HealthMamba: An Uncertainty-aware Spatiotemporal Graph State Space Model for Effective and Reliable Healthcare Facility Visit Prediction
HealthMamba proposes an uncertainty-aware framework to predict healthcare facility visits by combining spatial dependencies and temporal dynamics. It uses a Graph State Space Model backbone and integrates three uncertainty quantification methods to provide reliable predictions, especially during emergencies or abnormal situations.