HealthMamba: An Uncertainty-aware Spatiotemporal Graph State Space Model for Effective and Reliable Healthcare Facility Visit Prediction

Researchers have developed HealthMamba, a new AI framework that uses spatiotemporal modeling and uncertainty quantification to predict healthcare facility visits more accurately. The system achieved 6% better prediction accuracy and 3.5% improvement in uncertainty quantification compared to existing methods when tested on real-world datasets from four US states.