Machine learning in electromagnetics with applications to biomedical imaging: A review

M Li, R Guo, K Zhang, Z Lin, F Yang… - IEEE Antennas and …, 2021 - ieeexplore.ieee.org
Biomedical imaging is a relevant noninvasive technique aimed at generating an image of
the biological structure under analysis. The arising visual representation of 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 …

Improving the diagnostic capability of microwave radar imaging systems using machine learning

T Reimer, J Sacristan, S Pistorius - 2019 13th European …, 2019 - ieeexplore.ieee.org
Breast microwave sensing (BMS) is a potential breast cancer detection technique that uses
low-power microwave radiation to detect the presence of cancerous lesions. This work …

A machine-learning based microwave sensing approach to food contaminant detection

L Urbinati, M Ricci, G Turvani… - … on Circuits and …, 2020 - ieeexplore.ieee.org
To detect contaminants accidentally included in packaged foods, food industries use an
array of systems ranging from metal detectors to X-ray imagers. Low density plastic or glass …

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 …

Simulation of a portable microwave breast cancer detection system and derivation of a mathematical model for the relative electromagnetic fields

D Nath - 2022 - mspace.lib.umanitoba.ca
Breast microwave imaging (BMI) systems open a new era for detecting breast cancer
because of their advantages like non-ionizing radiation and cost-effectiveness. However …

A breast microwave sensing system utilizing a fixed antenna array: system design and feasibility of material characterization using transmission measurements

F Eashour, S Pistorius - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
A new system was built to serve as a tool in transitioning from a pre-clinical breast imaging
rotating-radar bed system to a portable, low-cost medical device. This study presents the …

La participación ciudadana como un derecho. Sus interrogantes en la contratación administrativa

IA Damsky - Con-texto, 2019 - HeinOnline
Es cierto que puede verificarse un extendido consenso sobre el compromiso de
instituciones y técnicas del Derecho público con la definición democrática del Estado, en …

Preliminary study of a mobile microwave breast cancer detection device using machine learning

J Sacristan - 2017 - mspace.lib.umanitoba.ca
Current breast cancer screening, using X-ray mammography has various drawbacks. These
include the use of ionising radiation, the need for breast compression, high cost, and the …

Fault-tolerant multi-sensor fusion methods: collaborative localization and characterization of a multi-robot system

N Alsaleh - 2024 - theses.hal.science
This thesis aims to develop methodologies dedicated to improve the functionality of mobile
robots to accomplish a mission, in particular the microwave electromagnetic characterization …