Sebastian Johannes Fritsch

According to our database, Sebastian Johannes Fritsch authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

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

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC.

Morris Riedel, Chadi Barakat, Sebastian Johannes Fritsch, Marcel Aach, J. Busch, Andreas Lintermann, Andreas Schuppert, Sigurður Brynjólfsson, Helmut Neukirchen, Matthias Book

Proceedings of the 46th MIPRO ICT and Electronics Convention, 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

2021

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome.

Chadi Barakat, Sebastian Johannes Fritsch, Morris Riedel, Sigurður Brynjólfsson

Proceedings of the 44th International Convention on Information, 2021