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Xing-Rui Gu

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#artificial intelligence Preprint Oct 2026

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

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 forecast may be useful but cannot establish a patient-specific world-model claim. We introduce Patient, Place, Prior (P$^3$), an audit aski...

Xing-Rui Gu, Han Gu, Yu-Xiang Zhang et al. · 0 citations

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