How to Induce Trust in Medical AI Systems

• Published in: Advances in Conceptual Modeling pp. 5 - 14
• Main Authors: Reimer, Ulrich, Tödtli, Beat, Maier, Edith
• Format: Book Chapter
• Language: English
• Published: Cham Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Certification; Explainability; Machine learning; Medical device; Sampling bias; Trust

Trust is an important prerequisite for the acceptance of an Artificial Intelligence (AI) system, in particular in the medical domain. Explainability is currently discussed as the key approach to induce trust. Since a medical AI system is considered a medical device, it also has to be formally certif...