Jonas Chromik
Hasso Plattner Institute(DE)
Publications by Year
Research Areas
Healthcare Technology and Patient Monitoring, ECG Monitoring and Analysis, Non-Invasive Vital Sign Monitoring, Time Series Analysis and Forecasting, Scientific Computing and Data Management
Most-Cited Works
- → Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review(2022)40 cited
- → A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study(2023)23 cited
- → SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies(2022)14 cited
- → Certainty in QRS detection with artificial neural networks(2021)11 cited
- → Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning(2021)8 cited
- → ARTEMIS: An alarm threshold and policy mining system for the intensive care unit(2024)6 cited
- → Extracting Alarm Events from the MIMIC-III Clinical Database(2022)4 cited
- → How to Annotate Patient Monitoring Alarms in Intensive Care Medicine for Machine Learning(2023)4 cited
- → Choosing the Appropriate QRS Detector(2021)3 cited
- → Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach(2025)3 cited