Kateryna Nikulina

Publication Activity (10 Years)

Years Active: 2022-2022
Publications (10 Years): 1

Top Topics

Data Processing

Statistical Methods

Hospital Information Systems

Top Venues

Frontiers Big Data

Publications

Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert
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. Frontiers Big Data 5 (2022)