Passive microwave radiometry in biomedical studies

I Goryanin, S Karbainov, O Shevelev, A Tarakanov… - Drug Discovery …, 2020 - Elsevier
Highlights•Passive medical microwave radiometry is a method of measuring the intensity of
intrinsic emission from biological objects in the range 1–10 GHz.•It gives opportunity to use …

Applications of microwaves in medicine leveraging artificial intelligence: Future perspectives

K Gopalakrishnan, A Adhikari, N Pallipamu, M Singh… - Electronics, 2023 - mdpi.com
Microwaves are non-ionizing electromagnetic radiation with waves of electrical and
magnetic energy transmitted at different frequencies. They are widely used in various …

[HTML][HTML] Passive microwave radiometry for the diagnosis of coronavirus disease 2019 lung complications in Kyrgyzstan

B Osmonov, L Ovchinnikov, C Galazis, B Emilov… - Diagnostics, 2021 - mdpi.com
The global spread of severe acute respiratory syndrome coronavirus 2, which causes
coronavirus disease 2019 (COVID-19), could be due to limited access to diagnostic tests …

[HTML][HTML] Dynamic weight agnostic neural networks and medical microwave radiometry (MWR) for breast cancer diagnostics

J Li, C Galazis, L Popov, L Ovchinnikov, T Kharybina… - Diagnostics, 2022 - mdpi.com
Background and Objective: Medical microwave radiometry (MWR) is used to capture the
thermal properties of internal tissues and has usages in breast cancer detection. Our goal in …

[HTML][HTML] Measurement and 3D visualization of the human internal heat field by means of microwave radiometry

IA Sidorov, AG Gudkov, VY Leushin, EN Gorlacheva… - Sensors, 2021 - mdpi.com
The possibility of non-invasive determination of the depth of the location and temperature of
a cancer tumor in the human body by multi-frequency three-dimensional (3D) …

Research of a microwave radiometer for monitoring of internal temperature of biological tissues

S Vesnin, M Sedankin, L Ovchinnikov… - Восточно …, 2019 - irbis-nbuv.gov.ua
Currently, there is a growing interest among specialists to the use of non-invasive no-dose
methods for diagnosis and monitoring of treatment of various diseases. Such methods, in …

[HTML][HTML] Improving the efficiency of oncological diagnosis of the breast based on the combined use of simulation modeling and artificial intelligence algorithms

AV Khoperskov, MV Polyakov - Algorithms, 2022 - mdpi.com
This work includes a brief overview of the applications of the powerful and easy-to-perform
method of microwave radiometry (MWR) for the diagnosis of various diseases. The main …

Multi-tiered self-contrastive learning for medical microwave radiometry (mwr) breast cancer detection

C Galazis, H Wu, I Goryanin - arxiv preprint arxiv:2410.04636, 2024 - arxiv.org
The pursuit of enhanced breast cancer detection and monitoring techniques is a paramount
healthcare objective, driving the need for innovative imaging technologies and diagnostic …

Application of data mining and machine learning in microwave radiometry (MWR)

V Levshinskii, C Galazis, L Ovchinnikov… - … Joint Conference on …, 2019 - Springer
Microwave radiometry has seen its way in successful usage in medical applications. The
focus here is its applicability in cancer detection and monitoring, specifically for breast …

Neural networks in diagnosis of breast cancer

AG Losev, DA Medevedev, AV Svetlov - " Smart Technologies" for Society …, 2021 - Springer
Purpose: The paper is devoted to a creation of mathematical model of an artificial neural
network for detection of breast cancer based on microwave radiothermometry and …