General Demographic Pre-trained Models for Enhancing Predictive Performance Across Diseases and Population

Foundation models for healthcare require balancing robust generalization across heterogeneous clinical populations and disease settings with the architectural simplicity needed for deployment. We present a pre-trained model focused on demographic attributes that enhances feature utility across medic