MEDICAL FUZZY-EXPERT SYSTEM FOR PREDICTION OF ENGRAFTMENT DEGREE OF DENTAL IMPLANTS IN PATIENTS WITH CHRONIC LIVER DISEASE
Vitaliy Polishchuk
National Pirogov Memorial Medical University (Ukraine)
https://orcid.org/0000-0001-7180-3650
Sergii Pavlov
psv@vntu.edu.uaVinnitsia National Technical University (Ukraine)
https://orcid.org/0000-0002-0051-5560
Sergii Polishchuk
National Pirogov Memorial Medical University (Ukraine)
https://orcid.org/0000-0002-8635-9932
Sergii Shuvalov
National Pirogov Memorial Medical University (Ukraine)
https://orcid.org/0000-0001-5052-680X
Andriy Dalishchuk
National Pirogov Memorial Medical University (Ukraine)
https://orcid.org/0000-0002-5090-6172
Natalia Sachaniuk-Kavets’ka
Vinnytsia National Technical University (Ukraine)
https://orcid.org/0000-0001-6405-1331
Kuralay Mukhsina
Institute of Information and Computing Technologies of the CS MES RK (Kazakhstan)
https://orcid.org/0000-0002-8627-1949
Abilkaiyr Nazerke
Al-Farabi Kazakh National University (Kazakhstan)
https://orcid.org/0000-0003-1603-5577
Abstract
The paper presents an information technology for assessing the degree of engraftment of dental implants in the event of a pathology violation through the use of fuzzy sets, which allows using this method for medical diagnostic tasks. Main scientific results: developed algorithms and mathematical models that formalize the process supporting diagnostic decisions based on fuzzy logic; developed mathematical models of membership functions that formalize the presentation of qualitative and qualitative informational features based on the rules of fuzzy logic, which can be used in information expert systems when assessing the degree of engraftment of dental implants in case of disease with pathological diseases.
Keywords:
medical expert systems, fuzzy logic, patient safety, dental implants, chronic liver pathologyReferences
Abdelhay N., Prasad S., Gibson M. P.: Guided versus non-guided dental implant placement: a systematic review and meta-analysis. BDJ Open. 7(1), 2021, 31.
Google Scholar
Arunyanak S. P. et al.: The effect of factors related to periodontal status toward peri-implantitis. Clin Oral Implants Res. 30(8), 2019, 791–799.
Google Scholar
Atieh M. A. et al.: Interventions for replacing missing teeth: alveolar ridge preservation techniques for dental implant site development. Cochrane Database of Systematic Reviews 4, 2021, CD010176.
Google Scholar
Bertolini M. M. et al.: Does traumatic occlusal forces lead to peri-implant bone loss? A systematic review. Braz Oral Res. 33(suppl 1), 2019, e069.
Google Scholar
Clinical guidelines for the management of pulpal diseases, approved by Decree 15 of the Council of Public Association: Russian Dental Association. 2018.
Google Scholar
Demkovich A. E., Yakymchuk M. M., Sverstyuk A. S.: Etiological risk factors for the occurrence of peri-implantitis. Clinical dentistry 2(31), 2020, 62–69.
Google Scholar
Guo Y. et al.: Influence of marginal bone resorption on two mini implant-retained mandibular overdenture: An in vitro study. J Adv Prosthodont. 13(1), 2021, 55–64.
Google Scholar
Katelyan O. V. et al.: Study of the peripheral blood circulation of an abdominal wall using optoelectronic plethysmograph. W.Wojcik et al. (eds): Information Technology in Medical Diagnostics II. CRC Press, Balkema book, Taylor & Francis Group, London, UK, 2019, 119–125.
Google Scholar
Kozlovska T. I. et al.: Device to determine the level of peripheral blood circulation and saturation. Proc. SPIE 10031, 2016, 100312Z.
Google Scholar
Nizhynska-Astapenko Z. et al.: Information medical fuzzy-expert systemfor the assessment of the diabetic ketoacidosis severity on the base of the blood gases indices. Proc. SPIE 12126, 2021.
Google Scholar
Pavlov S. V. et al.: Analysis of microcirculatory disorders in inflammatory processes in the maxillofacial region on based of optoelectronic methods. Przeglad Elektrotechniczny 93(5), 2017, 114–117.
Google Scholar
Pavlov S. V. et al.: Electro-optical system for the automated selection of dental implants according to their colour matching. Przeglad Elektrotechniczny 93(3), 2017, 121–124.
