15 citations · 38 across the 6 of their papers we have counts for
6 papers
Improving the Efficiency of Oncological Diagnosis of the Breast Based on the Combined Use of Simulation Modeling and Artificial Intelligence Algorithms
Alexander V. Khoperskov, Maxim V. Polyakov
The 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 goal…
Computational modeling to determine the physical characteristics of biological tissues for medical diagnosis
Maxim Polyakov
Timely diagnosis of breast cancer is an important task. This type of breast cancer is one of the most common diseases. The method of microwave radiothermometry is a promising direc…
Simulation tumor growth in heterogeneous medium based on diffusion equation
Maxim V. Polyakov, Valeria V. Ten
In the present article the diffusion equation is used to model the spatio-temporal dynamics of a tumor, taking into account the heterogeneous of the medium. This approach makes it…
Application of computer simulation results and machine learning in analysis of microwave radiothermometry data
Maxim Polyakov, Illarion Popov, Alexander Losev +1
This work was done with the aim of developing the fundamental breast cancer early differential diagnosis foundations based on modeling the space-time temperature distribution using…
Numerical Modeling of the Internal Temperature in the Mammary Gland
M. V. Polyakov, A. V. Khoperskov, T. V. Zamechnic
The microwave thermometry method for the diagnosis of breast cancer is based on an analysis of the internal temperature distribution.This paper is devoted to the construction of a…
Simulation modeling of radiation field in biological tissue of mammary gland
Maxim Polyakov, Alexander Khoperskov, Andrey Svetlov
In this paper we develop a mathematical model of the distribution of microwave electric field in heterogenous biological tissue of mammary gland. We use this model to investigate t…