Beyond Generative AI: World Models for Clinical Prediction, Counterfactuals, and Planning

Mohammad Areeb Qazi, Maryam Nadeem, Mohammad Yaqub

Healthcare requires AI that is predictive, reliable, and data-efficient. However, recent generative models lack physical foundation and temporal reasoning required for clinical dec…