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# MedInf-AI – Medical Informatics in Anesthesiology & Intensive Care

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.

Our goal is to turn routine clinical data and evidence-based guidance into reliable, transparent, and clinically actionable tools for everyday care.

## Research Focus

* **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