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基于持久同调的微观混浊介质光学特性用于实际光传播分析。

Persistent homology-based optical properties of microscopic turbid media for realistic light propagation analysis.

作者信息

Jiracheewee Jirawit, Shimojo Yu, Nishimura Takahiro

机构信息

Graduate School of Engineering, Osaka University, Yamadaoka 2-1, Suita, Osaka 565-0871, Japan.

Graduate School of Medicine, Osaka Metropolitan University, Asahimachi 1-4-3, Abeno-ku, Osaka 545-8585, Japan.

出版信息

Biomed Opt Express. 2025 Mar 26;16(4):1651-1665. doi: 10.1364/BOE.557290. eCollection 2025 Apr 1.

Abstract

The optical properties of microscopic turbid media are critical for understanding light-tissue interactions with applications in biomedical imaging and diagnostics. However, traditional scattering coefficient-based methods are limited in their ability to capture topological heterogeneities within tissue structures, which play a crucial role in describing the relationship between microscopic tissue characteristics and their corresponding light propagation behaviors. In this study, we propose using persistent homology-based persistent images (PIs) as a descriptor and optical property of microscopic tissues. As a proof of concept, we analyzed particle-distributed turbid media with uniform and clustered particle distributions by persistent homology analysis, demonstrating that PIs can capture topological characteristics that are not discernible using traditional scattering coefficient-based methods. Light propagation simulations using the beam propagation method (BPM) demonstrated that PIs correlate with optical behaviors, such as beam centroid displacement and distortion, providing a foundation for linking microscopic topological heterogeneities to light propagation behaviors. Our results validate PIs as a meaningful and predictive optical property, bridging microscopic turbid media topology with their light propagation behaviors. This work establishes PIs as a potential optical property of microscopic tissue, capturing its topological characteristics and offering predictive insights into light propagation behaviors.

摘要

微观混浊介质的光学特性对于理解光与组织的相互作用以及在生物医学成像和诊断中的应用至关重要。然而,传统的基于散射系数的方法在捕捉组织结构内的拓扑异质性方面存在局限性,而拓扑异质性在描述微观组织特征与其相应光传播行为之间的关系中起着关键作用。在本研究中,我们提出使用基于持久同调的持久图像(PIs)作为微观组织的描述符和光学特性。作为概念验证,我们通过持久同调分析对具有均匀和聚集颗粒分布的颗粒分布混浊介质进行了分析,表明PIs能够捕捉到使用传统基于散射系数的方法无法辨别的拓扑特征。使用光束传播方法(BPM)进行的光传播模拟表明,PIs与诸如光束质心位移和畸变等光学行为相关,为将微观拓扑异质性与光传播行为联系起来提供了基础。我们的结果验证了PIs作为一种有意义且具有预测性的光学特性,弥合了微观混浊介质拓扑与其光传播行为之间的差距。这项工作将PIs确立为微观组织的一种潜在光学特性,捕捉其拓扑特征并为光传播行为提供预测性见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e937/12047721/280a21e1f302/boe-16-4-1651-g001.jpg

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