DocumentCode
240288
Title
Localization and parameter estimation of tumor by thermography
Author
Hossain, Shahadat ; Mohammadi, F.A. ; Abdelaal, Mohamed
Author_Institution
Dept. of Electr. & Comput. Eng., Ryerson Univ., Toronto, ON, Canada
fYear
2014
fDate
4-7 May 2014
Firstpage
1
Lastpage
5
Abstract
Derivation of accurate correlation between surface thermal image and interior physiology is an important factor in non-invasive thermal diagnostics, which require general solution for the bioheat equations. In this study an estimation methodology is presented to determine unknown thermophysical or geometrical parameters of tumor using skin temperature profile that may be obtained by infrared thermography. Multiphysics numerical simulation was used to solve the inverse problem incorporating the Pennes´ bioheat equation with suitable boundary conditions in two-dimensional case. Then, the pattern search algorithm was used to estimate the different parameters by minimizing a fitness function involving the temperature profiles obtained from simulated or clinical data to those obtained by numerical simulation efforts.
Keywords
biomedical optical imaging; biothermics; infrared imaging; inverse problems; skin; tumours; Pennes bioheat equation; bioheat equations; boundary conditions; infrared thermography; interior physiology; inverse problem; multiphysics numerical simulation; non-invasive thermal diagnostics; pattern search algorithm; skin temperature profile; surface thermal image; tumor localization; tumor parameter estimation; unknown geometrical parameters; unknown thermophysical parameters; Biomedical imaging; Heating; Skin; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering (CCECE), 2014 IEEE 27th Canadian Conference on
Conference_Location
Toronto, ON
ISSN
0840-7789
Print_ISBN
978-1-4799-3099-9
Type
conf
DOI
10.1109/CCECE.2014.6901120
Filename
6901120
Link To Document