A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery.
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Comput. Biol. Medicine, 2025
A Standardized Framework for Modeling Non-Pharmaceutical Interventions in Individual-Based Infectious Disease Simulations.
Proceedings of the Winter Simulation Conference, 2024
Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model.
PLoS Comput. Biol., 2023
Evaluating Parallelization Strategies for Large-Scale Individual-based Infectious Disease Simulations.
Proceedings of the Winter Simulation Conference, 2023
Effects of incomplete inter-hospital network data on the assessment of transmission dynamics of hospital-acquired infections.
PLoS Comput. Biol., 2021
Relevance of intra-hospital patient movements for the spread of healthcare-associated infections within hospitals - a mathematical modeling study.
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PLoS Comput. Biol., 2021
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children.
BMC Medical Informatics Decis. Mak., 2021
Generating Synthetic Populations Based On German Census Data.
Proceedings of the Winter Simulation Conference, 2021
Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.
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Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021
Modelling pathogen spread in a healthcare network: Indirect patient movements.
PLoS Comput. Biol., 2020
Interactive Feedback of Data Quality in Clinical Research. A Case Study from an Infectious Diseases Cohort.
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018