Review on electrical impedance tomography: Artificial intelligence methods and its applications

TA Khan, SH Ling - Algorithms, 2019 - mdpi.com
Electrical impedance tomography (EIT) has been a hot topic among researchers for the last
30 years. It is a new imaging method and has evolved over the last few decades. By …

Electrical impedance tomography technical contributions for detection and 3D geometric localization of breast tumors: A systematic review

JC Gómez-Cortés, JJ Díaz-Carmona… - Micromachines, 2022 - mdpi.com
Impedance measuring acquisition systems focused on breast tumor detection, as well as
image processing techniques for 3D imaging, are reviewed in this paper in order to define …

[PDF][PDF] 一种基于U 2-Net 模型的电阻抗成像方法

叶明, 李晓丞, 刘凯, 韩伟, 姚佳烽 - 仪器仪表学报, 2023 - jemi.cnjournals.com
电阻抗成像(EIT) 是一种实现场域内电导率分布情况图像重建的成像技术.
传统的电阻抗成像算法成像精度较低, 为解决此问题, 提出一种基于U 2-Net …

Spatially-adaptive variational reconstructions for linear inverse electrical impedance tomography

M Huska, D Lazzaro, S Morigi, A Samore… - Journal of Scientific …, 2020 - Springer
The inverse electrical impedance tomography (EIT) problem involves collecting electrical
measurements on the smooth boundary of a region to determine the spatially varying …

[PDF][PDF] 自适应粒子群优化算法优化径向基函数神经网络用于电阻抗成像图像重建

吴阳, 刘凯, 陈柏, 李芳, 姚佳烽 - 仪器仪表学报, 2020 - jemi.cnjournals.com
电阻抗成像(EIT) 的图像重建是一个高度非线性且欠定的病态逆问题. 由于传统方法无法达到很
高的精度, 并且重建过程通常很耗时, 提出了一种基于自适应粒子群优化算法的径向基函数神经 …

Electrical impedance tomography image reconstruction based on backprojection and extreme learning machines

JC Gomes, VAF Barbosa, DE Ribeiro… - Research on biomedical …, 2020 - Springer
Purpose Electrical impedance tomography (EIT) is an image technique based on the
application of an alternating electrical current on electrodes placed on the surface of the …

On the influence of spread constant in radial basis networks for electrical impedance tomography

S Martin, CTM Choi - Physiological measurement, 2016 - iopscience.iop.org
Electrical impedance tomography (EIT) is a non-invasive imaging technique. The main task
of this work is to solve a non-linear inverse problem, for which several techniques have been …

Electrical impedance tomography image reconstruction based on autoencoders and extreme learning machines

JC Gomes, JMS Pereira, MA de Santana… - Deep Learning for Data …, 2020 - Elsevier
Electrical impedance tomography (EIT) is an image technique based on the application of
an alternating electrical current on electrodes placed on the surface of the domain, which is …

Hybrid metaheuristics applied to image reconstruction for an electrical impedance tomography prototype

WP dos Santos, RE de Souza… - Hybrid Metaheuristics for …, 2018 - Springer
Evolutionary computation has much scope for solving several important practical
applications. However, sometimes they return only marginal performance, related to …

Damage detection of composite materials via IR thermography and electrical resistance measurement: A review

K Park, J Lee, S Ryu - Structural Engineering and Mechanics, An Int'l …, 2021 - dbpia.co.kr
Composite materials, composed of multiple constituent materials with dissimilar properties,
are actively adopted in a wide range of industrial sectors due to their remarkable strength-to …