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2020 – today
- 2024
[j5]Jonas Chromik, Anne Rike Flint, Mona Prendke, Bert Arnrich, Akira-Sebastian Poncette:
Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set. Comput. Biol. Medicine 183: 109244 (2024)- [j4]Jonas Chromik
, Anne Rike Flint, Bert Arnrich:
ARTEMIS: An alarm threshold and policy mining system for the intensive care unit. Int. J. Medical Informatics 184: 105349 (2024) - 2023
- [c8]Denise Schmidt, Jonas Chromik, Bert Arnrich:
Recommender System for Alarm Thresholds in Medical Patient Monitors. HEALTHINF 2023: 74-85 - 2022
- [j3]Jonas Chromik, Sophie Anne Ines Klopfenstein, Bjarne Pfitzner, Zeena-Carola Sinno, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette:
Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review. Frontiers Digit. Health 4 (2022) - [j2]Jonas Chromik, Kristina Kirsten, Arne Herdick, Arpita Mallikarjuna Kappattanavar, Bert Arnrich:
SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies. Sensors 22(1): 408 (2022) - [c7]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. HEALTHINF 2022: 26-34 - [c6]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. BIOSTEC (Selected Papers) 2022: 215-236 - [c5]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Extracting Alarm Events from the MIMIC-III Clinical Database. HEALTHINF 2022: 328-335 - 2021
- [j1]Jonas Chromik, Lukas Pirl, Jossekin Beilharz, Bert Arnrich, Andreas Polze:
Certainty in QRS detection with artificial neural networks. Biomed. Signal Process. Control. 68: 102628 (2021) - [c4]Justus Eilers, Jonas Chromik, Bert Arnrich:
Choosing the Appropriate QRS Detector. BIOSIGNALS 2021: 50-59 - [c3]Wiktoria Staszak, Jonas Chromik, Katarina Braune, Bert Arnrich:
Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes. EMBC 2021: 1472-1475 - [c2]Jonas Chromik, Bert Arnrich:
Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments*. EMBC 2021: 1806-1809 - [c1]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:
Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. EMBC 2021: 2211-2214
Coauthor Index
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