As the Chair of Explainable Machine Learning at the University of Bamberg, Prof. Dr. Christian Ledig focuses on advancing transparency and reliability in healthcare AI. His work integrates AI solutions into medical diagnostics to reduce diagnostic errors and improve access to quality healthcare. In this talk, Prof. Ledig will share insights from his research, highlighting advancements that enhance AI interpretability and reliability, especially in clinical settings.