Course Code:
HINF 5025
Course Director:
Fei Wang, Ph.D.
Credits:
3
Course Description:
Course Director: Fei Wang, PhD
3 credits
Prerequisite: Artificial Intelligence in Medicine I
This class will teach students more advanced topics on AI in medicine. It requires students to have taken the AI in medicine I class. The contents of the class cover generalizability of AI models, computational fairness, model interpretation and explanation, privacy and security, federated learning, multi-modal learning, generative AI, causal inference, target trial emulation. The students will be asked to do a final project with teams based on the contents taught in the class, and python programming will be needed for doing the project.
Course Term:
Spring Term