An Approach to Parameters Estimation for Breast Tumor by Finite Element Method

被引:1
|
作者
Xu, A-qing [1 ]
Yang, Hong-qin [1 ]
Ye, Zhen [2 ]
Su, Yi-ming [2 ]
Xie, Shu-sen [1 ]
机构
[1] Fujian Normal Univ, Key Lab Optoelect Sci & Technol Med, Minist Educ, Fujian Prov Key Lab Photon Technol, Fuzhou 350007, Peoples R China
[2] Fujian Med Univ, Affiliated Hosp, Fuzhou 350005, Peoples R China
来源
关键词
breast tumor; finite element method; parameter estimation; genetic algorithm; THERMAL-PROPERTY ESTIMATION; GENETIC ALGORITHMS; CANCER; TEMPERATURE;
D O I
10.1117/12.809082
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The temperature of human body on the surface of the skin depends on the metabolic activity, the blood flow, and the temperature of the surroundings. Any abnormality in the tissue, such as the presence of a tumor, alters the normal temperature on the skin surface due to increased metabolic activity of the tumor. Therefore, abnormal skin temperature profiles are an indication of diseases such as tumor or cancer. This study is to present an approach to detect the female breast tumor and its related parameter estimations by combination the finite element method with infrared thermography for the surface temperature profile. A 2D simplified breast embedded a tumor model based on the female breast anatomical structure and physiological characteristics was first established, and then finite element method was used to analyze the heat diffuse equation for the surface temperature profiles of the breast. The genetic optimization algorithm was used to estimate the tumor parameters such as depth, size and blood perfusion by minimizing a fitness function involving the temperature profiles simulated data by finite element method to the experimental data obtained by infrared thermography. This preliminary study shows it is possible to determine the depth and the heat generation rate of the breast tumor by using infrared thermography and the optimization analysis, which may play an important role in the female breast healthcare and diseases evaluation or early detection. In order to develop the proposed methodology to be used in clinical, more accurate anatomy 3D breast geometry should be considered in further investigations.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] Finite element method-based approach for radiofrequency magnetic resonance coil losses estimation
    Giovannetti, Giulio
    Tiberi, Gianluigi
    Tosetti, Michela
    CONCEPTS IN MAGNETIC RESONANCE PART B-MAGNETIC RESONANCE ENGINEERING, 2016, 46 (04) : 186 - 190
  • [22] Estimation of constitutive parameters using an inverse method coupled to a 3D finite element software
    Forestier, R
    Massoni, E
    Chastel, Y
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 125 : 594 - 601
  • [23] Effect of Finite Element Method (FEM) Mesh Size on the Estimation of Concrete Stress-Strain Parameters
    Bracamonte, Alex Jose
    Mercado-Puche, Vicente
    Martinez-Arguelles, Gilberto
    Pumarejo, Luis Fuentes
    Ortiz, Albert R. R.
    Herazo, Luis Carlos Sandoval
    APPLIED SCIENCES-BASEL, 2023, 13 (04):
  • [24] Detection of the Breast Cancer Based on the Electrical Impedance Myography Parameters Using Finite Element Method.
    Tarek, Md Nurul A.
    Jalal, Ahmed H.
    Alam, Fahmida
    Ahad, Mohammad A.
    SMART BIOMEDICAL AND PHYSIOLOGICAL SENSOR TECHNOLOGY XV, 2018, 10662
  • [25] Space and time localization for the estimation of distributed parameters in a finite element model
    Marcuzzi, Fabio
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2009, 198 (37-40) : 3020 - 3025
  • [26] ESTIMATION OF ELASTIC PARAMETERS OF SANDWICH COMPOSITE PLATES USING A GRADIENT BASED FINITE ELEMENT MODEL UPDATING APPROACH
    Mondal, Subhajit
    Chakraborty, Sushanta
    Mitra, Nilanjan
    PROCEEDINGS OF THE ASME CONFERENCE ON SMART MATERIALS, ADAPTIVE STRUCTURES AND INTELLIGENT SYSTEMS, 2016, VOL 1, 2016,
  • [27] On the immersed boundary method: Finite element versus finite volume approach
    Frisani, Angelo
    Hassan, Yassin A.
    COMPUTERS & FLUIDS, 2015, 121 : 51 - 67
  • [28] ON THE IMMERSED BOUNDARY METHOD: FINITE ELEMENT VERSUS FINITE VOLUME APPROACH
    Frisani, Angelo
    Hassan, Yassin A.
    PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON NUCLEAR ENGINEERING AND THE ASME 2012 POWER CONFERENCE - 2012, VOL 5, 2012, : 535 - 547
  • [29] Computational insights into tumor invasion dynamics: A finite element approach
    Irum, Saba
    Almakayeel, Naif
    Deebani, Wejdan
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2025, 229 : 814 - 829
  • [30] A METHOD OF FINITE ELEMENT MODEL UPDATING VIA DESIGN PARAMETERS
    Zeng Qing-hua
    Chinese Journal of Aeronautics , 1993, (01) : 18 - 24