EXPERT FUZZY SYSTEMS FOR EVALUATION OF INTENSITY OF REACTIVE EDEMA OF SOFT TISSUES IN PATIENTS WITH DIABETES

EKSPERCKIE SYSTEMY ROZMYTE DO OCENY INTENSYWNOŚCI REAKTYWNEGO OBRZĘKU TKANEK MIĘKKICH U PACJENTÓW Z CUKRZYCĄ
Shkilniak L. Wójcik W. Pavlov S. Vlasenko O. Kanishyna T. Khomyuk I. Bezverkhyi O. Dembitska S. Mamyrbayev O. Iskakova A.
2022 Politechnika Lubelska

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Srodowiska
2022 #12 Issue 3 59 - 63 pp.

The paper analyzes the main areas of application of mathematical methods in medical diagnostics, formulates principles of diagnostics based on fuzzy logic; developed mathematical models and algorithms that formalize the process of making diagnostic decisions based on fuzzy logic with quantitative and qualitative parameters of the patients condition; developed mathematical models of membership function. Mathematical models and algorithms have been developed that formalize the process of making diagnostic decisions based on fuzzy logic with quantitative and qualitative parameters of the patients condition; developed mathematical models of membership functions, formalizing the representation of quantitative and qualitative parameters of the patients condition in the form of fuzzy sets, used in models and algorithms for diagnosis and finding a diagnosis of assessing the intensity of reactive postoperative edema in patients of all study groups. An expert system was implemented for solving the problems of medical diagnosis based on fuzzy logic when assessing the intensity of reactive swelling of soft tissues, which develops in the postoperative period in patients of all study groups against the background of diabetes. The paper analyzes the main areas of application of mathematical methods in medical diagnostics, formulates the principles of diagnostics based on fuzzy logic.

control , dentistry , diabetes , information expert system , medical diagnostics , method of fuzzy sets

Text of the article Перейти на текст статьи

National Pirogov Memorial Medical University, Vinnytsya, Ukraine
Lublin University of Technology, Lublin, Poland
Vinnytsia National Technical University, Vinnytsia, Ukraine
Vinnitsa State Pedagogical University named after M. Kotsiubynskyi, Vinnytsia, Ukraine
Al Farabi Kazakh National University, Institute of Information and Computer Technologies, Almaty, Kazakhstan
Kazakh National Research Technical University, Almaty, Kazakhstan

National Pirogov Memorial Medical University
Lublin University of Technology
Vinnytsia National Technical University
Vinnitsa State Pedagogical University named after M. Kotsiubynskyi
Al Farabi Kazakh National University
Kazakh National Research Technical University

10 лет помогаем публиковать статьи Международный издатель

Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026