Patient, Place, Prior (P${}^3$): What Counts as Personalization in Medical World Models?

Xingrui Gu, Hanxue Gu, Yuxiang Zhang +1

Longitudinal models forecast how a patient's imaging state evolves, but accuracy does not show whether the patient's observed trajectory drives the prediction. A population-average…