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Updated: Jan 24, 2026

Constructing and Visualizing Models using Mime-based Machine-learning Framework
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Published on: July 22, 2025

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使用机器学习评估ICU肺癌患者的住院死亡风险:基于MIMIC-IV数据库的分析

Jianwei Wang1, Lizhen Lin2, Li-Ping Qiu1

  • 1Department of Clinical Laboratory, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China.

PloS one
|January 22, 2026
PubMed
概括

机器学习模型可以预测重症肺癌患者的住院死亡率. XGBoost模型表现最好,识别了关键预测因素,如住院时间和SAPS II风险分层分数等.

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