Остання редакція: 2022-06-30
Анотація
Main directions of the application of the mathematical methods in medical diagnosis are analyzed, their drawbacks are evaluated , principles of diagnosis, based on fuzzy logic are formulated. Mathematical models and algorithms, formalizing the process of diagnostic decisions making on the base of fuzzy logic at quantitative and qualitative parameters of the patient state are developed; mathematical models of the membership functions, formalizing the presentation of quantitative and qualitative parameters of the patients state in the form of the fuzzy sets, used in the models and algorithms of diagnosis and determining the diagnosis in case of diabetic ketoacidosis are developed.
Aim of the study is realization of the computer-based expert system for the solution of the problems, dealing with medical diagnosis on the base of fuzzy logic in case of Diabetic Ketoacidosis.
Ключові слова
Посилання
- Khan, Vinshi, et al. "Incidence, Predictors and Outcomes of Cerebral Edema Among Patients With Diabetic Ketoacidosis (DKA) From Nationwide Inpatient Sample (NIS) 2002-2015: 2725." American Journal of Gastroenterology 113 (2018): S1519.
- Rotshtein A. Design and Tuning of Fussy IF – THEN Vuly for Medical Didicol Diagnosis. In Fuzzy and Neuro-Fuzzy Systems in Medicine (Eds: N. Teodovescu, A. Kandel, I. Lain.). – USA. CRC-Press, 1998, pp. 235–295.
- Valentina K. Serkova, Sergey V. Pavlov, Valentina A. Romanava, et al. Medical expert system for assessment of coronary heart disease destabilization based on the analysis of the level of soluble vascular adhesion molecules // Proc. SPIE 10445, Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2017, 104453O; doi: 10.1117/12.2280984.
- Khan, Vinshi, et al. "Incidence, Predictors and Outcomes of Cerebral Edema Among Patients With Diabetic Ketoacidosis (DKA) From Nationwide Inpatient Sample (NIS) 2002-2015: 2725." American Journal of Gastroenterology 113 (2018): S1519.
- Desai, Dimpi, et al. "Health care utilization and burden of diabetic ketoacidosis in the US over the past decade: a nationwide analysis." Diabetes Care 41.8 (2018): 1631-1638.
- Nyenwe, Ebenezer A., and Abbas E. Kitabchi. "The evolution of diabetic ketoacidosis: an update of its etiology, pathogenesis and management." Metabolism 65.4 (2016): 507-521.
- Pavlov V.S. . Information Technology in Medical Diagnostics II // Wójcik, W., Pavlov, S., Kalimoldayev, M. (2019). London: Taylor & Francis Group, CRC Press, Balkema book. – 336.
- Zorina Nizhynska-Astapenko, Sergiy Pavlov, Oleg Vlasenko, Waldemar Wojcik, Maryna Vlasenko, Olga Chaikovska, Volodymyr Pavlov, Ainur Orazayeva, Katerina Shevchuk, and Tetiana Vuzh "Information medical fuzzy-expert system for the assessment of the diabetic ketoacidosis severity on the base of the blood gases indices", Proc. SPIE 12126, Fifteenth International Conference on Correlation Optics, 1212626 (20 December 2021); https://doi.org/10.1117/12.2616675
- Khomyuk I. IN. Use of the technology of mixed training in higher mathematics classes in technical FAQ / I. IN. Khach, S. A. Kyrylashchuk, V.V.Hom’yuk // Naukov notes of Vinnytsia State Pedagogical University named after Mykhailo Kotsyubynsky. Series: Pedagogy and psychology, 2020. – No. 64 . – P. 21-28