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Author

Yu-Xiang Zhang

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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
#artificial intelligence Preprint Sep 2026

Pre-training, Reasoning, Benchmarking: X-ray Report Generation on CheXpert Plus Dataset

X-ray image-based Radiology Report Generation (RRG) constitutes a critical research direction within medical artificial intelligence, with great potential to alleviate clinicians'diagnostic workload and shorten patient waiting periods. Despite substantial advances over recent years, the field faces evident bottlenecks...

Xiao Wang, Yu-Xiang Zhang, Dan Xu et al. · 0 citations

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