Simulation of 2 Dimensional Non-invasive Electrical Impedance Tomography System for Early Stage Breast Cancer Detection

被引:0
|
作者
Priya Hankare [1 ]
Alice N. Cheeran [2 ]
机构
[1] Veermata Jijabai Technological Institute,Electrical Engineering Department
[2] K. J. Somaiya Institute Technology,undefined
[3] University of Mumbai,undefined
[4] Veermata Jijabai Technological Institute,undefined
[5] University of Mumbai,undefined
关键词
Electrical impedance tomography (EIT); Forward problem; Inverse problem; COMSOL multiphysics; Sensitivity map; Electrical impedance and diffuse optical tomography reconstruction (EIDORS);
D O I
10.1007/s42979-025-03728-5
中图分类号
学科分类号
摘要
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.
引用
收藏
相关论文
共 50 条
  • [1] Non-Invasive Breast Cancer Detection Using Electrical Impedance Tomography: Design, Analysis and Comparison of Reconstruction Algorithms
    Ganesan, Annapoorani
    Durgamahanthi, Vaishali
    TRAITEMENT DU SIGNAL, 2023, 40 (06) : 2809 - 2817
  • [2] Non-Invasive Biomarkers for Early Detection of Breast Cancer
    Li, Jiawei
    Guan, Xin
    Fan, Zhimin
    Ching, Lai-Ming
    Li, Yan
    Wang, Xiaojia
    Cao, Wen-Ming
    Liu, Dong-Xu
    CANCERS, 2020, 12 (10) : 1 - 28
  • [3] A non-invasive diagnostic assay of early stage breast cancer
    Tang, Wanyan
    Zhou, Xin
    Zhang, Haiwei
    Ge, Chuang
    Yu, Huiqing
    Nian, Weiqi
    Zhang, Yi
    CANCER RESEARCH, 2020, 80 (04)
  • [4] Towards the non-invasive detection of gastroesophageal reflux (GER) by electrical impedance tomography (EIT)?
    Erol, RA
    Cherian, P
    Smallwood, RH
    Brown, BH
    Bardhan, KD
    GASTROENTEROLOGY, 1996, 110 (04) : A57 - A57
  • [5] A non-invasive approach to skin cancer diagnosis via graphene electrical tattoos and electrical impedance tomography
    Lee, Hannah
    Johnson, Zane
    Denton, Spencer
    Liu, Ning
    Akinwande, Deji
    Porter, Emily
    Kireev, Dmitry
    PHYSIOLOGICAL MEASUREMENT, 2024, 45 (05)
  • [6] The Non-Invasive LuCED® Test for Detection of Early Stage Lung Cancer
    Meyer, Michael
    Bell, Timothy
    Sussman, Daniel
    Wilbur, David
    Presley, Chris
    Hayenga, Jon
    Lakers, Frances
    Reyna, Jonus
    Davies, Michael
    Field, John
    Yang, Gregory
    Lancaster, Christy
    Zulueta, Javier
    Nelson, Alan
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S343 - S344
  • [7] Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content
    Luo, Yuan
    Abiri, Parinaz
    Zhang, Shell
    Chang, Chih-Chiang
    Kaboodrangi, Amir H.
    Li, Rongsong
    Bui, Alex
    Kumar, Rajesh
    Woo, Mary
    Li, Zhaoping
    Packard, Rene R. Sevag
    Tai, Yu-Chong
    Hsiai, Tzung K.
    THERANOSTICS, 2018, 8 (06): : 1636 - 1647
  • [8] Non-Invasive Hemodynamic Monitoring in Hemodialysis Using Electrical Impedance Tomography
    Oh, Tongin
    Mok, Jinwon
    Moon, Ju Young
    Kim, Yang Gyun
    Lee, Sangho
    Jung, Su Woong
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2022, 33 (11): : 700 - 701
  • [9] Using tears as a non-invasive source for early detection of breast cancer
    Daily, Anna
    Ravishankar, Prashanth
    Harms, Steve
    Klimberg, V. Suzanne
    PLOS ONE, 2022, 17 (04):
  • [10] System for non-invasive epicardial potential mapping and impedance tomography
    Popescu, S
    Panescu, D
    PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 19, PTS 1-6: MAGNIFICENT MILESTONES AND EMERGING OPPORTUNITIES IN MEDICAL ENGINEERING, 1997, 19 : 331 - 334