Gernot Marx

13 papers C 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Leveraging electronic medical records to evaluate a computerized decision support system for staphylococcus bacteremia.
npj Digit. Medicine
Julia Palm, Ssuhir Alaid, Danny Ammon, Julian Brandes, Andreas Dürschmid, Claudia Fischer, Jonas Fortmann, Kristin Friebel, Sarah Geihs, Anne-Kathrin Hartig, Donghui He, Andrew J. Heidel, Petra Hetfeld, Roland Ihle, Suzanne Kahle, Verena Koi, Margarethe Konik, Frauke Kretzschmann, Henner M. Kruse, Norman Lippmann, Christoph Lübbert, Gernot Marx, Rafael Mikolajczyk, Anne Mlocek, Stefan Moritz, Christoph Müller, Susanne Müller, Ariadna Pérez Garriga, Lo An Phan-Vogtmann, Diana Pietzner, Mathias W. Pletz, Mario Popp, Maike Rebenstorff, Jonas Renz, Florian Rißner, Rainer Röhrig, Kutaiba Saleh, Sebastian G. Schönherr, Cord Spreckelsen, Anja Stempel, Abel Stolz, Eric Thomas, Susanne Thon, Daniel Tiller, Sebastian Uschmann, Sebastian Wendt, Thomas Wendt, Philipp Winnekens, Oliver Witzke, Stefan Hagel, André Scherag
2025 J jnl
Mobile Applications for Longitudinal Data Collection: Web-based Survey Study of Former Intensive Care Patients.
J. Medical Syst.
Denise Molinnus, Anne Mainz, Angelique Kurth, Volker Lowitsch, Matthias Nüchter, Frank Bloos, Thomas Wendt, Philipp Potratz, Gernot Marx, Sven Meister, Johannes Bickenbach
2024 — conf
Online Survey Study on the Needs of Former Intensive-Care Patients for the Development of a User-Friendly App.
MIE
Denise Molinnus, Angelique Kurth, Anne Mainz, Sven Meister, Gernot Marx, Johannes Bickenbach
2023 J jnl
Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data.
SoftwareX
Richard Polzin, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Gernot Marx, Andreas Schuppert
2023 — conf
Towards an Advanced Digital Infrastructure Within the Non-University Sector Demonstrated by the PICOS App.
MIE
Denise Molinnus, Angelique Kurth, Volker Lowitsch, Gernot Marx, Johannes Bickenbach
2022 J jnl
Analyzing Medical Data with Process Mining: a COVID-19 Case Study.
CoRR
Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
2022 J jnl
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
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert
2022 — conf
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study - Case Study.
ICPM Workshops
Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
2022 J jnl
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study.
CoRR
Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
2021 — conf
Analyzing Medical Data with Process Mining: A COVID-19 Case Study.
BIS (Workshops)
Marco Pegoraro, Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx
2021 J jnl
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.
npj Digit. Medicine
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
2019 J jnl
Critical Transitions in Intensive Care Units: A Sepsis Case Study.
CoRR
Pejman Farhadi Ghalati, Satya Swarup Samal, Jayesh Sudhir Bhat, Robert Deisz, Gernot Marx, Andreas Schuppert
2017 C conf
Enrichment of a diving computer with body sensor network data.
BSN
André Stollenwerk, Florian Sehl, Gernot Marx, Stefan Kowalewski, Thorsten Janisch