Digging into the Foundations of Generative AI for Healthcare

Explore the foundations of generative AI for healthcare in this insightful conference talk by Rajesh Ranganath at the Computational Genomics Summer Institute (CGSI) 2024. Delve into cutting-edge research on multivariate diffusions, automated denoising score matching, and targeted updates of language models. Examine the implications of preference learning algorithms and their limitations in learning preference rankings. Gain valuable insights into the latest advancements in AI applications for healthcare, drawing from Ranganath's extensive research and collaborations. Discover how these foundational concepts are shaping the future of generative AI in the medical field and their potential impact on computational genomics.