Discovering Hierarchy-Grounded Domains with Adaptive Granularity for Clinical Domain Generalization

Domain generalization has become a critical challenge in predictive healthcare, where different patient groups exhibit shifting data distributions that degrade model performance. Still, regular domain generalization approaches often struggle in clinical settings due to (1) the absence of domain labe