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Updated: Feb 7, 2026

An R-Based Landscape Validation of a Competing Risk Model
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Published on: September 16, 2022

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开发和外部验证机器学习模型,以预测呼吸机相关肺炎的短期风险

Alec K Peltekian, Wan-Ting Liao, Vijeeth Guggilla

    medRxiv : the preprint server for health sciences
    |February 6, 2026
    PubMed
    概括

    机器学习模型可以使用电子健康记录提前七天预测通风器相关肺炎 (VAP). 这种早期发现VAP可以改善重症监护室 (ICU) 患者的治疗结果.

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