کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
566529 875992 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Estimation of breast tumor thermal properties using infrared images
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Estimation of breast tumor thermal properties using infrared images
چکیده انگلیسی

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 FLUENTTM 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.


► Design of a mechanical apparatus for the acquisition of breast infrared images.
► Apparatus installation in a public hospital located in a tropical climate region.
► Establishment of a new protocol for the acquisition of breast thermal images.
► Standardized breast thermal images to be used in automatic image processing.
► Estimation of some breast thermophysical parameters using breast infrared images.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 93, Issue 10, October 2013, Pages 2851–2863
نویسندگان
, , , , , , ,