Google Scholar
Pelekhan B. L., Rozhko M. M.: Bone tissue resorption around intraosseous dental implants in patients with mandible edentulousness. Stomatological Bulletin 121(4), 2023, 55–62.
Google Scholar
Pelekhan B. et al.: Analytical Modeling of the Interaction of a Four Implant-Supported Overdenture with Bone Tissue. Materials 15(7), 2022, 2398.
Google Scholar
Polishchuk S. S., Skyba V. Ya., Davydenko I. S.: Histological changes of bone tissue in the perforation defect site of the rat mandibule when using hepatoprotector in odstructive hepatitis. World of medicine and biology 16(72), 2020, 193–198.
Google Scholar
Polishchuk V. S., Polishchuk S. S.: Peculiarities of the course after the operative course of patients after dental implantation on the background of the pathology of the hepatobilier system. Stomatological Bulletin 120(3), 2022, 51–56.
Google Scholar
Rotshtein A.: Design and Tuning of Fussy IF –THEN Vuly for Medical Didicol Diagnosis. H.-N.L Teodorescu, et al. (eds): Fuzzy and Neuro-Fuzzy Systems in Medicine. CRC-Press, 1998, 235–295.
Google Scholar
Sidor O. V.: The strategy for planning surgical stage dental implantation. Stomatological Bulletin 118(1), 2022, 50–55.
Google Scholar
Semenov Ye. I. et al.: Comparative characteristics of dental defects and the volume of implantological care in the young population of Ukraine. Stomatological Bulletin 119(2), 2022, 60–65.
Google Scholar
Serkova V. K. 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, 2017, 104453O.
Google Scholar
Shkilniak L. et al.: Expert fuzzy systems for evaluation of intensity of reactive edema of soft tissues in patients with diabetes. Informtyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska – IAPGOS, 2022, 3, 59–63.
Google Scholar
Taubayev G. et al.: Machine learning algorithms and classificationof textures. Journal of Theoretical and Applied Information Technologythis 98(23), 2020, 3854–3866.
Google Scholar
Ushenko Yu. A., Sidor M. I., Bodnar G. B.: Mueller-matrix mapping of optically anisotropic fluorophores of biological tissues in the diagnosis of cancer. Quanrum Electron. 44(8), 2014, 785–790.
Google Scholar
Ushenko V. A., Gavrylyak M. S.: Azimuthally invariant Mueller-matrix mapping of biological tissue in differential diagnosis of mechanisms protein molecules networks anisotropy. Proc. SPIE 8812, 2016, 88120Y.
Google Scholar
Vasilevskyi O. et al.: Method of evaluating thelevel of confidence basedon metrological risks for determining the coverage factorin the concept of uncertainty. Proc. SPIE. 10808, 2018, 108082C.
Google Scholar
Vassilenko V. et al.: Automated features analysis of patients with spinal diseases using medical thermal images. Proc. SPIE 11456, 2020, 114560L.
Google Scholar
Wójcik W. et al. (eds): Information Technology in Medical Diagnostics. CRC Press, 2017.
Google Scholar
Wójcik W. et al. (eds): Information Technology in Medical Diagnostics II. Taylor & Francis Group. CRC Press, Balkema Book, London, 2019.
Google Scholar
Wójcik W. et al.: Medical Fuzzy-Expert System for Assessment of the Degree of Anatomical Lesion of Coronary Arteries. Int. J. Environ. Res. Public Health 20(2), 2023, 979 [https://doi.org/10.3390/ijerph20020979].
Google Scholar
Zabolotna N. I. et al.: Diagnostics of pathologically changed birefringent networks by means of phase Mueller matrix tomography. Proc. SPIE 8698, 2013, 86980C.
Google Scholar
Zabolotna N. I. et al.: System of polarization phasometry of polycrystalline blood plasma networks in mammary gland pathology diagnostics. Proc. SPIE 9613, 2015, 961311.
