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Updated: Aug 2, 2026

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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

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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