# PGP-Clinical-TimeKAN: Prior-Guided Joint Probabilistic Forecasting of Clinical Trajectories

> 标题为英语

> 全文为英语

**Published:** 2026年9月9日
**Author:** Weizhi Nie, Rihao Chang, Weijie Wang, Yuting Su
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/pgp-clinical-timekan-prior-guided-joint-probabilistic-forecasting-of-cli

arXiv:2609.05488v1 Announce Type: new Abstract: Clinical deterioration unfolds through coupled, partially observed trajectories, not a single diagnostic label. We introduce PGP-Clinical-TimeKAN, a trajectory-first framework for joint probabilistic forecasting of multivariate…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.05488)

**标签：** #arXiv

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