Table of Contents

• Generalized Neo-Fuzzy-Neuron with Membership Functions of Special Type in Medical DiagnosticsYevgeniy Bodyanskiy, Olha Chala. 1-10 [doi]
• Method of Developing the Defect-Free Medical Software by Establishing the Presence of Residual DefectsTetiana Hovorushchenko, Peter Popov. 11-21 [doi]
• Automatic Segmentation of Immunohistochemical Images based on U-NET ArchitecturesOleh Berezsky, Oleh Pitsun, Bohdan Derysh, Tamara Datsko, Kateryna Berezka, Nadiya Savka. 22-33 [doi]
• Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics TasksSerhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko. 34-43 [doi]
• Biological Data Mining and Its Applications in PulmonologyOleksandr Komlevoi, Nataliia Komleva, Vira Liubchenko, Svitlana Zinovatna. 44-53 [doi]
• Electrical Probe-Signal Processing and Criterion for the Determination of Time Parameters of the Teeth Filling Material Polymerization Process in DentistryVyacheslav Nykytyuk, Vasyl Dozorskyy, Nataliia Kunanets, Volodymyr Pasichnyk, Oleksandr Matsiuk, Ihor Bodnarchuk. 54-63 [doi]
• Method of Intelligent Diagnosis of Covid-19 Based on a Neural Network of Generalized Bell-Shaped Functions and Fuzzy LogicEugene Fedorov, Jihed Draouil, Kostiantyn Rudakov, Hamza Alrababah, Tetyana Utkina, Ihor Zubko. 64-76 [doi]
• Mathematical Modelling of an Epidemic Based on Covid-19 Spread FunctionsKateryna Molodetska, Yuriy Tymonin. 77-85 [doi]
• Simulation of Cyclic Signals (Generalized Approach)Serhii Lupenko, Iaroslav Lytvynenko, Volodymyr Hotovych. 86-92 [doi]
• Modification of Infection Disease Model to Take into account Diffusion Perturbation in the Conditions of Temperature Reaction of the OrganismAndriy Bomba, Sergii Baranovsky, Oksana Blavatska, Larysa Bachyshyna. 93-99 [doi]
• Seizure Prediction using Two-Dimensional Discrete Wavelet Transform and Convolution Neural NetworksGehan Mohamed, Hassan Eldib, Maha Sharkas. 100-108 [doi]
• Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent InfectionsVil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych. 109-115 [doi]
• Deep Learning Approaches for COVID - 19 DiagnosisChetan Sagarnal, Shridhar B. Devamane, Ravi Hosamani, Trupthi Rao. 116-126 [doi]
• Hybrid Expert System for Collaborative Decision-Making in Transportation Services of Healthcare NeedsTetiana Shmelova, Oleksandr Sechko. 127-135 [doi]
• The Application of Sequential Pattern Mining Techniques on MIMIC-IVCecilia Mariciuc, Madalina Raschip. 136-149 [doi]
• Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data ExtractionLyudmyla Yasinska-Damri, Igor Liakh, Sergii Babichev, Bohdan Durnyak. 150-160 [doi]
• New Application of Blood Pressure Monitor with Software Environment Oranta-AO based on Arterial Oscillography MethodsDmytro Vakulenko, Hryhoriy Zaspa, Sergiy Lupenko. 161-171 [doi]
• Theoretical and Applied Principles of Information Technology for Supporting Medical Decision-Making Taking into Account the Legal BasisTetiana Hovorushchenko, Yelyzaveta Hnatchuk, Alla Herts, Artem Moskalenko, Vitaliy Osyadlyi. 172-181 [doi]
• Complex Automatic Evaluation of the Medical Images of the Paranasal SinusesRadiy Radutny, Alina S. Nechyporenko, Victoriia Alekseeva, Nadiia Yurevych, Andrii Lupyr, Vitaliy Gargin. 182-189 [doi]
• Machine learning Techniques to Predict Overweight or ObesityElias Rodríguez, Elen Rodríguez, Luiz Nascimento, Aneirson da Silva, Fernando Marins. 190-204 [doi]
• Modeling of Heat Transfer and Deformation Processes in Biomaterials with Fractal StructureVolodymyr Shymanskyi, Yaroslav Sokolovskyy, Olha Mokrytska, Iryna Boretska, Oleksiy Sinkevych, Volodymyr Kryshtapovych. 205-212 [doi]
• ECG Analysis based on Word2Vec ModelYurii Oliinyk, Andrii Tereschenko, Igor Baklan, Elisa Beraudo. 213-222 [doi]
• Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics TasksIvan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk. 223-232 [doi]
• Analysis of Machine Learning Algorithms for Classification and Prediction of Heart DiseaseNataliya Boyko, Iryna Dosiak. 233-249 [doi]
• Model of the Monitoring Process for Early Diagnosis of Patients' HealthKarina Melnyk, Natalia Borysova, Pavel Smolin, Iryna Dehtiarova, Iuliia Gasan, Alla Voida. 250-259 [doi]
• ROC Analysis of the Outcome Predictive Markers for Multiple Trauma Patients during Early Posttraumatic PeriodMyroslav Stupnytskyi, Viktor Zhukov, Tatyana Gorbach, Oleksii Biletskii, Hakan Kutucu. 260-268 [doi]
• Classification of X-Ray Images of the Chest Using Convolutional Neural NetworksLesia Mochurad, Andrii Dereviannyi, Uliana Antoniv. 269-282 [doi]
• Visualization of the Epidemics Forecasting ResultsNatalya Shakhovska, Ihor Darmoriz, Yaroslav Vyklyuk, Yurii Kryvenchuk, Pavlo Pukach. 283-292 [doi]
• Modules for Mental and Physical Health States Analysis based on User Text InputArtem Bashtovyi, Andriy Fechan, Vitaliy Yakovyna. 293-301 [doi]
• Modern Approaches to the Applying of Mathematical Methods in the Analysis of the Transport Direction of Follicular ThyrocytesOlha Ryabukha, Ivanna Dronyuk. 302-316 [doi]
• Using an Ontological Approach for Improvement of the Interval Model in the Problem of the Recurrent Laryngeal Nerve Identification During Thyroid SurgeryMykola Dyvak, Andriy Melnyk, Miroslav Kopnický, Libor Dostálek, Igor Krytskyi, Andriy Dyvak. 317-322 [doi]