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Estimation of breast tumor thermal properties using infrared images

机译:使用红外图像估算乳腺肿瘤的热性质

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摘要

The major goal of this paper is to help detect breast cancer early based on infrared images. Some procedures, protocols and numerical simulations were developed or performed. Two different issues are presented. The first is the development of a standardized protocol for the acquisition of breast thermal images including the design, construction and installation of mechanical apparatus. The second part is related to the greatest difficulty for the numerical computation of breast temperature profiles that is caused by the uncertainty of the real values of the thermophysical parameters of some tissues. Then, a methodology for estimating thermal properties based on these infrared images is presented. The commercial software FLUENT™ was used for the numerical simulation. A Sequential Quadratic Programming (SQP) method was used to solve the inverse problem and to estimate the thermal conductivity and blood perfusion of breast tissues. The results showed that it is possible to estimate the thermophysical properties using the thermography. The next stage will be to use the geometry of a real breast for the numerical simulation in conjunction with a linear mapping of the temperatures measured over the breast volume.
机译:本文的主要目标是基于红外图像帮助及早发现乳腺癌。开发或执行了一些程序,协议和数值模拟。提出了两个不同的问题。首先是开发用于获取乳房热图像的标准化协议,包括机械设备的设计,构造和安装。第二部分与乳房温度曲线数值计算的最大困难有关,这是由某些组织的热物理参数的实际值的不确定性引起的。然后,提出了一种基于这些红外图像估算热性能的方法。商业软件FLUENT™用于数值模拟。顺序二次规划(SQP)方法用于解决反问题,并估计乳房组织的导热性和血液灌注。结果表明可以使用热成像法估计热物理性质。下一步将使用实际乳房的几何形状进行数值模拟,并结合在整个乳房体积上测得的温度的线性映射。

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  • 来源
    《Signal processing》 |2013年第10期|2851-2863|共13页
  • 作者单位

    Department of Mechanical Engineering of Federal University of Pernambuco, Av. da Arquitetura, Cidade Universitaria,CEP 50740-550, Recife, Pernambuco, Brazil;

    Department of Mechanical Engineering of Federal University of Pernambuco, Av. da Arquitetura, Cidade Universitaria,CEP 50740-550, Recife, Pernambuco, Brazil;

    Department of Mechanical Engineering of Federal University of Pernambuco, Av. da Arquitetura, Cidade Universitaria,CEP 50740-550, Recife, Pernambuco, Brazil;

    Computer Institute of Federal University Fluminense, Niteroi, Rio de Janeiro, Brazil;

    Hospital das Clinicas of Federal University of Pernambuco, Recife, Pernambuco, Brazil;

    Department of Mechanical Engineering of Federal University of Pernambuco, Av. da Arquitetura, Cidade Universitaria,CEP 50740-550, Recife, Pernambuco, Brazil;

    Department of Mechanical Engineering of Federal University of Pernambuco, Av. da Arquitetura, Cidade Universitaria,CEP 50740-550, Recife, Pernambuco, Brazil;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Breast cancer; Mechanical apparatus; Protocol; Thermography; Inverse heat conduction problem;

    机译:乳腺癌;机械设备;协议;热成像;反导热问题;

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