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| # MedInf-AI – Medical Informatics in Anesthesiology & Intensive Care |
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| MedInf-AI is a research group working at the interface of medical informatics, anesthesiology, and intensive care medicine. |
| We design, implement, and evaluate digital systems that support clinicians with guideline-based decision support, machine learning models, and usable clinical interfaces. |
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| Our goal is to turn routine clinical data and evidence-based guidance into reliable, transparent, and clinically actionable tools for everyday care. |
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| ## Research Focus |
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| * **Digital clinical guidelines & automated monitoring** |
| * Representation of clinical practice guidelines using FHIR and related standards |
| * Automated assessment of guideline applicability and adherence on standardized clinical data (e.g., OMOP, FHIR) |
| * ML for critical care & perioperative medicine |
| * **Predictive models for critical clinical events (e.g., sepsis, organ dysfunction, postoperative complications)** |
| * Robust modelling across heterogeneous ICU environments |
| * Clinical decision support & usability |
| * Designing context-aware decision support that fits into existing workflows |
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