IK
Stanford Medicine · Department of Pediatrics
Ian Kim
Senior Research Scientist · PhD, Preventive Medicine
Ian Kim is an Assistant Professor at the University of Michigan School of Kinesiology, Director of the Multimodal Intelligence Lab, and Senior Data Science & AI Lead for the Stanford Human Screenome Project.
Collaborators
Research partners and colleagues
Selected Projects
Research work and applications
Behavioral Trajectory Modeling
A computational framework using dynamical systems and deep neural networks
to model individual health trajectories for patients managing chronic conditions,
enabling personalized intervention timing.
Precision Health Intervention Platform
An AI-assisted platform that synthesizes multimodal clinical and behavioral
data to recommend context-specific interventions for chronic disease management
across diverse patient populations.
Multimodal Data Infrastructure
Scalable data science infrastructure designed to integrate high-dimensional,
multi-timescale clinical datasets, enabling frontier machine learning pipelines
for behavioral health research.