| 2021 | Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. Nataliya Boyko, Iryna Dosiak |
| 2021 | Automatic Segmentation of Immunohistochemical Images based on U-NET Architectures. Oleh Berezsky, Oleh Pitsun, Bohdan Derysh, Tamara Datsko, Kateryna Berezska, Nadiya Savka |
| 2021 | Biological Data Mining and Its Applications in Pulmonology. Oleksandr Komlevoi, Nataliia O. Komleva, Vira Liubchenko, Svitlana Zinovatna |
| 2021 | Classification of X-Ray Images of the Chest Using Convolutional Neural Networks. Lesia I. Mochurad, Andrii Dereviannyi, Uliana Antoniv |
| 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 | Deep Learning Approaches for COVID - 19 Diagnosis. Chetan Sagarnal, Shridhar B. Devamane, Ravi Hosamani, Trupthi Rao |
| 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 | Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data Extraction. Lyudmyla Yasinska-Damri, Igor Liakh, Sergii Babichev, Bohdan Durnyak |
| 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 | Generalized Neo-Fuzzy-Neuron with Membership Functions of Special Type in Medical Diagnostics. Yevgeniy V. Bodyanskiy, Olha Chala |
| 2021 | Hybrid Expert System for Collaborative Decision-Making in Transportation Services of Healthcare Needs. Tetiana Shmelova, Oleksandr Sechko |
| 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 | Machine learning Techniques to Predict Overweight or Obesity. Elias Rodríguez, Elen Rodríguez, Luiz Nascimento, Aneirson Francisco da Silva, Fernando Augusto Silva Marins |
| 2021 | Mathematical Modelling of an Epidemic Based on Covid-19 Spread Functions. Kateryna Molodetska, Yuriy Tymonin |
| 2021 | Method of Developing the Defect-Free Medical Software by Establishing the Presence of Residual Defects. Tetiana Hovorushchenko, Peter T. Popov |
| 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 | Model of the Monitoring Process for Early Diagnosis of Patients' Health. Karina Melnyk, Natalia Borysova, Pavel Smolin, Iryna Dehtiarova, Iuliia Gasan, Alla Voida |
| 2021 | Modeling of Heat Transfer and Deformation Processes in Biomaterials with Fractal Structure. Volodymyr Shymanskyi, Yaroslav Sokolovskyy, Olha Mokrytska, Iryna Boretska, Oleksiy Sinkevych, Volodymyr Kryshtapovych |
| 2021 | Modern Approaches to the Applying of Mathematical Methods in the Analysis of the Transport Direction of Follicular Thyrocytes. Olha Ryabukha, Ivanna Dronyuk |
| 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 | Modules for Mental and Physical Health States Analysis based on User Text Input. Artem Bashtovyi, Andriy Fechan, Vitaliy Yakovyna |
| 2021 | New Application of Blood Pressure Monitor with Software Environment Oranta-AO based on Arterial Oscillography Methods. Dmytro Vakulenko, Hryhoriy Zaspa, Sergiy Lupenko |
| 2021 | Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19 - 21, 2021. Nataliya Shakhovska, Addisson Salazar, Ivan Izonin, Jaime Campos |
| 2021 | ROC Analysis of the Outcome Predictive Markers for Multiple Trauma Patients during Early Posttraumatic Period. Myroslav Stupnytskyi, Viktor Zhukov, Tatyana Gorbach, Oleksii Biletskii, Hakan Kutucu |
| 2021 | Seizure Prediction using Two-Dimensional Discrete Wavelet Transform and Convolution Neural Networks. Gehan Mohamed, Hassan Eldib, Maha Sharkas |
| 2021 | Simulation of Cyclic Signals (Generalized Approach). Serhii Lupenko, Iaroslav Lytvynenko, Volodymyr Hotovych |
| 2021 | The Application of Sequential Pattern Mining Techniques on MIMIC-IV. Cecilia Mariciuc, Madalina Raschip |
| 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 | Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections. Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych |
| 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 Kopnický, Libor Dostálek, Igor Krytskyi, Andriy Dyvak |
| 2021 | Visualization of the Epidemics Forecasting Results. Natalya Shakhovska, Ihor Darmoriz, Yaroslav Vyklyuk, Yurii Kryvenchuk, Pavlo Pukach |