Gernot Marx

According to our database, Gernot Marx authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• 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

Towards an Advanced Digital Infrastructure Within the Non-University Sector Demonstrated by the PICOS App.

Denise Molinnus, Angelique Kurth, Volker Lowitsch, Gernot Marx, Johannes Bickenbach

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 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

Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study.

Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx

CoRR, 2022

Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study - Case Study.

Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx

Proceedings of the Process Mining Workshops, 2022

2021

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.

Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin

npj Digit. Medicine, 2021

Analyzing Medical Data with Process Mining: A COVID-19 Case Study.

Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx

Proceedings of the Business Information Systems Workshops, 2021

2019

Critical Transitions in Intensive Care Units: A Sepsis Case Study.

Pejman Farhadi Ghalati, Satya Swarup Samal, Jayesh Sudhir Bhat, Robert Deisz, Gernot Marx, Andreas Schuppert

CoRR, 2019

2017

Enrichment of a diving computer with body sensor network data.

André Stollenwerk, Florian Sehl, Gernot Marx, Stefan Kowalewski, Thorsten Janisch

Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017