Konstantin Sharafutdinov

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 2

Top Topics

Data Processing

Machine Learning Models

Top Venues

Frontiers Big Data

Publications

Richard Polzin, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Gernot Marx, Andreas Schuppert
Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data. SoftwareX 23 (2023)
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)