专业知识和技术的协同作用:人工智能在放射治疗中的革命,以实现个性化和精确的癌症治疗
Fadila Kouhen1,2, Hanae El Gouach1,2, Kamal Saidi3
1Mohammed VI University of Sciences and Health (UM6SS). Casablanca, Morocco. Radiotherapy Department, International University Hospital Sheikh Khalifa.
The Gulf journal of oncology
|January 11, 2024
概括
人工智能 (AI) 在癌症治疗中提高了放射治疗的速度和准确性. 将人工智能集成到临床工作流程中需要解决伦理问题,并促进合作以获得最佳结果.
科学领域:
- 在瘤学瘤学.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 正在改变医疗保健,特别是辐射瘤学.
- 放射治疗工作流程复杂,涉及多学科团队和先进技术.
- 人工智能为改善放射治疗的速度,准确性和质量提供了巨大的潜力.
研究的目的:
- 探索AI在辐射瘤学的影响.
- 确定人工智能可以增强放射治疗的关键领域.
- 讨论AI整合在临床实践中的挑战和必要性.
主要方法:
- 在放射治疗中对人工智能应用的审查.
- 分析AI在自动细分,质量保证,适应性治疗和结果预测方面的作用.
- 讨论道德考虑,数据隐私和可解释性.
主要成果:
- 人工智能显著提高了自动细分的准确性.
- 人工智能增强了剂量计和机器质量保证过程.
- 人工智能有助于适应性辐射疗法和临床结果预测.
结论:
- 人工智能为放射性瘤学带来了革命性的潜力.
- 无的AI整合需要解决道德挑战,并促进跨学科的合作.
- 人工智能有望通过改进的放射治疗工作流程显著推进癌症治疗.
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