2nd PhD cohort – Projects

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All Data Knowledge Decision

RP14 - Clinical pathway discovery based on electronic health record data

PI: Prof. Dr. Britta Böckmann
PhD student: TBA

RP15 - Summaries and lay translations of clinical documents with transformers

PI: Prof. Dr. Peter Horn
PhD student: TBA

RP16 - Possible uses of AI to evaluate (AI-based) information at the Point of Care

PI: Prof. Dr. Sabine Sachweh
PhD student: TBA

RP17 - Application of Graph Neural Networks (GNN) for the Analysis of Patient Graphs in FHIR Format in Patients with Melanoma

PI: Prof. Dr. Felix Nensa
PhD student: TBA

RP18 - Extracting prognostic indicators of patient outcome from pre-clinical histopathology image data and additional clinical data

PI: Prof. Dr. Markus Kukuk
PhD student: TBA

RP19 - Uncertainty aware haplotype based genomic variant effect prediction

PI: Dr. Johannes Köster
PhD student: TBA

RP20 - Empirical evaluation of developed medical informatics tools at the point-of-care

PI: Prof. Dr. Andreas Stang
PhD student: TBA

RP21 - Multimodal Foundation Models for Medical Images and Text

PI: Prof. Dr. Jens Kleesiek
PhD student: TBA

RP22 - Digital sovereignty of medical practitioners

PI: Prof. Dr. Nicole Krämer
PhD student: TBA

RP23 - Interactive retrieval methods for contradictory evidence

PI: Prof. Dr. Norbert Fuhr
PhD student: TBA

RP24 - Where does the AI look? Influence of convergence of human attention foci and AI attention foci on reliance on a clinical decision support system

PI: Prof. Dr. Nicole Krämer
PhD student: TBA

RP25 - Recommending scientific literature for revising clinical guidelines with knowledge graphs

PI: Prof. Dr. Christoph M. Friedrich
PhD student: TBA

RP26 - Integrating Information Extraction, Knowledge Representation, and User Interaction - Personalization of Medical Decision-making at the Point of Care using Large Language Models and Chatbots

PI: Prof. Dr. Felix Nensa
PhD student: TBA