通过人工智能增强胸部手术:对当前实践和新兴趋势的审查
Mohamed Umair Aleem1, Jibran Ahmad Khan1, Asser Younes2
1College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia.
Current oncology (Toronto, Ont.)
|October 25, 2024
概括
人工智能 (AI) 通过改善非小细胞肺癌的诊断和帮助机器人程序来增强胸部手术. 虽然有希望,但数据隐私和道德问题等挑战需要仔细考虑未来的人工智能集成.
科学领域:
- 医学技术 医学技术 医学技术
- 计算机科学在医学中的应用
- 胸部外科手术 胸部外科手术
背景情况:
- 人工智能 (AI) 正在迅速融入医疗实践中.
- 人工智能显示出有可能显著改善胸部手术的结果.
研究的目的:
- 探索AI应用,包括机器学习 (ML) 和自然语言处理 (NLP),在胸部手术中.
- 详细介绍AI在诊断和术后管理中的作用.
- 概述人工智能的当前状态,优势和局限性.
主要方法:
- 对胸部外科手术中人工智能应用的审查.
- 分析AI对诊断的影响 (例如,检测非小细胞肺癌).
- 在机器人辅助胸部手术 (RATS) 和术后护理中对AI的检查.
主要成果:
- 人工智能模型在NSCLC诊断和淋巴结转移预测方面表现出高准确度.
- 人工智能有助于有效提取电子医疗记录 (EMR) 数据.
- 在RATS和外科手术管理中的AI应用显示出提高精度,安全性和效率的潜力.
结论:
- 人工智能为胸部手术提供了巨大的好处,从诊断到术后管理.
- 解决数据隐私,偏见和道德等挑战对于人工智能的负责任实施至关重要.
- 未来的研究应该集中在克服局限性和扩大AI在胸部外科手术中的作用.
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