Cargando…
Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography
As a promising medical imaging modality, electrical impedance tomography (EIT) can image the electrical properties within a region of interest using electrical measurements applied at electrodes on the region boundary. This paper proposes to combine frequency and time difference imaging methods in E...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8226516/ https://www.ncbi.nlm.nih.gov/pubmed/34072777 http://dx.doi.org/10.3390/bios11060176 |
_version_ | 1783712305428561920 |
---|---|
author | Bai, Xue Liu, Dun Wei, Jinzhao Bai, Xu Sun, Shijie Tian, Wenbin |
author_facet | Bai, Xue Liu, Dun Wei, Jinzhao Bai, Xu Sun, Shijie Tian, Wenbin |
author_sort | Bai, Xue |
collection | PubMed |
description | As a promising medical imaging modality, electrical impedance tomography (EIT) can image the electrical properties within a region of interest using electrical measurements applied at electrodes on the region boundary. This paper proposes to combine frequency and time difference imaging methods in EIT to simultaneously image bio- and non-conductive targets, where the image fusion is accomplished by applying a wavelet-based technique. To enable image fusion, both time and frequency difference imaging methods are investigated regarding the reconstruction of bio- or non-conductive inclusions in the target region at varied excitation frequencies, indicating that none of those two methods can tackle with the scenarios where both bio- and non-conductive inclusions exist. This dilemma can be resolved by fusing the time difference (td) and appropriate frequency difference (fd) EIT images since they are complementary to each other. Through simulation and in vitro experiment, it is demonstrated that the proposed fusion method can reasonably reconstruct both the bio- and non-conductive inclusions within the lung models established to simulate the ventilation process, which is expected to be beneficial for the diagnosis of lung-tissue related diseases by EIT. |
format | Online Article Text |
id | pubmed-8226516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-82265162021-06-26 Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography Bai, Xue Liu, Dun Wei, Jinzhao Bai, Xu Sun, Shijie Tian, Wenbin Biosensors (Basel) Article As a promising medical imaging modality, electrical impedance tomography (EIT) can image the electrical properties within a region of interest using electrical measurements applied at electrodes on the region boundary. This paper proposes to combine frequency and time difference imaging methods in EIT to simultaneously image bio- and non-conductive targets, where the image fusion is accomplished by applying a wavelet-based technique. To enable image fusion, both time and frequency difference imaging methods are investigated regarding the reconstruction of bio- or non-conductive inclusions in the target region at varied excitation frequencies, indicating that none of those two methods can tackle with the scenarios where both bio- and non-conductive inclusions exist. This dilemma can be resolved by fusing the time difference (td) and appropriate frequency difference (fd) EIT images since they are complementary to each other. Through simulation and in vitro experiment, it is demonstrated that the proposed fusion method can reasonably reconstruct both the bio- and non-conductive inclusions within the lung models established to simulate the ventilation process, which is expected to be beneficial for the diagnosis of lung-tissue related diseases by EIT. MDPI 2021-05-31 /pmc/articles/PMC8226516/ /pubmed/34072777 http://dx.doi.org/10.3390/bios11060176 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bai, Xue Liu, Dun Wei, Jinzhao Bai, Xu Sun, Shijie Tian, Wenbin Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title | Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title_full | Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title_fullStr | Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title_full_unstemmed | Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title_short | Simultaneous Imaging of Bio- and Non-Conductive Targets by Combining Frequency and Time Difference Imaging Methods in Electrical Impedance Tomography |
title_sort | simultaneous imaging of bio- and non-conductive targets by combining frequency and time difference imaging methods in electrical impedance tomography |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8226516/ https://www.ncbi.nlm.nih.gov/pubmed/34072777 http://dx.doi.org/10.3390/bios11060176 |
work_keys_str_mv | AT baixue simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography AT liudun simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography AT weijinzhao simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography AT baixu simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography AT sunshijie simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography AT tianwenbin simultaneousimagingofbioandnonconductivetargetsbycombiningfrequencyandtimedifferenceimagingmethodsinelectricalimpedancetomography |