Explore real-world health applications of AI through presentations by three cutting-edge health start-ups and a discussion with leading investors. Gain insights into the experiences of academic spin-offs entering the health and medical science market, learn about their most interesting methods, and discover what investors are looking for in future AI health ventures. Delve into topics such as AI approaches in healthcare, breast cancer detection, generalizability, double reading, holistic assessment, regulatory support, reimbursement, data fairness, AI generalizability, open-source tools, liability for misdiagnosis, and the future of GP practice. Understand the challenges and opportunities in deploying AI in the health sector, including regulatory support, investment trends, data collection, and the formalization of use cases.