Depth-resolved imaging in turbid media via Mueller matrix polarimetry.

IF 3 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Journal of Biomedical Optics Pub Date : 2025-05-01 Epub Date: 2025-05-15 DOI:10.1117/1.JBO.30.5.056009
Xinxian Zhang, Jiahao Fan, Jiawei Song, Nan Zeng, Honghui He, Valery V Tuchin, Hui Ma
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引用次数: 0

Abstract

Significance: Polarimetry offers advantages such as high information dimensionality and sensitivity to microstructures. Determining the depth of the tissue is essential for clinical diagnosis and treatment, such as lesion localization, removal, and drug delivery. However, relying solely on polarization techniques for tissue depth measurement remains a subject for further investigation.

Aim: We aim to investigate the tissue depth measurement in turbid media using Mueller matrix polarimetry, with a focus on fibrous tissues.

Approach: Tissue phantoms are constructed to quantitatively simulate fibrosis at specific depth. By analyzing Mueller matrix measurements across depth gradients, correlations between polarization basic parameters (PBPs) and tissue depth are established using supervised machine learning algorithms.

Results: We introduce an approach by combining degree of polarization (DOP)-sensitive PBPs with anisotropy-sensitive PBPs to develop depth-sensitive polarization feature parameters (DSPFPs). The DSPFPs exhibit enhanced sensitivity to depth in shallow layers while preserving accuracy in deeper layers. The effectiveness and robustness of the proposed method are validated through 2D depth-resolved imaging of tissue phantoms.

Conclusions: We preliminarily explore the feasibility of depth measurement using Mueller matrix polarimetry, establishing a method for tissue depth assessment while also expanding the applications of polarimetry.

通过穆勒矩阵偏振法在浑浊介质中进行深度分辨成像。
意义:偏振法具有信息维数高、对微观结构敏感等优点。确定组织的深度对于临床诊断和治疗至关重要,例如病灶定位,切除和药物输送。然而,仅仅依靠偏振技术进行组织深度测量仍然是一个有待进一步研究的课题。目的:我们的目的是研究在浑浊介质中使用穆勒矩阵偏振法测量组织深度,重点是纤维组织。方法:构建组织模型,定量模拟特定深度的纤维化。通过分析深度梯度上的Mueller矩阵测量值,利用监督式机器学习算法建立极化基本参数(PBPs)与组织深度之间的相关性。结果:我们提出了一种将偏振度(DOP)敏感PBPs与各向异性敏感PBPs相结合的方法来开发深度敏感偏振特征参数(DSPFPs)。DSPFPs在浅层中对深度的敏感性增强,同时在较深的层中保持精度。通过组织图像的二维深度分辨成像验证了该方法的有效性和鲁棒性。结论:初步探索了Mueller矩阵偏振法测量深度的可行性,建立了一种评估组织深度的方法,同时也拓展了偏振法的应用范围。
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来源期刊
CiteScore
6.40
自引率
5.70%
发文量
263
审稿时长
2 months
期刊介绍: The Journal of Biomedical Optics publishes peer-reviewed papers on the use of modern optical technology for improved health care and biomedical research.
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