Emerging paradigms in microwave imaging technology for biomedical applications: unleashing the power of artificial intelligence

N Khalid, M Zubair, MQ Mehmood, Y Massoud - npj Imaging, 2024 - nature.com
In recent years, microwave imaging (MWI) has emerged as a non-ionizing and cost-effective
modality in healthcare, specifically within medical imaging. Concurrently, advances in …

Revolutionizing Osteoporosis and Bone Fracture Diagnostics: The Emergence of Microwave Antenna Technology

MS Hossen, MT Islam, A Hoque, AM Alenezi… - IEEE …, 2024 - ieeexplore.ieee.org
Osteoporosis, a medical condition distinguished by the reduction of bone mineral density
and the consequent degradation of bone structure, poses significant health scrutiny …

DNG metamaterial-inspired slotted stub antenna with enhanced gain, efficiency and distributed current for early stage bone fracture detection applications

MS Hossen, A Hoque, MT Islam… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
This article focuses on the computational design, prototype development, and experimental
validation of a compact microwave antenna for orthopedic applications in biomedical …

Uncertainty nonlinearly guided learning framework for full-wave inverse scattering

S He, L **, L Pan, X Li, Z Wei - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, deep learning schemes have been widely used in electromagnetic society.
However, different from traditional methods constrained by physics models, the predicted …

Hybrid supervised and reinforcement learning for the design and optimization of nanophotonic structures

C Yeung, B Pham, Z Zhang, KT Fountaine… - Optics …, 2024 - opg.optica.org
From higher computational efficiency to enabling the discovery of novel and complex
structures, deep learning has emerged as a powerful framework for the design and …

Microwave Technique for Brain Monitoring: State of the Art, Promising Applications, Challenges and Future Directions

D Singh, M Särestöniemi, T Myllylä - IEEE Access, 2025 - ieeexplore.ieee.org
The brain is considered one of the central organs constituting complex biological
phenomena that reflect upon the health and well-being of a person. Wearable brain …

Monitoring bone healing: Integrating RF sensing with AI

A Aldelemy, E Adjei, P Siaw, A Al-Dulaimi… - IEEE …, 2024 - ieeexplore.ieee.org
This study presents the development of an advanced machine learning model based on a
two-dimensional (2D) Radio Frequency (RF) sensing framework for refined monitoring of …

An ultra low power spiking neural encoder of microwave signals

C Loyez, F Danneville - Solid-State Electronics, 2024 - Elsevier
In this paper, an original concept is presented in order to perform the spike-based encoding
of a Continuous Wave (CW) microwave signal. It relies upon the use of the so-called Morris …

[PDF][PDF] Fracture Detection in Bone Tissue Models Using H-Slot Shaped Transceiver Resonators.

W Moyo, A Allam, A Tanemasa… - Progress in …, 2024 - jpier.org
In this paper, a novel H-slot resonator of size 30 mm× 20 mm× 1. 56 mm for fracture
detection, backed with a perfect electric conductor (PEC), designed at 2.54 GHz is …

Bone Fracture Detection with CNN: A Deep Learning Approach

S Chauhan - 2024 5th International Conference on Smart …, 2024 - ieeexplore.ieee.org
This work intends to overcome the significant medical challenges, bone fractures, which
necessitates precise and quick diagnosis to guarantee efficient treatment and recovery. This …