Choosing the Appropriate QRS Detector. - Justus Eilers; Jonas Chromik; Bert Arnrich (BIOSIGNALS, 2021)

Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments*. - Jonas Chromik; Bert Arnrich (EMBC, 2021)

Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. - Bjarne Pfitzner; Jonas Chromik; Rachel Brabender; Eric Fischer; Alexander Kromer; Axel Winter; Simon Moosburner; Igor M. Sauer; Thomas Malinka; Johann Pratschke; Bert Arnrich; Max M. Maurer (EMBC, 2021)

Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes. - Wiktoria Staszak; Jonas Chromik; Katarina Braune; Bert Arnrich (EMBC, 2021)

Certainty in QRS detection with artificial neural networks. - Jonas Chromik; Lukas Pirl; Jossekin Beilharz; Bert Arnrich; Andreas Polze (Biomed. Signal Process. Control., 2021)

Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Extracting Alarm Events from the MIMIC-III Clinical Database. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (HEALTHINF, 2022)

Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. - Jonas Chromik; Bjarne Pfitzner; Nina Ihde; Marius Michaelis; Denise Schmidt; Sophie Anne Ines Klopfenstein; Akira-Sebastian Poncette; Felix Balzer; Bert Arnrich (BIOSTEC (Selected Papers), 2022)

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review. - Jonas Chromik; Sophie Anne Ines Klopfenstein; Bjarne Pfitzner; Zeena-Carola Sinno; Bert Arnrich; Felix Balzer; Akira-Sebastian Poncette (Frontiers Digit. Health, 2022)

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies. - Jonas Chromik; Kristina Kirsten; Arne Herdick; Arpita Mallikarjuna Kappattanavar; Bert Arnrich (Sensors, 2022)

Recommender System for Alarm Thresholds in Medical Patient Monitors. - Denise Schmidt; Jonas Chromik; Bert Arnrich (HEALTHINF, 2023)

Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set. - Jonas Chromik; Anne Rike Flint; Mona Prendke; Bert Arnrich; Akira-Sebastian Poncette (Comput. Biol. Medicine, 2024)

ARTEMIS: An alarm threshold and policy mining system for the intensive care unit. - Jonas Chromik; Anne Rike Flint; Bert Arnrich (Int. J. Medical Informatics, 2024)