Kateryna Nikulina

According to our database, Kateryna Nikulina authored at least 3 papers between 2022 and 2026.

Collaborative distances:

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

2026

Ensuring Safety in Automated Mechanical Ventilation through Offline Reinforcement Learning and Digital Twin Verification.

Hang Yu, Huidong Liu, Qingchen Zhang, William Joy, Kateryna Nikulina, Andreas A. Schuppert, Sina Saffaran, Declan Bates

CoRR, March, 2026

2025

GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction.

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

BMC Medical Informatics Decis. Mak., December, 2025

2022

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.

Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

Frontiers Big Data, 2022