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基于区域的带配准图谱的扩散光学断层扫描:小鼠光学特性的获取

Region-based diffuse optical tomography with registered atlas: acquisition of mouse optical properties.

作者信息

Wan Wenbo, Wang Yihan, Qi Jin, Liu Lingling, Ma Wenjuan, Li Jiao, Zhang Limin, Zhou Zhongxing, Zhao Huijuan, Gao Feng

机构信息

College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China.

College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China; Cancer Institute and Hospital, Tianjin Medical University, Tianjin 300060, China.

出版信息

Biomed Opt Express. 2016 Nov 14;7(12):5066-5080. doi: 10.1364/BOE.7.005066. eCollection 2016 Dec 1.

Abstract

The reconstruction quality in the model-based optical tomography modalities can greatly benefit from information of accurate tissue optical properties, which are difficult to be obtained with a conventional diffuse optical tomography (DOT) system alone. One of the solutions is to apply anatomical structures obtained with anatomical imaging systems such as X-ray computed tomography (XCT) to constrain the reconstruction process of DOT. However, since X-ray offers low soft-tissue contrast, segmentation of abdominal organs from sole XCT images can be problematic. In order to overcome the challenges, the current study proposes a novel method of recovering organ-oriented tissue optical properties, where anatomical structures of an mouse are approximately obtained by registering a standard anatomical atlas, , the Digimouse, to the target XCT volume with the non-rigid image registration, and, in turn, employed to guide DOT for extracting the optical properties of inner organs. Simulative investigations have validated the methodological availability of such atlas-registration-based DOT strategy in revealing both anatomical structures and optical properties. Further experiments have demonstrated the feasibility of the proposed method for acquiring the organ-oriented tissue optical properties of mice, making it as an efficient way of the reconstruction enhancement.

摘要

基于模型的光学层析成像模式中的重建质量可以从准确的组织光学特性信息中大大受益,而仅使用传统的扩散光学层析成像(DOT)系统很难获得这些信息。解决方案之一是应用通过诸如X射线计算机断层扫描(XCT)等解剖成像系统获得的解剖结构来约束DOT的重建过程。然而,由于X射线的软组织对比度较低,仅从XCT图像中分割腹部器官可能会有问题。为了克服这些挑战,当前的研究提出了一种恢复面向器官的组织光学特性的新方法,其中通过使用非刚性图像配准将标准解剖图谱(即数字小鼠)与目标XCT体积配准,大致获得小鼠的解剖结构,进而用于指导DOT提取内部器官的光学特性。模拟研究已经验证了这种基于图谱配准的DOT策略在揭示解剖结构和光学特性方面的方法可用性。进一步的实验已经证明了所提出的方法用于获取小鼠面向器官的组织光学特性的可行性,使其成为一种有效的重建增强方法。

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