Research conducted within ZKI-PH 1 “AI-Fundamentals” focuses on the strategic development of novel AI technologies for public health applications. This will include designing fundamental AI methods, such as models for generating synthetic data, and novel analytical approaches to address methodological challenges. It will also include researching the ethical dimensions of AI applications in health and ensuring the quality and reliability of AI models used in medicine, society and public health.