| 2021 | Machine learning Techniques to Predict Overweight or Obesity. | Elias Rodrguez, Elen Rodrguez, Luiz Nascimento, Aneirson Francisco da Silva, Fernando Augusto Silva Marins |
| 2021 | Complex Automatic Evaluation of the Medical Images of the Paranasal Sinuses. | Radiy Radutny, Alina S. Nechyporenko, Victoriia Alekseeva, Nadiia Yurevych, Andrii Lupyr, Vitaliy Gargin |
| 2021 | ECG Analysis based on Word2Vec Model. | Yurii Oliinyk, Andrii Tereschenko, Igor Baklan, Elisa Beraudo |
| 2021 | Electrical Probe-Signal Processing and Criterion for the Determination of Time Parameters of the Teeth Filling Material Polymerization Process in Dentistry. | Vyacheslav Nykytyuk, Vasyl Dozorskyy, Nataliia Kunanets, Volodymyr Pasichnyk, Oleksandr Matsiuk, Ihor Bodnarchuk |
| 2021 | Mathematical Modelling of an Epidemic Based on Covid-19 Spread Functions. | Kateryna Molodetska, Yuriy Tymonin |
| 2021 | Seizure Prediction using Two-Dimensional Discrete Wavelet Transform and Convolution Neural Networks. | Gehan Mohamed, Hassan Eldib, Maha Sharkas |
| 2021 | Classification of X-Ray Images of the Chest Using Convolutional Neural Networks. | Lesia I. Mochurad, Andrii Dereviannyi, Uliana Antoniv |
| 2021 | Model of the Monitoring Process for Early Diagnosis of Patients' Health. | Karina Melnyk, Natalia Borysova, Pavel Smolin, Iryna Dehtiarova, Iuliia Gasan, Alla Voida |
| 2021 | The Application of Sequential Pattern Mining Techniques on MIMIC-IV. | Cecilia Mariciuc, Madalina Raschip |
| 2021 | Simulation of Cyclic Signals (Generalized Approach). | Serhii Lupenko, Iaroslav Lytvynenko, Volodymyr Hotovych |
| 2021 | Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. | Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko |
| 2021 | Biological Data Mining and Its Applications in Pulmonology. | Oleksandr Komlevoi, Nataliia O. Komleva, Vira Liubchenko, Svitlana Zinovatna |
| 2021 | Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks. | Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk |
| 2021 | Method of Developing the Defect-Free Medical Software by Establishing the Presence of Residual Defects. | Tetiana Hovorushchenko, Peter T. Popov |
| 2021 | Theoretical and Applied Principles of Information Technology for Supporting Medical Decision-Making Taking into Account the Legal Basis. | Tetiana Hovorushchenko, Yelyzaveta Hnatchuk, Alla Herts, Artem Moskalenko, Vitaliy Osyadlyi |
| 2021 | Method of Intelligent Diagnosis of Covid-19 Based on a Neural Network of Generalized Bell-Shaped Functions and Fuzzy Logic. | Eugene Fedorov, Jihed Draouil, Kostiantyn Rudakov, Hamza Alrababah, Tetyana Utkina, Ihor Zubko |
| 2021 | Using an Ontological Approach for Improvement of the Interval Model in the Problem of the Recurrent Laryngeal Nerve Identification During Thyroid Surgery. | Mykola Dyvak, Andriy Melnyk, Miroslav Kopnick, Libor Dostlek, Igor Krytskyi, Andriy Dyvak |
| 2021 | Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. | Nataliya Boyko, Iryna Dosiak |
| 2021 | Modification of Infection Disease Model to Take into account Diffusion Perturbation in the Conditions of Temperature Reaction of the Organism. | Andriy Bomba, Sergii Baranovsky, Oksana Blavatska, Larysa Bachyshyna |
| 2021 | Generalized Neo-Fuzzy-Neuron with Membership Functions of Special Type in Medical Diagnostics. | Yevgeniy V. Bodyanskiy, Olha Chala |
| 2021 | Automatic Segmentation of Immunohistochemical Images based on U-NET Architectures. | Oleh Berezsky, Oleh Pitsun, Bohdan Derysh, Tamara Datsko, Kateryna Berezska, Nadiya Savka |
| 2021 | Modules for Mental and Physical Health States Analysis based on User Text Input. | Artem Bashtovyi, Andriy Fechan, Vitaliy Yakovyna |
| 2021 | Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections. | Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych |
| 2020 | Mathematical Model Building for COVID-19 Diseases Data in European Countries. | Maksym Zaliskyi, Roman Odarchenko, Yuliia Petrova, Maksim Iavich, Irakli Pirtskhalava |
| 2020 | Specification of Information Technology for Non Invasive Prediction and Correction of Functional State of Human in Complex Conditions. | Bohdan Yavorskyy, Myhaylo Bachynskyi |