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An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
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在心脏手术后使用机器学习模型预测术后妄想.

Tan Yang1, Hai Yang2, Yan Liu2

  • 1Department of Cardiovascular Surgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China.

Computers in biology and medicine
|December 22, 2023
PubMed
概括

手术后妄想 (POD) 在心脏手术后很常见. 机器学习模型,特别是随机森林 (RF),有效预测高风险患者,帮助早期干预和改善患者的治疗结果.

科学领域:

  • 医疗信息学 医疗信息学
  • 计算生物学 计算生物学
  • 临床医学 临床医学

背景情况:

  • 手术后痴呆症 (POD) 是接受心脏手术的老年患者的常见并发症,影响短期和长期预后.
  • 早期识别POD风险因素对于优化外科手术患者的术后管理至关重要.
关键词:
心脏外科手术是一项心脏手术.机器学习是机器学习.手术后妄症 术后妄症

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