Google Scholar
Authors
Vitaliy PolishchukNational Pirogov Memorial Medical University Ukraine
https://orcid.org/0000-0001-7180-3650
Authors
Sergii Pavlovpsv@vntu.edu.ua
Vinnitsia National Technical University Ukraine
https://orcid.org/0000-0002-0051-5560
Authors
Sergii PolishchukNational Pirogov Memorial Medical University Ukraine
https://orcid.org/0000-0002-8635-9932
Authors
Sergii ShuvalovNational Pirogov Memorial Medical University Ukraine
https://orcid.org/0000-0001-5052-680X
Authors
Andriy DalishchukNational Pirogov Memorial Medical University Ukraine
https://orcid.org/0000-0002-5090-6172
Authors
Natalia Sachaniuk-Kavets’kaVinnytsia National Technical University Ukraine
https://orcid.org/0000-0001-6405-1331
Authors
Kuralay MukhsinaInstitute of Information and Computing Technologies of the CS MES RK Kazakhstan
https://orcid.org/0000-0002-8627-1949
Authors
Abilkaiyr NazerkeAl-Farabi Kazakh National University Kazakhstan
https://orcid.org/0000-0003-1603-5577
Statistics
Abstract views: 145PDF downloads: 129
Most read articles by the same author(s)
- Olga Chaikovska, Oleksandr Ponomarenko, Olexandr Dovgan, Igor Rokunets, Sergii Pavlov, Olena Kryvoviaz, Oleg Vlasenko, CONCEPT AND REALIZATION OF BACKPACK-TYPE SYSTEM FOR MULTICHANNEL ELECTROPHYSIOLOGY IN FREELY BEHAVING RODENTS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 9 No. 4 (2019)
- Vasyl Kukharchuk, Waldemar Wójcik, Sergii Pavlov, Samoil Katsyv, Volodymyr Holodiuk, Oleksandr Reyda, Ainur Kozbakova, Gaukhar Borankulova , FEATURES OF THE ANGULAR SPEED DYNAMIC MEASUREMENTS WITH THE USE OF AN ENCODER , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 3 (2022)
- Liudmyla Shkilniak, Waldemar Wójcik, Sergii Pavlov, Oleg Vlasenko, Tetiana Kanishyna, Irina Khomyuk, Oleh Bezverkhyi, Sofia Dembitska, Orken Mamyrbayev, Aigul Iskakova, EXPERT FUZZY SYSTEMS FOR EVALUATION OF INTENSITY OF REACTIVE EDEMA OF SOFT TISSUES IN PATIENTS WITH DIABETES , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 3 (2022)
- Sergii Pavlov, Yurii Bezsmertnyi, Stanislav Iaremyn, Halyna Bezsmertna, SPATIAL PARAMETERS OF STATOGRAMS IN DIAGNOSING PATHOLOGIES OF THE HUMAN LOCOMOTOR SYSTEM , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 10 No. 3 (2020)
- Nataliia Savina, Olha Romanko, Sergii Pavlov, Volodymyr Lytvynenko, MODERN MANAGEMENT OF NATIONAL COMPETITIVENESS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 9 No. 2 (2019)
- Sergii Pavlov, Yosyp Saldan, Dina Vovkotrub-Lyahovska, Yuliia Saldan, Valentina Vassilenko, Yuliia Yakusheva, INFORMATION TECHNOLOGIES FOR THE ANALYSIS OF THE STRUCTURAL CHANGES IN THE PROCESS OF IDIOPATHIC MACULAR RUPTURE DIAGNOSTICS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 9 No. 2 (2019)
- Ainur Orazayeva , Jamalbek Tussupov, Waldemar Wójcik, Sergii Pavlov, Gulzira Abdikerimova, Liudmyla Savytska, METHODS FOR DETECTING AND SELECTING AREAS ON TEXTURE BIOMEDICAL IMAGES OF BREAST CANCER , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 2 (2022)
- Petro Loboda, Ivan Starovit, Oleksii Shushura, Yevhen Havrylko, Maxim Saveliev, Natalia Sachaniuk-Kavets’ka, Oleksandr Neprytskyi, Dina Oralbekova, Dinara Mussayeva, VENTILATION CONTROL OF THE NEW SAFE CONFINEMENT OF THE CHORNOBYL NUCLEAR POWER PLANT BASED ON NEURO-FUZZY NETWORKS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 13 No. 4 (2023)
- Mariana M. Kovtoniuk, Olena P. Kosovets, Olena M. Soia, Olga Yu. Pinaieva, Vira G. Ovcharuk, Kuralay Mukhsina, MODELING THE DEVELOPMENT PROCESS OF INCLUSIVE EDUCATION IN UKRAINE , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 4 (2022)
- Anatoliy Zinkovskii, Kyrylo Savchenko, Yevheniia Onyshchenko, Leonid Polishchuk, Abilkaiyr Nazerke, Bagashar Zhumazhanov, FINITE ELEMENT MODEL FOR ANALYSIS OF CHARACTERISTICS OF SHROUDED ROTOR BLADE VIBRATIONS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 4 (2022)