Ganesh Dagadu Puri

Agentic Foundation Models for Explainable Multimodal Clinical Intelligence: A Human-Centered Framework for Early Disease Diagnosis and Personalized Treatment Planning

A framework that treats diagnosis as a coordination problem rather than a modeling one is described and improved on both across accuracy, F1-score, explanation faithfulness and clinician-rated trust, at an added latency of roughly five seconds per case.