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Finite Element Method Based Three-Dimensional Thermal Tomography for Disease Diagnosis of Human Body

机译:基于有限元方法的三维热成像技术在人体疾病诊断中的应用

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摘要

A finite element method (FEM)-based thermal approach to reconstruct the disease-associated heat source distribution has been developed. The congruent relationship between the heat sources and the observed temperature is established from the FEM solution matrix. The regularization method based parameter iteration algorithm is further developed to solve the inverse bioheat transfer problems. Typical simulations on sphere model and real digital human head have been performed to validate the feasibility and efficacy of the current method. In addition, the regularization parameter is optimized to speed up the reconstruction process and reduce the thermal noises. All the results indicate that both the heat source distribution and three-dimensional (3D) temperature field within the biological body were successfully reconstructed with acceptable accuracy.
机译:已经开发了一种基于有限元方法(FEM)的热方法来重建与疾病相关的热源分布。根据FEM解决方案矩阵建立热源与观测温度之间的一致关系。进一步发展了基于正则化方法的参数迭代算法,以解决生物热传递逆问题。已经对球体模型和真实数字人体头部进行了典型仿真,以验证当前方法的可行性和有效性。此外,优化了正则化参数以加快重建过程并降低热噪声。所有结果表明,生物体内的热源分布和三维(3D)温度场均已成功地以可接受的精度进行了重建。

著录项

  • 来源
    《Journal of Heat Transfer》 |2016年第10期|104501.1-104501.6|共6页
  • 作者

    Chao Jin; Zhi-Zhu He; Jing Liu;

  • 作者单位

    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China, Department of Diagnostic Radiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China;

    Beijing Key Lab of Cryo-Biomedical Engineering and Key Lab of Cryogenics, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China;

    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China, Beijing Key Lab of Cryo-Biomedical Engineering and Key Lab of Cryogenics, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    thermal tomography; heat source reconstruction; inverse problem; bioheat transfer;

    机译:热层析成像热源重建;反问题生物热传递;
  • 入库时间 2022-08-18 00:22:16

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