Research Assistant • Data Scientist • PhD Student
Intelligent Systems Group, Kiel University • Christian-Albrechts-Universität zu Kiel • Kiel, Germany
My PhD research centres on developing a recommendation system for diagnosis support in emergency medicine. To get there I work on AI-supported integration of heterogeneous clinical data — multimodal deep learning across text, image, tabular, and time-series sources, together with synthetic data generation and missing-value imputation.
About
My PhD at Christian-Albrechts-Universität zu Kiel is a recommendation system for diagnosis support in emergency medicine, built on AI-supported integration of multimodal clinical data. I work in the Intelligent Systems Group at Kiel University on machine learning, deep learning, and clinical data quality.
Scientific work
A deep multimodal model over time-series, tabular, and free-text patient data that ranks likely diagnoses, treatments, and next measurements for pre-hospital care.
Portfolio
Completed collaboration with RWTH Aachen University. A deep multimodal model that ranks likely diagnoses, treatments, and next measurements for pre-hospital emergency care, with supporting work on missing-value imputation and synthetic data generation.
All projectsGet in touch
ORCID • Scholar • ResearchGate • LinkedIn • GitHub