Florian Rüffer

Florian Rüffer is a Researcher and Doctoral Student at the University of Mannheim's Mannheim Business School, affiliated with the Department of Information Systems under the Heinzl research team. He has served as a Research Assistant since 2018 and commenced doctoral studies at the Graduate School of Economic and Social Sciences (GESS) in 2023.

His educational background includes:

• Master of Science in Business Informatics with Artificial Intelligence specialization (2020-2023)
• Bachelor of Science in Business Informatics (2017-2020)

Rüffer's research bridges artificial intelligence and healthcare through three core pillars: generative models in healthcare for medical data synthesis, explainable AI for transparent clinical decision-making, and multimodal AI integrating diverse medical data streams. His work emphasizes human-centered design principles to ensure AI systems meet clinicians' practical needs while advancing technical innovation in medical imaging applications.

His DESRIST 2023 award-winning publication exemplifies the convergence of design science methodology with healthcare AI, establishing trends toward user-tailored explainability frameworks that address real-world clinical workflow challenges.

Professional recognition includes:

• Best Paper Award at DESRIST Conference 2023

Rüffer actively contributes to the federally funded Mannheim Molecular Intervention Environment (M²OLIE) research campus, participating in grant-driven initiatives focused on AI-powered molecular interventions. His research trajectory demonstrates strong potential for future leadership in healthcare AI translation.

He operates within Prof. Heinzl's research ecosystem at the Department of Information Systems, collaborating on projects that integrate business informatics methodologies with cutting-edge medical applications through the M²OLIE initiative.