A dual-modality imaging method based on polarimetry and second harmonic generation

Yuzhu Shi, Honghui He, Hui Ma
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Abstract

Characterization and evaluation of skin tissue structures are crucial for diagnosis of skin diseases. Recently, the Mueller matrix polarimetry and second harmonic generation microscopy have been widely used in skin tissue imaging due to their unique advantages. However, it is difficult to evaluate comprehensive structural characteristics of complex layered skin tissue by a single imaging modality. Therefore, we propose a dual-modality imaging method combining Mueller matrix polarimetry and second harmonic generation microscopy to achieve the automatic differentiation and quantitative evaluation of different layers of skin tissue. It is demonstrated that the dual-modality method can well divide the mouse tail skin tissue specimens’ images into three layers of stratum corneum, epidermis, and dermis. Then, the texture feature vector extracted by gray level co-occurrence matrix is used to quantitatively characterize the structure features of each layer. Finally, we propose an index named S-Health based on cosine similarity and the gray level co-occurrence matrix texture parameters to quantitatively measure the structural differences between damaged and normal skin areas. The experiments validate the efficacy of the dual-modality imaging method in discriminating and assessing skin tissue structures. It confirms the potential of the proposed method for dermatological practices
一种基于偏振法和二次谐波产生的双模成像方法
皮肤组织结构的表征和评估对皮肤病的诊断至关重要。近年来,米勒矩阵偏振法和二次谐波生成显微镜由于其独特的优点在皮肤组织成像中得到了广泛的应用。然而,单一的成像方式很难评估复杂分层皮肤组织的综合结构特征。因此,我们提出了一种结合米勒矩阵偏振法和二次谐波生成显微镜的双模成像方法,以实现对不同层次皮肤组织的自动区分和定量评价。结果表明,双模态方法可以很好地将小鼠尾部皮肤组织标本图像划分为角质层、表皮层和真皮层三层。然后,利用灰度共生矩阵提取的纹理特征向量对每一层的结构特征进行定量表征;最后,我们提出了一个基于余弦相似度和灰度共生矩阵纹理参数的S-Health指数,用于定量衡量受损和正常皮肤区域的结构差异。实验验证了双模成像方法在区分和评估皮肤组织结构方面的有效性。它证实了该方法在皮肤科实践中的潜力
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