Konstantin Sharafutdinov

According to our database, Konstantin Sharafutdinov authored at least 3 papers between 2022 and 2023.

Collaborative distances:

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

2023

Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data.

Richard Polzin, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Gernot Marx, Andreas Schuppert

SoftwareX, July, 2023

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

Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS).

Chadi Barakat, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, G. Ingólfsson, Andreas Schuppert, Sigurður Brynjólfsson, Morris Riedel

Proceedings of the 45th Jubilee International Convention on Information, 2022