Gernot Marx

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Intensive Care Units

Top Venues

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)
Denise Molinnus, Angelique Kurth, Volker Lowitsch, Gernot Marx, Johannes Bickenbach
Towards an Advanced Digital Infrastructure Within the Non-University Sector Demonstrated by the PICOS App. MIE (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)
Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study - Case Study. ICPM Workshops (2022)
Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
Analyzing Medical Data with Process Mining: a COVID-19 Case Study. CoRR (2022)
Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study. CoRR (2022)
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
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021)
Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
Analyzing Medical Data with Process Mining: A COVID-19 Case Study. BIS (Workshops) (2021)
Pejman Farhadi Ghalati, Satya Swarup Samal, Jayesh Sudhir Bhat, Robert Deisz, Gernot Marx, Andreas Schuppert
Critical Transitions in Intensive Care Units: A Sepsis Case Study. CoRR (2019)
André Stollenwerk, Florian Sehl, Gernot Marx, Stefan Kowalewski, Thorsten Janisch
Enrichment of a diving computer with body sensor network data. BSN (2017)