Effect of Coupling Medium on Penetration Depth in Microwave Medical Imaging

Abstract

In microwave medical imaging, the human skin reflects most of microwave energy due to the impedance mismatch between the air and the body. As a result, only a small portion of the microwave energy can enter the body and work for medical purpose. One solution to tackle this issue is to use a coupling (or matching) medium, which can reduce unwanted reflections on the skin and meanwhile improve spatial imaging resolution. A few types of fluids were measured in this paper for their dielectric properties between 500 MHz and 13.5 GHz. Measurements were performed by a Keysight programmable network analyzer (PNA) with a dielectric probe kit, and dielectric constant and conductivity of the fluids were presented in this paper. Then, quantitative computations were exercised to present the attenuations due to the reflection on the skin and to the loss in each coupling medium, based on the measured liquid dielectric values. Finally, electromagnetic simulations verified that the coupling liquid can allow more microwave energy to enter the body to allow for a more efficient medical examination.

Machine Learning Application to Brain Diseases Detection

“…Artificial intelligence, machine learning, and deep learning models give excellent results in terms of classification. However, most models are considered as "black boxes" [20,21]. It is necessary for a specialist to extract essential features of the image based on the part of the image that contains valuable information, excluding pixel values that contain irrelevant information for decision-making (background, bones, and medical apparatus).…”