首页> 外文学位 >Image Processing and Visualization of Terahertz Pulsed Imaging of Breast Cancer Tumors.
【24h】

Image Processing and Visualization of Terahertz Pulsed Imaging of Breast Cancer Tumors.

机译:太赫兹脉冲成像对乳腺癌肿瘤的图像处理和可视化。

获取原文
获取原文并翻译 | 示例

摘要

Terahertz imaging technology has grown substantially in recent years. With new advances made in the generation, manipulation, and detection of terahertz radiation, terahertz imaging has found its application as inspection tools in a wide range of areas including biomedicine, materials science, and aerospace industries. In the field of medical imaging, terahertz (THz) has emerged as a new imaging modality due to some fundamental physical properties of the THz wave. THz imaging has been used to examine various biological structures, and THz tomography has been developed to probe the 3D structures of those samples.;THz pulsed imaging (TPI) is one of the THz imaging technologies that have been developed and used to inspect different types of biological structures. Specifically, it has been used to examine breast cancer tumors in hope of providing accurate, fast, and convenient diagnosis. Several works have been published in this research area that demonstrate the potency of THz imaging in differentiating tumor regions from healthy tissue regions. Most of the current research, however, focuses on the improvement of the instrumentation of THz imaging system or the study of the electrical and optical properties of the tissue samples being imaged. In this work, we seek to analyze the scanned image data and improve the visualization of them through image processing and segmentation techniques. We apply a variety of image enhancement and segmentation algorithms to our gathered data and evaluate how effective they are at visualizing the scanned samples and classifying the tissue regions. Our experimental results show that several image processing techniques can be utilized to help us visualizing the detailed structures of the scanned tissues and extract useful information which can be used for identifying tumor boundaries. The result of this work further demonstrates the possibility of adapting THz imaging system in real-world clinical settings that may facilitate the diagnosis of breast cancer.
机译:太赫兹成像技术在最近几年有了长足发展。随着太赫兹辐射的产生,处理和检测取得新进展,太赫兹成像已在许多领域中用作检查工具,包括生物医学,材料科学和航空航天工业。在医学成像领域,由于太赫兹波的一些基本物理特性,太赫兹(THz)已经成为一种新的成像方式。太赫兹成像已被用于检查各种生物结构,太赫兹层析成像技术已被开发用于探测那些样品的3D结构。;太赫兹脉冲成像(TPI)是已开发并用于检查不同类型的太赫兹成像技术之一生物结构。特别地,它已被用于检查乳腺癌肿瘤,希望提供准确,快速和方便的诊断。在该研究领域已发表了几篇论文,这些论文证明了THz成像在区分肿瘤区域和健康组织区域方面的潜力。但是,当前的大多数研究都集中在THz成像系统仪器的改进或对要成像的组织样本的电学和光学特性的研究上。在这项工作中,我们试图分析扫描的图像数据,并通过图像处理和分割技术改善其可视化。我们对收集到的数据应用了各种图像增强和分割算法,并评估了它们在可视化扫描样本和对组织区域进行分类方面的效果。我们的实验结果表明,可以使用多种图像处理技术来帮助我们可视化扫描组织的详细结构,并提取可用于识别肿瘤边界的有用信息。这项工作的结果进一步证明了在实际的临床环境中采用THz成像系统的可能性,这可能有助于乳腺癌的诊断。

著录项

  • 作者

    Wu, Yuhao.;

  • 作者单位

    University of Arkansas.;

  • 授予单位 University of Arkansas.;
  • 学科 Computer science.
  • 学位 M.S.
  • 年度 2015
  • 页码 67 p.
  • 总页数 67
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:52:25

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号