Biotechnical system of differential diagnostics of serous and purulent pyelonephritis in pregnant women based on fuzzy logic for decision-making

M Ilyash, NA Korenevskiy, SP Seregin… - Critical Reviews™ in …, 2021 - dl.begellhouse.com
Urologists and nephrologists attribute pyelonephritis of pregnant women to the category of
complicated upper urinary tract infections that threaten the development of a severe purulent …

Differential diagnosis of pancreatic cancer and chronic pancreatitis according to endoscopic ultrasonography based on the analysis of the nature of the contours of …

NA Korenevskiy, VA Belozerov… - Critical Reviews™ in …, 2023 - dl.begellhouse.com
One of the key echographic signs of focal pathology of the pancreas is the presence of
formation contours and their nature. Endoscopic ultrasonography has a unique ability to …

Developing neural network model for predicting cardiac and cardiovascular health using bioelectrical signal processing

S Filist, RT Al-Kasasbeh, O Shatalova… - Computer methods in …, 2022 - Taylor & Francis
Coronary vascular disease (CHD) is one of the most fatal diseases worldwide. Cardio
vascular diseases are not easily diagnosed in early disease stages. Early diagnosis is …

Application of fuzzy neural network model and current-voltage analysis of biologically active points for prediction post-surgery risks

O Shatalova, S Filist, N Korenevskiy… - Computer methods in …, 2021 - Taylor & Francis
The work investigates neural network model for prediction of post-surgical treatment risks.
The descriptors of the risk classifiers are formed on the basis of the analysis of the current …

Developing a biotechnical scheme using fuzzy logic model for classification of severity of pyelonephritis

N Korenevskiy, SS Petrovich… - … Journal of Medical …, 2023 - inderscienceonline.com
The aim of the work is to develop fuzzy logic model to process health data involving
oxidative indicators in patients with pyelonephritis to predict the severity level of …

Hybrid neural networks with virtual flows in in medical risk classifiers

K Khatatneh, S Filist, RT Al-Kasasbeh… - Journal of Intelligent …, 2022 - content.iospress.com
Modern medical risk classification systems focus on traditional risk factors and modeling
methods. The available modeling tools do not allow reliable prediction of the of disease …

Biotechnical system based on fuzzy logic prediction for surgical risk classification using analysis of current-voltage characteristics of acupuncture points

S Filist, RT Al-Kasasbeh, O Shatalova… - Journal of integrative …, 2022 - Elsevier
Objective This study aimed to develop expert fuzzy logic model to assist physicians in the
prediction of postoperative complications of prostatic hyperplasia before surgery. Methods A …

Managing infectious and inflammatory complications in closed kidney injuries on the basis of fuzzy models

N Korenevskiy, SS Petrovich… - … Journal of Medical …, 2023 - inderscienceonline.com
The aim of this work is to reduce the time and cost of forecasting, preventing and treating
patients with infectious complications with kidney injuries. The study is based on the results …

Biotechnical neural network system for predicting cardiovascular health state using processing of bio-signals

S Filist, RT Al-Kasasbeh… - … Journal of Medical …, 2024 - inderscienceonline.com
In this study, for the early diagnosis of cardiovascular diseases, a multimodal classifier is
built, in which three groups of heterogeneous data are used. The data is classified by …

Developing hybrid fuzzy model for predicting severity of end organ damage of the anatomical zones of the lower extremities

NA Korenevskiy, AV Bykov… - … Journal of Medical …, 2022 - inderscienceonline.com
Treatment of ischemic disease of the lower extremities is challenged by uncertainty and
complex correlations among factors. Also, early detection and treatment have a valuable …