigines andseborrheic keratoses) were collected by placing a fiber opticprobe on the skin. Paired t-tests, repeated measures analysis of variance andlinear discriminant analysis were used to determinewhether significant spectral differences existed and whether spectra could beclassified according to lesion type. Paired t-tests showedsignificant differences (p 0.05) between normal skin and skin lesions inseveral areas of the visible/near-infrared spectrum. Inaddition, significant differences were found between the lesion groups byanalysis of variance. Linear discriminant analysis classifiedspectra from benign lesions compared to pre-malignant or malignant lesionswith high accuracy. Visible/near-infrared spectroscopyis a promising non-invasive technique for the screening of skin diseases.
机译:一种用于皮肤疾病诊断的非侵入性工具将是有用的临床方法附件。这项研究的目的是确定是否可以将可见/近红外光谱用于非侵袭性表征皮肤疾病。体内可见和皮肤肿瘤(光化性角化病,基底细胞癌,普通获得性黑素细胞痣,发育不良的黑素细胞痣,光化性扁豆素和通过放置光纤收集脂溢性角化病)探测皮肤。配对t检验,方差和线性判别分析用于确定是否存在明显的光谱差异以及光谱是否可以根据病变类型分类。配对t检验显示正常皮肤和皮损之间的显着差异(p <0.05)可见/近红外光谱的几个区域。在此外,通过方差分析。线性判别分析分类良性病变与恶性前或恶性病变相比的光谱精度高。可见/近红外光谱是筛查皮肤疾病的一种有前途的非侵入性技术。

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