2025-07-23 –, Main Room 1 (Main stage)
Healthcare systems face numerous challenges in operating efficiently and serving the needs of our patients and communities, including problems with healthcare access, quality, and safety. In this talk, Dr. Singh will address why these operational challenges have been difficult to solve with technology before, and how we should rethink our approaches to these problems using computational methods like generative AI and simulation.
TBA - stay tuned for more details about this keynote, including speaker information, title, and abstract!Healthcare systems face numerous challenges in operating efficiently and serving the needs of our patients and communities, including problems with healthcare access, quality, and safety. In this talk, Dr. Singh will address why these operational challenges have been difficult to solve with technology before, and how we should rethink our approaches to these problems using computational methods like generative AI and simulation. The talk will lay out an agenda for computational scientists interested in improving healthcare and highlight areas where contributions are needed to modernize healthcare delivery and improve healthcare access and quality. Along the way, Dr. Singh will share some of the data science tools developed and spun out of his lab, including Tidier.jl for Julia, and clinspacy, gpmodels, and runway for R.