A method to determine the impedance distribution in any area of the body is electrical impedance tomography (EIT). Based on the idea that different tissues have different electrical characteristics, EIT is employed in medical imaging. Tissues has specific resistivity value. The resistivity of tissue changes with blood perfusion. The cancer tumor is more vascularized i.e. it receives more blood supply than the surrounding normal tissue, hence resistivity of such tissues is less. EIT technique's foundation is the use of the differential in resistivity between healthy and cancerous breast tissue as a cancer indicator. By applying an alternating current to contact electrodes arranged in different patterns on an object's surface, boundary potentials are measured and the spatial distribution of electrical conductivity inside the object (particularly the human body) is imaged using EIT. It is non-invasive, relatively cheap, and safe medical technique. Image Reconstruction in EIT involves solution to inverse problem. This research involves simulation of forward problem in COMSOL Multiphysics software to create the experimental setup. Further image reconstruction is carried out using different reconstruction techniques as an inverse problem. Various reconstruction algorithms like Gauss Newton, Tikhonov Regularization, NOSER Algorithm, Total Variation Reconstruction (TV) and Laplace algorithm, are compared. Finally Monte Carlo method is used to locate and find the size of the impurity (signify the tumor) added. From the above mentioned algorithms NOSER Algorithm gives better reconstruction results. The percentage of error for NOSER algorithm is 0.66% for conducting impurity of 0.8 cm.
机构:
Chongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
Ran, Peng
Xiao, Xiaoming
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State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
Xiao, Xiaoming
He, Wei
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State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
He, Wei
Li, Zhangyong
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Chongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
Li, Zhangyong
Wang, Wei
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Chongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
Wang, Wei
Pang, Yu
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Chongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R ChinaChongqing Univ Posts & Telecommun, Chongqing Municipal Level Key Lab Photoelect Info, Chongqing 400065, Peoples R China
机构:
Univ Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Univ Innsbruck, Inst Biomed Aging Res, Innsbruck, AustriaUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Herzog, Chiara M. S.
Theeuwes, Bente
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Univ Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Univ Innsbruck, Inst Biomed Aging Res, Innsbruck, AustriaUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Theeuwes, Bente
Jones, Allison
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UCL, UCL EGA Inst Womens Hlth, Dept Womens Canc, London, EnglandUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Jones, Allison
Evans, Iona
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UCL, UCL EGA Inst Womens Hlth, Dept Womens Canc, London, EnglandUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Evans, Iona
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Bjorge, Line
Zikan, Michal
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Charles Univ Prague, Fac Med 1, Dept Gynecol & Obstet, Prague, Czech Republic
Hosp Bulovce, Prague, Czech RepublicUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Zikan, Michal
Cibula, David
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Charles Univ Prague, Gen Univ Hosp Prague, Dept Gynaecol Obstet & Neonatol, Fac Med 1, Prague, Czech RepublicUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Cibula, David
Harbeck, Nadia
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LMU Univ Hosp, Dept Obstet & Gynecol, Breast Ctr, Munich, Germany
LMU Univ Hosp, CCC Munich, Munich, GermanyUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Harbeck, Nadia
Colombo, Nicoletta
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机构:
European Inst Oncol IRCCS, Gynecol Oncol Program, Milan, Italy
Univ Milano Bicocca, Dept Med & Surg, Milan, ItalyUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
Colombo, Nicoletta
Pashayan, Nora
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Univ Cambridge, Ctr Canc Genet Epidemiol, Dept Publ Hlth & Primary Care, Cambridge, EnglandUniv Innsbruck, European Translat Oncol Prevent & Screening Inst, Innsbruck, Austria
机构:
Univ Washington, Sch Med, Gastroenterol, Seattle, WA 98195 USA
Fred Hutchinson Canc Ctr, Translat Sci & Therapeut Div, Seattle, WA 98109 USA
Fred Hutchinson Canc Ctr, Publ Hlth Sci Div, 1100 Fairview Ave N, D4-110, Seattle, WA 98109 USAUniv Washington, Sch Med, Gastroenterol, Seattle, WA 98195 USA