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Explore the transformative potential of machine learning in medicine through this Turing Lecture delivered by Mihaela van der Schaar. Delve into the application of data science across various aspects of healthcare, including personalized diagnosis, prognosis, treatment effect estimation, medical discovery, and patient care. Gain insights into novel machine learning methods developed to address the unique challenges of medical data and questions. Discover how these innovative approaches significantly improve upon current clinical practices and existing machine learning techniques. Learn about Professor van der Schaar's vision for the future of data-driven medical discovery and care, and understand the profound impact of intelligent data utilization in revolutionizing the medical field.