Zhang Xinxian, Fan Jiahao, Song Jiawei, Zeng Nan, He Honghui, Tuchin Valery V, Ma Hui
Tsinghua University, Tsinghua Shenzhen International Graduate School, Shenzhen, China.
Nanjing Normal University, School of Teacher Education, Nanjing, China.
J Biomed Opt. 2025 May;30(5):056009. doi: 10.1117/1.JBO.30.5.056009. Epub 2025 May 15.
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.
We aim to investigate the tissue depth measurement in turbid media using Mueller matrix polarimetry, with a focus on fibrous tissues.
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.
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.
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.
偏振测量具有诸如高信息维度和对微观结构敏感等优点。确定组织深度对于临床诊断和治疗至关重要,例如病变定位、切除和药物递送。然而,仅依靠偏振技术进行组织深度测量仍是一个有待进一步研究的课题。
我们旨在研究使用穆勒矩阵偏振测量法在混浊介质中进行组织深度测量,重点关注纤维组织。
构建组织模型以定量模拟特定深度的纤维化。通过分析跨深度梯度的穆勒矩阵测量结果,使用监督机器学习算法建立偏振基本参数(PBP)与组织深度之间的相关性。
我们引入了一种方法,将对偏振度(DOP)敏感的PBP与对各向异性敏感的PBP相结合,以开发深度敏感偏振特征参数(DSPFP)。DSPFP在浅层对深度表现出更高的敏感性,同时在深层保持准确性。通过组织模型的二维深度分辨成像验证了所提方法的有效性和稳健性。
我们初步探索了使用穆勒矩阵偏振测量法进行深度测量的可行性,建立了一种组织深度评估方法,同时也扩展了偏振测量的应用。