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Updated: May 12, 2025

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使用机器学习开发一个5年风险预测模型,从糖尿病前期转变为糖尿病:回顾性队列研究

Yongsheng Zhang1,2, Hongyu Zhang1,2, Dawei Wang1,2

  • 1Department of Health Management, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China.

Journal of medical Internet research
|May 9, 2025
PubMed
概括

一个新的机器学习模型准确地预测了中国糖尿病前期糖尿病患者糖尿病进展的5年风险. 这种工具有助于识别高风险患者进行早期干预,可能减少糖尿病发病率.

关键词:
在 CatBoost 中使用 CatBoost.中国人口中国人口.这就是 SHAP SHAP 的意思.临床决策支持 临床决策支持有关风险因素的风险因素.

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