Table of Contents

• Trustworthy AI in Medicine and Healthcare - abstractAnastasiya Doroshenko. [doi]
• preface [doi]
• Simple Neuro-Fuzzy System with Combined Learning for Pattern Recognition under Conditions of Short Training Set in Medical Diagnostics TasksYevgeniy V. Bodyanskiy, Olha Chala, Ivan Izonin, Sergiy Popov. 1-8 [doi]
• Human-in-the-Loop Approach Based on MRI and ECG for Healthcare DiagnosisPavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak. 9-20 [doi]
• Appraisal of Artificial Intelligence for Fall Prevention & Fall Risk AssessmentJaime Campos. 21-34 [doi]
• Modeling of Small Data with Unsupervised Generative Ensemble LearningSerge Dolgikh. 35-43 [doi]
• The Structure of the Blockchain-Based Multi-Agent System for Secure Management of Medical InformationTetiana Hovorushchenko, Vitaliy Osyadlyi, Peter Popov, Tetiana Kysil. 44-55 [doi]
• Evaluating Autonomous-Energy-Harvesting Device Lifetime for the Internet of Medical Things with a Petri Net Formulation Considering Battery SoHNourredine Oukas, Abderrezak Djouabri, Menouar Boulif. 56-68 [doi]
• Application Of MLOps Practices For Biomedical Image ClassificationOleh Berezsky, Oleh Pitsun, Grygory Melnyk, Yuriy Batko, Bohdan Derysh, Petro Liashchynskyi. 69-77 [doi]
• Impact of Russian War on COVID-19 Dynamics in Germany: the Simulation Study by Statistical Machine LearningDmytro Chumachenko, Alina S. Nechyporenko, Marcus Frohme. 78-85 [doi]
• A Data-Driven Approach for Neonatal Mortality Rate ForecastingElen Rodríguez, Elias Rodríguez, Luiz Nascimento, Aneirson Francisco da Silva, Fernando Augusto Silva Marins. 86-98 [doi]
• Interval Non-linear Model of Information Signal Characteristics Distribution for Detection of Recurrent Laryngeal Nerve during Thyroid SurgeryMykola Dyvak, Volodymyr Manzhula, Yulia Trufanova. 99-107 [doi]
• Automatic Creation of Masks for Marking Histological Images of the Epithelium of the Paranasal SinusesAlina S. Nechyporenko, Yevhen Hubarenko, Maryna Hubarenko, Violeta Kalnytska, Victoriia Alekseeva, Vitaliy Gargin. 108-119 [doi]
• Modelling the Biostimulation Effect on the Development of an Infectious Disease in View of Diffusion Perturbations and the Organism's Temperature ResponseSergii Baranovsky, Andrii Bomba, Oksana Pryshchepa. 120-127 [doi]
• Implementation of Uncertainty Calculation Elicited from Paranasal Sinuses Bones' Structural Parameters for Various Approaches to Treat Recurrent PoliposusViktor Reshetnik, Vadym Zherebkin, Galyna Semko, Andrii Lupyr, Victoriia Alekseeva, Rozana Nazaryan. 128-134 [doi]
• Comparison of Deep Neural Network Learning Algorithms for Biomedical Image ProcessingOleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Pavlo Liashchynskyi, Mykola Berezkyy. 135-145 [doi]
• The Intelligent Diagnosis Method of Covid-19 Based on the Lenet-Vit Deep Neural NetworkEugene Fedorov, Tetyana Utkina, Maryna Leshchenko, Olga Nechyporenko, Kostiantyn Rudakov. 146-159 [doi]
• Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray imagesMamar Khaled, Djamel Gaceb, Fayçal Touazi, Ahmed Otsmane, Farouk Boutoutaou. 160-173 [doi]
• Mathematical Models of Epidemic Dynamics to Simulate the Distribution of COVID-19Yuriy Tymonin, Kateryna Molodetska. 174-183 [doi]
• Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional ScalingIevgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko. 184-191 [doi]
• Predictability of Kidney Dialysis SurvivabilityArvinte Rares, Diana Trandabat. 192-201 [doi]
• Decision-Making Support for Necessity/Optionality/Contraindication of Vaccination against COVID-19 Considering Legal NormsYelyzaveta Hnatchuk, Tetiana Hovorushchenko, Andrii Misiats, Alla Herts, Artem Boyarchuk. 202-213 [doi]
• ECG Analysis Software Library based on NLP and ML MethodsYurii Oliinyk, Mykhailo Yazenok, Oleksandr Ocheretianyi, Igor Baklan, Kateryna Lishchuk, Elisa Beraudo. 214-226 [doi]
• Solving the Problem of Antibody Grouping based on Crossinhibition Index using Hierarchical Clustering MethodsOleksandr Zelinskyi, Vitaliy Horlatch, Yuri Lebedin, Yaryna Paslavska. 227-235 [doi]
• A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet TransformOlena Pavliuk, Myroslav Mishchuk. 236-245 [doi]
• Multimodal Approaches for Natural Language Processing in Medical DataOleh Basystiuk, Nataliia Melnykova. 246-252 [doi]
• DeepAdversaryDefense: A Deep Model to Identify and Prevent Adversarial Attacks against Medical Speech RecognitionKirtee Panwar, Akansha Singh, Krishna Kant Singh. 253-259 [doi]
• An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards ModelYaroslav Tolstyak, Myroslav Havryliuk. 260-265 [doi]
• MEdOps - Medical Education with Emphasis on RoboticsRoman Hasko, Oleksandra Hasko, Christine Strauss, Stefania Vyshnevska. 266-271 [doi]