人工智能及其对腰部退行性病理管理的影响:叙述性综述
Alessandro Trento1, Salvatore Rapisarda2, Nicola Bresolin2
1Department of Neuroscience, University of Verona, 37126 Verona, Italy.
Medicina (Kaunas, Lithuania)
|August 28, 2025
概括
人工智能 (AI) 在诊断和预测腰部退行性疾病 (如椎间盘和狭窄) 的结果方面表现有前途. 然而,脊椎外科人工智能应用仍在发展,需要更强大的数据和临床验证.
科学领域:
- 脊椎手术
- 医疗人工智能
- 退行性脊柱疾病
背景情况:
- 人工智能 (AI) 越来越多地被用于管理腰部退行性疾病.
- 人工智能在手术前规划和脊椎手术预测结果方面具有潜在的好处.
研究的目的:
- 审查人工智能模型对腰椎间盘,脊柱狭窄和脊柱融合的诊断和预测结果的影响.
- 通过过去十年的文献审查,确定腰部融合手术的预测因素.
主要方法:
- 在过去10年内发表的96篇文章的叙述性回顾.
- 在常见的退行性腰部疾病的诊断和预后中分析AI模型的应用.
主要成果:
- 人工智能模型显示出有希望的结果,特别是在预测退行性脊柱疾病的外科结果方面.
- 大多数研究都是回顾性,缺乏详细的成像,手术内和功能性结果数据.
- 预测性表现存在显著差异,跨研究的外部验证有限.
结论:
- 人工智能在退行性脊柱疾病中的应用是有前途的,但仍处于早期发展阶段.
- 尽管存在局限性,但在过去十年中,人工智能对脊椎疾病的研究呈指数式增长.
- 需要进一步研究前性数据和外部验证以进行系统的临床整合.
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