大数据和人工智能在骨科:趋势和未来的方向
Jia Yi Loh1, Xian Khing Kenny Tay1, Yeong Huei Ng1
1Department of Orthopaedic Surgery, Singapore General Hospital, Singapore.
Journal of orthopaedic surgery (Hong Kong)
|February 12, 2026
概括
整形外科正在进入大数据和人工智能 (AI) 的数据驱动时代. 本综述探讨了将这些技术整合到外科实践中的机会,挑战和必要的安全措施.
科学领域:
- 整形外科手术 整形外科手术
- 医疗信息学 医疗信息学
- 数据科学数据科学数据科学
背景情况:
- 传统的骨科数据依赖于手册记录.
- 新兴的自动化数据收集和人口登记册产生了庞大的"大数据"数据集.
- 现有的工具很难处理这些庞大而复杂的数据集.
研究的目的:
- 审查大数据和人工智能在骨科手术中的新兴机遇和挑战.
- 探索必要的护,以安全和可持续地整合这些技术.
- 突出人工智能和大数据在临床应用和研究中的变革潜力.
主要方法:
- 关于大数据和骨科外科人工智能的当前文献的叙事综述.
- 分析大数据对数据处理能力的影响.
- 探索AI在有意义地处理大数据中的作用.
主要成果:
- 大数据和人工智能即将彻底改变整形外科.
- 这些技术在研究和临床应用方面取得了重大进展.
- 大数据和人工智能的整合提供了机遇和挑战.
结论:
- 大数据和人工智能的融合为骨科手术提供了前所未有的潜力.
- 仔细考虑安全协议和道德准则对于负责任的实施至关重要.
- 可持续的进步需要一个战略方法来管理和利用这些强大的工具.
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