Area of research
Molecular Biology · Artificial Intelligence
Research interest
Research interests include Medicine, Computer science, Guideline, Coronavirus disease 2019 (COVID-19), Health informatics, and German.
Large language models-enabled digital twins for precision medicine in rare gynecological tumors
Collaborative framework on responsible AI in LLM-driven CDSS for precision oncology leveraging real-world patient data
Alpha-1-antitrypsin-deficiency is associated with lower cardiovascular risk: an approach based on federated learning
Informing pandemic management in Germany with trustworthy living evidence syntheses and guideline development: lessons learned from the COVID-19 evidence ecosystem
Representation of evidence-based clinical practice guideline recommendations on FHIR
Automated Monitoring of Adherence to Evidenced-Based Clinical Guideline Recommendations: Design and Implementation Study
Creation of a structured molecular genomics report for Germany as a local adaption of HL7’s Genomic Reporting Implementation Guide
Towards interoperability in infection control: a standard data model for microbiology
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality
Reduced Rate of Inpatient Hospital Admissions in 18 German University Hospitals During the COVID-19 Lockdown
Transitioning the Molecular Tumor Board from Proof of Concept to Clinical Routine: A German Single-Center Analysis
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data
Telemedicine in Intensive Care Units: Scoping Review
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
Requirements Analysis and Specification for a Molecular Tumor Board Platform Based on cBioPortal
MIRACUM: Medical Informatics in Research and Care in University Medicine
Regional Differences in Thrombectomy Rates
Integrating clinical decision support systems for pharmacogenomic testing into clinical routine - a scoping review of designs of user-system interactions in recent system development
The Experience of Physicians in Pharmacogenomic Clinical Decision Support Within Eight German University Hospitals