Jimeng Sun

Latest

• Evidence-Driven Spatio-Temporal COVID-19 Hospitalization Prediction with Ising Dynamics
• PyHealth: A Deep Learning Toolkit For Healthcare Applications
• MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction
• PopNet: Real-Time Population-Level Disease Prediction with Data Latency
• STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence
• Two Machines Are Better Than One: Using Multi-Agent Reinforcement in Machine Learning to Simulate A Clinical Second Opinion
• Dr. Agent: Clinical Predictive Model via Mimicked Second Opinions
• COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching
• Patient trial matching using pseudo-siamese network
• StageNet: Stage-Aware Neural Networks for Health Risk Prediction