An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model. - Yaroslav Tolstyak; Myroslav Havryliuk (IDDM, 2022)

Investigation of PNN Optimization Methods to Improve Classification Performance in Transplantation Medicine. - Myroslav Havryliuk; Nazarii Hovdysh; Yaroslav Tolstyak; Valentyna Chopyak; Natalya Kustra (IDDM, 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 (IDDM, 2023)

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 (FNC/MobiSPC/SEIT, 2024)

Artificial Intelligence in Medicine: Small Data Approach. - Ivan Izonin; Roman Tkachenko; Iryna Pliss; Yaroslav Tolstyak; Kyrylo Yemets; Olha Chala; Myroslav Havryliuk; Stéphane Chrétien (IDDM, 2024)