Experimental approach for breast cancer center estimation using infrared thermography

被引:24
|
作者
Azevedo Figueiredo, Alisson Augusto [1 ]
Fernandes, Henrique Coelho [2 ]
Guimaraes, Gilmar [1 ]
机构
[1] Univ Fed Uberlandia, Sch Mech Engn, BR-38408100 Uberlandia, MG, Brazil
[2] Univ Fed Uberlandia, Sch Comp Sci, BR-38408100 Uberlandia, MG, Brazil
关键词
Breast cancer; Tumor; Thermal images; Infrared camera; Correlation; Inverse problems; PARAMETER-ESTIMATION; TUMORS; TEMPERATURE;
D O I
10.1016/j.infrared.2018.10.027
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Diagnostics of tumors using thermal cameras are generally conducted in adjuvant examinations because infrared images detect radiation that translates to surface temperature measurements. That is, it is not feasible to detect the location and tumor size using only the direct thermal images. The objective of this work is to develop a new technique that is capable of identifying the coordinates of the geometric center of a tumor present internally in a breast, by using only superficial temperature measurements acquired by an infrared camera. The technique is based on the use of correlations, dimensionless solutions of the temperature field in the breast, and definitions of variables that do not require knowledge of the thermal properties and metabolism of the tissue. Applications of the technique in vitro (phantom tissue sample) are presented. The phantom tissue (silicone) is instrumented with electrical resistances for simulating the internal heat generation effects caused by a tumor. The experimental results demonstrate that the maximum error in the estimation of the tumor depth was 3.82 mm. The technique exhibits high potential for in vivo applications and can be an effective tool for increasing the specificity in detection of breast cancer from IR images.
引用
收藏
页码:100 / 112
页数:13
相关论文
共 50 条
  • [31] Breast Cancer Detection and Classification Using Thermography: A Review
    Ibrahim, Abdelhameed
    Mohammed, Shaimaa
    Ali, Hesham Arafat
    INTERNATIONAL CONFERENCE ON ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS (AMLTA2018), 2018, 723 : 496 - 505
  • [32] Evaluating the efficiency of infrared breast thermography for early breast cancer risk prediction in asymptomatic population
    Gogoi, Usha Rani
    Majumdar, Gautam
    Bhowmik, Mrinal Kanti
    Ghosh, Anjan Kumar
    INFRARED PHYSICS & TECHNOLOGY, 2019, 99 : 201 - 211
  • [33] Experimental Study on Detection of Deterioration in Concrete Using Infrared Thermography Technique
    Huh, Jungwon
    Quang Huy Tran
    Lee, Jong-Han
    Han, DongYeob
    Ahn, Jin-Hee
    Yim, Solomon
    ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2016, 2016
  • [34] Experimental Investigation of a Complex System of Impinging Jets Using Infrared Thermography
    Schweikert, Julia
    Weigand, Bernhard
    INTERNATIONAL JOURNAL OF TURBOMACHINERY PROPULSION AND POWER, 2022, 7 (04)
  • [35] A new experimental route in thermomechanics of inorganic glasses using infrared thermography
    Le Cam, Jean-Benoit
    Robin, Eric
    Balandraud, Xavier
    Toussaint, Evelyne
    JOURNAL OF NON-CRYSTALLINE SOLIDS, 2013, 366 : 64 - 69
  • [36] Infrared Thermography Study of Breast Tissue Cancer Based on Phase Diagrams Analysis
    Rogotnev, A.
    Nikitiuk, A.
    Naimark, O.
    PROCEEDINGS OF THE ADVANCED MATERIALS WITH HIERARCHICAL STRUCTURE FOR NEW TECHNOLOGIES AND RELIABLE STRUCTURES, 2018, 2051
  • [37] Dissimilar metal joint quality measurement using infrared thermography: Experimental and Numerical approach for the application to CMT welding
    Thomas, Renil K.
    Unnikrishnakurup, Sreedhar
    Balasubramaniam, Krishnan
    Narayanan, Lakshmi
    Phanikumar, G.
    13TH QUANTITATIVE INFRARED THERMOGRAPHY CONFERENCE, 2016, : 389 - 390
  • [38] Infrared exploration of the architectural heritage: from passive infrared thermography to hybrid infrared thermography (HIRT) approach
    Sfarra, S.
    Marcucci, E.
    Ambrosini, D.
    Paoletti, D.
    MATERIALES DE CONSTRUCCION, 2016, 66 (323)
  • [39] On the Use of Infrared Thermography for the Estimation of Melting Enthalpy
    Mailhe, Clement
    Duquesne, Marie
    Palomo del Barrio, Elena
    Godin, Alexandre
    APPLIED SCIENCES-BASEL, 2021, 11 (13):
  • [40] A proposal for spectroscopic infrared thermography and its estimation
    Inagaki, Terumi
    Watanabe, Naoya
    Kagaku Kogaku Ronbunshu, 2011, 37 (01): : 28 - 37