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Anomaly Detection Using Electric Impedance Tomography Based on Real and Imaginary Images
Imam Sapuan1, Moh Yasin1, Khusnul Ain2
1Department of Physic, Faculty of Science and Technology, Universitas Airlangga, Surabaya 60115, Indonesia.
Sensors (Basel, Switzerland)
|April 3, 2020
Summary
This study presents a novel method using Electrical Impedance Tomography (EIT) to separate tissue resistance and capacitive reactance. This technique enhances imaging for objects with low contrast, improving diagnostic capabilities for thoracic and abdominal organs.
Area of Science:
- Biomedical Engineering
- Medical Imaging
- Electrical Engineering
Background:
- Tissue impedance analysis is crucial for medical imaging.
- Distinguishing between resistance and capacitive reactance can improve image contrast.
- Electrical Impedance Tomography (EIT) offers a non-invasive imaging modality.
Purpose of the Study:
- To develop and validate a method for separating tissue resistance and capacitive reactance using EIT.
- To improve image quality for objects with similar overall impedance but differing component values.
- To demonstrate the potential of this method for imaging thoracic and abdominal organs.
Main Methods:
- Utilized an Electrical Impedance Tomography (EIT) device with programmable generators, VCCS, multiplexer-demultiplexer, and phase meters.
- Collected potential and phase angle data at 10 kHz and 100 kHz using neighboring data acquisition.
- Reconstructed impedance, real (resistance), and imaginary (capacitive reactance) images via linear back-projection.
Main Results:
- The developed EIT method successfully separated resistance and capacitive reactance components.
- Reconstructed impedance, real, and imaginary images were analyzed against a phantom (distilled water with a carrot anomaly).
- Experimental results confirmed the reliability of the EIT device and the separation method.
Conclusions:
- The proposed method effectively separates tissue resistance and capacitive reactance, enhancing image contrast.
- This EIT-based approach shows significant promise for improved non-invasive imaging of organs with similar impedance.
- The validated device and method offer a reliable tool for future biomedical imaging applications.
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