Frederik Hauke

Frederik is a medical doctor and physicist from Heinrich-Heine-University Düsseldorf. In his research, he develops explainable AI methods, network architectures, and agentic reasoning systems for medical applications. His work aims to make AI decision-making in healthcare more transparent and interpretable while creating systems that can reason through complex clinical scenarios. Leveraging his unique background bridging medicine, physics, and machine learning, he strives to advance trustworthy and intelligent AI that can assist healthcare professionals in delivering better patient care.