In Episode 1, “Explainable AI in urology” of the series “AI in urology: From principles to practice”, Dr. Titus Brinker (DE) and Dr. Karl Kowalewski (DE) discuss the importance of transparency and trust in the use of artificial intelligence in healthcare. The conversation focuses on explainable AI and why it is important for clinicians to understand how algorithms arrive at their recommendations. The speakers explore how AI systems can support clinical decision-making, but also why users need...