Runze Yan
Scholar

Runze Yan

Google Scholar ID: GnubTzsAAAAJ
Emory University
Digital HealthMachine Learning and Data Mining
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
70
 
H-index
4
 
i10-index
2
 
Publications
20
 
Co-authors
4
list available
Contact
Emailry4jr@virginia.eduCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
11 items
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
2026
Cited
0
MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction
2026
Cited
0
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines
2026
Cited
0
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach
2026
Cited
0
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
2025
Cited
0
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model -- a UNIPHY+ Approach
2025
Cited
0
Learning ECG Representations via Poly-Window Contrastive Learning
2025
Cited
0
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies
2025
Cited
0
Resume (English only)
Co-authors
4 total
Afsaneh Doryab
Afsaneh Doryab
Assistant Professor, University of Virginia
Xiao Hu
Xiao Hu
Emory University
Anind K. Dey
Anind K. Dey
Dean, Information School, University of Washington
Co-author 4
Co-author 4