瘤胸部手术中的人工智能:临床决策支持和新兴应用
Francesco Petrella1,2, Stefania Rizzo3,4
1Department of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy.
Cancers
|January 28, 2026
概括
人工智能 (AI) 正通过改进诊断,规划和导航来改变胸部手术. 采用仍然存在挑战,但人工智能承诺在胸部瘤学中提高精度和个性化护理.
科学领域:
- 胸部外科手术 胸部外科手术
- 人工智能的人工智能
- 在瘤学瘤学.
背景情况:
- 人工智能 (AI) 正在迅速推进胸部手术.
- 机器学习 (ML),深度学习 (DL) 和计算机视觉等人工智能技术正在改善各种外科手术方面.
研究的目的:
- 审查和综合当前的AI应用在胸部外科手术.
- 覆盖整个胸部手术路径,从术前支持到自主干预.
主要方法:
- 文献综述和合成的AI应用在胸部外科手术.
- 分析人工智能对诊断,规划,手术内导航和结果预测的影响.
主要成果:
- 人工智能提高了诊断准确度,手术规划和胸部瘤学的结果预测.
- 人工智能引导的机器人系统提高了外科手术的精度和效率.
- 实时决策支持和增强现实增强了手术内安全性.
结论:
- 广泛采用人工智能面临诸如偏见,数据整合和监管等挑战.
- 多中心验证,可解释的AI和治理对于安全的临床整合至关重要.
- 未来对数字双胞胎和联合学习的研究将提高胸部外科手术中的AI可靠性.
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