微创手术中的人工智能:当前状态和未来的挑战
Shintaro Arakaki1,2, Shin Takenaka1, Kimimasa Sasaki1
1Department for the Promotion of Medical Device Innovation, National Cancer Center Hospital East, Kashiwa, Japan.
JMA journal
|February 10, 2025
概括
人工智能 (AI) 正在推进外科手术,特别是微创手术 (MIS). 计算机视觉 (CV) 通过实时图像识别增强决策,改善手术结果和技能评估.
科学领域:
- 医疗技术 医疗技术 医学技术
- 计算机科学 计算机科学
- 手术创新 在外科创新.
背景情况:
- 人工智能 (AI) 在各个领域都取得了重大进展,对外科手术实践产生了显著影响.
- 最少侵入性手术 (MIS) 产生高质量的视频数据,非常适合计算机视觉 (CV) 应用.
- CV技术对于实时图像识别至关重要,从而增强了手术内决策.
研究的目的:
- 探索AI在外科手术中的整合和应用.
- 审查人工智能在外科导航,术后分析和技能评估方面的现状.
- 确定AI在临床外科手术中的实施挑战和未来前景.
主要方法:
- 对目前在外科手术中的人工智能应用的文献综述.
- 分析微创手术中的计算机视觉技术.
- 检查AI在手术决策支持和技能评估中的作用.
主要成果:
- 人工智能,特别是CV,提供了增强的实时图像识别,以改善手术内指导.
- 人工智能促进了手术导航,术后分析和自动化技能评估方面的进步.
- 人工智能在外科手术中的临床整合面临挑战,但具有显著的未来潜力.
结论:
- 人工智能正在改变外科手术,特别是MIS,通过利用计算机视觉来增强功能.
- 需要进一步的研究和开发来克服临床挑战,并充分实现AI在外科实践中的潜力.
- 人工智能集成有望提高手术精度,效率和患者的治疗结果.
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