Biomedical applications of electromagnetic detection: a brief review

P Huang, L Xu, Y Xie - Biosensors, 2021 - mdpi.com
This paper presents a review on the biomedical applications of electromagnetic detection in
recent years. First of all, the thermal, non-thermal, and cumulative thermal effects of …

Detection and localization of breast cancer using UWB microwave technology and CNN-LSTM framework

M Lu, X Xiao, Y Pang, G Liu, H Lu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ultrawideband (UWB) microwave detection technology, which is low cost and harmless, has
been intensively studied and developed for breast cancer detection. In this study, a …

Multi-step learning-by-examples strategy for real-time brain stroke microwave scattering data inversion

M Salucci, A Polo, J Vrba - Electronics, 2021 - mdpi.com
This work deals with the computationally-efficient inversion of microwave scattering data for
brain stroke detection and monitoring. The proposed multi-step approach is based on the …

The diagnostic performance of machine learning in breast microwave sensing on an experimental dataset

T Reimer, S Pistorius - … , RF and Microwaves in Medicine and …, 2021 - ieeexplore.ieee.org
Objective: This paper assesses the diagnostic performance of deep learning methods for
tumour detection in breast microwave sensing (BMS). Methods: A convolutional neural …

Diagnosing Breast Cancer with Microwave Technology: Remaining challenges and potential solutions with machine learning

BL Oliveira, D Godinho, M O'Halloran, M Glavin… - Diagnostics, 2018 - mdpi.com
Currently, breast cancer often requires invasive biopsies for diagnosis, motivating
researchers to design and develop non-invasive and automated diagnosis systems. Recent …

Multi-stage feature selection (MSFS) algorithm for UWB-based early breast cancer size prediction

V Vijayasarveswari, AM Andrew, M Jusoh… - PloS one, 2020 - journals.plos.org
Breast cancer is the most common cancer among women and it is one of the main causes of
death for women worldwide. To attain an optimum medical treatment for breast cancer, an …

Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave

G Liu, X Xiao, H Song, T Kikkawa - Medical & Biological Engineering & …, 2021 - Springer
The accurate detection of early breast cancer is of great significance to each patient. In
recent years, breast cancer non-invasive detection technology based on Ultra-Wideband …

Breast tumor detection by 1D-convolutional neural network based on ultra-wide-band microwave technology

M Lu, X Xiao, G Liu, H Lu, Y Pang… - … Science and Technology, 2022 - iopscience.iop.org
Ultra-wide band (UWB) microwave is a promising technology for non-invasive detection of
breast tumors due to its low cost and the absence of ionizing radiation. However, breast …

Microwave breast tumor localization using wavelet feature extraction and genetic algorithm‐neural network

M Lu, X Xiao, G Liu, H Lu - Medical Physics, 2021 - Wiley Online Library
Abstract Purpose Ultra‐Wide Band (UWB) microwave breast cancer detection is a promising
new technology for routine physical examination and home monitoring. The existing …

Improving image reconstruction and machine learning methods in breast microwave sensing

T Reimer - 2020 - mspace.lib.umanitoba.ca
Breast microwave sensing (BMS) is an emerging modality that has the potential to be used
as a breast cancer screening technique but challenges remain before the modality is …