[脊椎手术中的人工智能:当前的应用和未来的前景]
Filip Milicevic1, Mohamad Agha Mahmoud1, Maher Ghandour1
1Department of Orthopaedics and Trauma Surgery, Helios University Hospital, University Witten/Herdecke, Heusnerstr. 40, 42283, Wuppertal, Deutschland.
Orthopadie (Heidelberg, Germany)
|January 21, 2026
概括
人工智能 (AI) 和机器学习 (ML) 正在通过改进诊断,手术规划和患者护理来改变脊柱手术. 这些技术提高了所有手术阶段的精度和效率.
科学领域:
- 脊柱外科手术 脊柱外科手术
- 医药领域的数字创新
- 人工智能应用的人工智能应用.
背景情况:
- 脊柱手术是一个复杂的领域.
- 数字创新,包括AI和ML,越来越有影响力.
- AI/ML提供了改善诊断,手术规划,手术内精度和术后护理的机会.
研究的目的:
- 审查AI在脊柱外科手术中的临床应用.
- 涵盖人工智能在术前,术后和术后阶段的作用.
- 评估人工智能在脊柱外科手术中的现状和潜力.
主要方法:
- 采用了一个叙事审查方法.
- 在PubMed,Scopus和谷歌学者中进行了选择性的文献搜索.
- 包括了过去15年的同行评审研究,重点关注临床相关的AI应用.
主要成果:
- 术前人工智能有助于历史记录,成像分析 (细分,骨折检测,脊椎病测量) 和风险分层.
- 术内人工智能增强了导航,3D重建,增强现实 (AR) 和机器人协助.
- 术后人工智能模型可以预测并发症,再入院和再结婚,并支持远程监控;许多系统需要进一步验证.
结论:
- 人工智能具有显著的潜力,可以通过提高精度,效率和个性化决策来彻底改变脊髓外科手术.
- 成功的临床整合需要验证的算法,跨学科的团队合作和强大的道德准则.
- 人工智能集成有望改善患者的治疗结果和简化外科手术工作流程.
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