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Enhancement of near-infrared diffuse optical tomography for prostate cancer imaging.

机译:用于前列腺癌成像的近红外漫射光学层析成像技术的增强。

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摘要

Scope and method of study. The objective of this study is to enhance the functional imaging modality of Diffuse Optical Tomography (DOT) for the early diagnosis and accurate detection of prostate cancer. Enhancement approaches such as spatial prior extracted from Trans-Rectal Ultrasound (TRUS), spectral prior pre-calibrated with the absorption chromophores in biological tissue and metabolic fluorescence emitting biomarker has been implemented by either instrumentation or computational modeling techniques.;Findings and conclusions. A hard prior based hierarchical reconstruction algorithm for a TRUS-DOT combined system is developed and validated by both simulation and tissue phantom experiments.;A Parametric Recovery Uncertainty Level (PRUL) model is derived for DOT reconstruction based on measurements at both single and multiple wavelengths. The model indicates that steady state DOT system could produce reconstruction results comparable to frequency domain systems and direct current measurement components are not redundant in frequency domain reconstruction. The model can also be used to optimize the wavelength combination in multispectral optical imaging systems.;A rapid DOT system is fabricated based on a wavelength-swept light source. The system is validated by phantom experiments and is readily extendable for fluorescence signal acquisition.;A geometric-differential-sensitivity reconstruction algorithm is developed for reflectance imaging geometry in DOT for accurate target depth recovery.;The experiment setup for FDOT validation is designed. Preliminary simulation results support the hypothesis that the reverse fluorohphore uptake can be recovered within our imaging geometry.
机译:研究范围和方法。这项研究的目的是增强扩散光学断层扫描(DOT)的功能成像方式,以早期诊断和准确检测前列腺癌。通过仪器或计算建模技术已经实现了增强方法,如从经直肠超声(TRUS)提取的空间先验,用生物组织中的吸收发色团和代谢性荧光发射生物标记物预先校准的光谱先验;发现和结论。通过仿真和组织体模实验开发并验证了基于硬先验的TRUS-DOT组合系统的分层重建算法。;基于单波长和多波长下的测量结果,得出了用于DOT重建的参数恢复不确定度水平(PRUL)模型。该模型表明,稳态DOT系统可以产生与频域系统相当的重建结果,直流测量组件在频域重建中不是多余的。该模型还可以用于优化多光谱光学成像系统中的波长组合。基于波长扫描光源制造快速DOT系统。该系统已通过幻像实验验证,并且可以轻松扩展以用于荧光信号采集。;为DOT中的反射率成像几何结构开发了几何微分灵敏度重建算法,以精确地恢复目标深度;设计了用于FDOT验证的实验装置。初步的模拟结果支持以下假设:在我们的成像几何结构内可以恢复反向荧光团的摄取。

著录项

  • 作者

    Xu, Guan Gary.;

  • 作者单位

    Oklahoma State University.;

  • 授予单位 Oklahoma State University.;
  • 学科 Engineering Biomedical.;Engineering Electronics and Electrical.;Health Sciences Radiology.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 183 p.
  • 总页数 183
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:44:17

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