Enrichment of a diving computer with body sensor network data. - André Stollenwerk; Florian Sehl; Gernot Marx; Stefan Kowalewski; Thorsten Janisch (BSN, 2017)

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)

Analyzing Medical Data with Process Mining: A COVID-19 Case Study. - Marco Pegoraro 001; Madhavi Bangalore Shankara Narayana; Elisabetta Benevento; Wil M. P. van der Aalst; Lukas Martin; Gernot Marx (BIS (Workshops), 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; et al. (npj Digit. Medicine, 2021)

Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study - Case Study. - Elisabetta Benevento; Marco Pegoraro 001; Mattia Antoniazzi; Harry H. Beyel; Viki Peeva; Paul Balfanz; Wil M. P. van der Aalst; Lukas Martin; Gernot Marx (ICPM Workshops, 2022)

Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study. - Elisabetta Benevento; Marco Pegoraro 001; Mattia Antoniazzi; Harry H. Beyel; Viki Peeva; Paul Balfanz; Wil M. P. van der Aalst; Lukas Martin; Gernot Marx (CoRR, 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)

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 (MIE, 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, 2023)

Online Survey Study on the Needs of Former Intensive-Care Patients for the Development of a User-Friendly App. - Denise Molinnus; Angelique Kurth; Anne Mainz; Sven Meister; Gernot Marx; Johannes Bickenbach (MIE, 2024)

Leveraging electronic medical records to evaluate a computerized decision support system for staphylococcus bacteremia. - 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; et al. (npj Digit. Medicine, 2025)

Mobile Applications for Longitudinal Data Collection: Web-based Survey Study of Former Intensive Care Patients. - Denise Molinnus; Anne Mainz; Angelique Kurth; Volker Lowitsch; Matthias Nüchter; Frank Bloos; Thomas Wendt; Philipp Potratz; Gernot Marx; Sven Meister; Johannes Bickenbach (J. Medical Syst., 2025)