The workshop will be held on September 20, 2024 at Yale University, and it is organized by the Yale Institute for Foundations of Data Science.

Generative artificial intelligence (GenAI) has the potential to transform every facet of healthcare, ranging from novel biological discoveries to the processes that enable optimal clinical care. The Healthcare Data Science Workshop 2024 at FDS is designed to bring forth members of the scientific community who are spearheading technical innovations in GenAI with those who are designing healthcare applications. The goal of the workshop is to share a broad range of innovations across the spectrum of GenAI in healthcare, encourage conversation, and be a venue to foster collaborations.

Key Highlights of HDS Workshop 2024:

Panel 1: Developing generative AI systems for healthcare

• Talks on:
  • Generative AI for imaging 
  • Foundation models in healthcare 
  • Building healthcare-adapted LLMs

Panel 2: Deploying generative AI systems in healthcare

• Talks on:
  • Cardiovascular imaging applications for generative AI systems - deployment-centered development
  • Deploying LLMs in US and global health systems - processes and considerations
  • Generative AI applications to bridge healthcare inequities 

Workshop: Designing LLM systems for healthcare applications

Talk: Ashley Beecy - LLM systems and their healthcare integration

CarDS Lab Hands-on workshop: Efficient development of LLMs for healthcare

Organized by Rohan Khera, MD and the CarDS Lab at Yale

Managed by Emily Hau and the FDS team.