Yaroslav Tolstyak

According to our database, Yaroslav Tolstyak authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Artificial Intelligence in Medicine: Small Data Approach.

Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stéphane Chrétien

Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, 2024

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

Proceedings of the 19th International Conference on Future Networks and Communications / 21st International Conference on Mobile Systems and Pervasive Computing / 14th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2024), 2024

2023

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

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Investigation of PNN Optimization Methods to Improve Classification Performance in Transplantation Medicine.

Myroslav Havryliuk, Nazarii Hovdysh, Yaroslav Tolstyak, Valentyna Chopyak, Natalya Kustra

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022

An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model.

Yaroslav Tolstyak, Myroslav Havryliuk

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022