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Toward in vivo diagnosis of skin cancer using multimode imaging dermoscopy: (Ⅱ) Molecular mapping of highly pigmented lesions

机译:使用多模式成像皮肤镜对皮肤癌进行体内诊断:(Ⅱ)高色素病变的分子作图

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We have developed a multimode imaging dermoscope that combines polarization and hyperspectral imaging with a computationally rapid analytical model. This approach employs specific spectral ranges of visible and near infrared wavelengths for mapping the distribution of specific skin bio-molecules. This corrects for the melanin-hemoglobin misestimation common to other systems, without resorting to complex and computationally intensive tissue optical models that are prone to inaccuracies due to over-modeling. Various human skin measurements including a melanocytic nevus, and venous occlusion conditions were investigated and compared with other ratiometric spectral imaging approaches. Access to the broad range of hyperspectral data in the visible and near-infrared range allows our algorithm to flexibly use different wavelength ranges for chromophore estimation while minimizing melanin-hemoglobin optical signature cross-talk.
机译:我们开发了一种多模式成像皮肤镜,将偏振和高光谱成像与计算快速的分析模型结合在一起。该方法采用可见光和近红外波长的特定光谱范围来绘制特定皮肤生物分子的分布图。这可以纠正其他系统常见的黑色素-血红蛋白估计错误,而无需诉诸复杂且计算量大的组织光学模型,这些模型由于过度建模而容易出现错误。研究了各种人类皮肤测量结果,包括黑素细胞痣和静脉阻塞情况,并将其与其他比率光谱成像方法进行了比较。在可见光和近红外范围内访问广泛的高光谱数据可以使我们的算法灵活地使用不同的波长范围进行生色团估计,同时最大程度地减少黑色素-血红蛋白的光学信号串扰。

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