Simultaneous estimation of size, radial and angular locations of a malignant tumor in a 3-D human breast - A numerical study

被引:50
作者
Das, Koushik [1 ]
Mishra, Subhash C. [1 ]
机构
[1] Indian Inst Technol Guwahati, Dept Mech Engn, Gauhati 781039, India
关键词
Bioheat transfer; Inverse analysis; Curve fitting method; Non-invasive detection; Finite element method; TEMPERATURE; TISSUE;
D O I
10.1016/j.jtherbio.2015.07.001
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This article reports a numerical study pertaining to simultaneous estimation of size, radial location and angular location of a malignant tumor in a 3-D human breast. The breast skin surface temperature profile is specific to a tumor of specific size and location. The temperature profiles are always the Gaussian one, though their peak magnitudes and areas differ according to the size and location of the tumor. The temperature profiles are obtained by solving the Pennes bioheat equation using the finite element method based solver COMSOL 4.3a. With temperature profiles known, simultaneous estimation of size, radial location and angular location of the tumor is done using the curve fitting method. Effect of measurement errors is also included in the study. Estimations are accurate, and since in the inverse analysis, the curve fitting method does not require solution of the governing bioheat equation, the estimation is very fast. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:147 / 156
页数:10
相关论文
共 17 条
[1]  
Charny C.K., 1992, BIOENGINEERING HEAT, P19
[2]   Non-invasive estimation of size and location of a tumor in a human breast using a curve fitting technique [J].
Das, Koushik ;
Mishra, Subhash C. .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2014, 56 :63-70
[3]   Estimation of tumor characteristics in a breast tissue with known skin surface temperature [J].
Das, Koushik ;
Mishra, Subhash C. .
JOURNAL OF THERMAL BIOLOGY, 2013, 38 (06) :311-317
[4]   Numerical analysis for determination of the presence of a tumor and estimation of its size and location in a tissue [J].
Das, Koushik ;
Singh, Rupesh ;
Mishra, Subhash C. .
JOURNAL OF THERMAL BIOLOGY, 2013, 38 (01) :32-40
[5]  
Gautherie M, 1980, Ann N Y Acad Sci, V335, P383, DOI 10.1111/j.1749-6632.1980.tb50764.x
[6]  
González FJ, 2007, REV MEX FIS, V53, P323
[7]   Numerical simulation for heat transfer in tissues during thermal therapy [J].
Gupta, Praveen Kumar ;
Singh, Jitendra ;
Rai, K. N. .
JOURNAL OF THERMAL BIOLOGY, 2010, 35 (06) :295-301
[8]   ANALYTICAL SOLUTIONS OF PENNES BIO-HEAT TRANSFER EQUATION WITH A BLOOD-VESSEL [J].
HUANG, HW ;
CHAN, CL ;
ROEMER, RB .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 1994, 116 (02) :208-212
[9]   Nonlinear behavior of thermal lagging in concentric living tissues with Gaussian distribution source [J].
Liu, Kuo-Chi .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2011, 54 (13-14) :2829-2836
[10]   Thermal detection of embedded tumors using infrared imaging [J].
Mital, Manu ;
Scott, E. P. .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2007, 129 (01) :33-39