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HyperNSDE: Personalized Neural SDEs for Joint Static-Longitudinal Clinical Data Generation

arXiv:2610.07383v1 Announce Type: new Abstract: Synthetic patient data generation is a promising solution to the dual challenge of data scarcity and privacy constraints in healthcare machine learning. Realistic synthesis of patient-level clinical data requires jointly modeling heterogeneous static…

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  1. 2026-10-07 04:00 · arXiv stat.ML
    HyperNSDE: Personalized Neural SDEs for Joint Static-Longitudinal Clinical Data Generation

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