| 2024 | FNC | An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing. | Ivan Izonin, Roman Tkachenko, Myroslav Havryliuk, Michal Gregus, Pavlo Yendyk, Yaroslav Tolstyak |
| 2024 | IDDM | Artificial Intelligence in Medicine: Small Data Approach. | Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stphane Chrtien |
| 2023 | IDDM | Investigation of PNN Optimization Methods to Improve Classification Performance in Transplantation Medicine. | Myroslav Havryliuk, Nazarii Hovdysh, Yaroslav Tolstyak, Valentyna Chopyak, Natalya Kustra |
| 2023 | IDDM | A Hybrid Two-ML-based Classifier to Predict the Survival of Kidney Transplants One Month after Transplantation. | Ivan Izonin, Yaroslav Tolstyak, Veronika Kachmar, Roman Tkachenko, Mariya Rashkevych, Valentyna Chopyak |
| 2022 | IDDM | An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model. | Yaroslav Tolstyak, Myroslav Havryliuk |