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Journal Articles
- 2023
[j3]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: 101517 (2023)- 2022
- [j2]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) - 2021
- [j1]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)
Conference and Workshop Papers
- 2024
- [c5]Denise Molinnus, Angelique Kurth, Anne Mainz, Sven Meister, Gernot Marx, Johannes Bickenbach:
Online Survey Study on the Needs of Former Intensive-Care Patients for the Development of a User-Friendly App. MIE 2024: 7-8 - 2023
- [c4]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: 366-367 - 2022
- [c3]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: 315-327 - 2021
- [c2]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: 39-44 - 2017
- [c1]André Stollenwerk, Florian Sehl, Gernot Marx, Stefan Kowalewski, Thorsten Janisch:
Enrichment of a diving computer with body sensor network data. BSN 2017: 169-172
Informal and Other Publications
- 2022
- [i3]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 abs/2202.04625 (2022) - [i2]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 abs/2209.10897 (2022) - 2019
- [i1]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 abs/1902.05764 (2019)
Coauthor Index
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