Explore the transformative potential of generative AI in medicine through this 24-minute conference talk delivered by Ali Mahdipour Shirayeh from Princess Margaret Cancer Center, University Health Network. Delve into the cutting-edge applications of AI technology in healthcare, focusing on how it's reshaping the journey from data analysis to medical discoveries. Gain insights into the latest advancements in computational and mathematical medicine, with a specific emphasis on oncology research. Learn how generative AI is being leveraged to accelerate drug discovery, improve diagnostic accuracy, and personalize treatment strategies. Understand the intersection of artificial intelligence, big data, and healthcare as part of the Frontiers in Computational and Mathematical Medicine series and the Thematic Program on Mathematical Oncology at the Fields Institute.