Jonas Chromik

According to our database, Jonas Chromik authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

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

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

2023

Recommender System for Alarm Thresholds in Medical Patient Monitors.

Denise Schmidt, Jonas Chromik, Bert Arnrich

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies.

Jonas Chromik, Kristina Kirsten, Arne Herdick, Arpita Mallikarjuna Kappattanavar, Bert Arnrich

Sensors, 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

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

Proceedings of the Biomedical Engineering Systems and Technologies, 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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Certainty in QRS detection with artificial neural networks.

Jonas Chromik, Lukas Pirl, Jossekin Beilharz, Bert Arnrich, Andreas Polze

Biomed. Signal Process. Control., 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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments^*.

Jonas Chromik, Bert Arnrich

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Choosing the Appropriate QRS Detector.

Justus Eilers, Jonas Chromik, Bert Arnrich

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021