实施快速学习方法来为放射治疗提供信息的可行性:关键专业利益相关者的观点
Arbaz Kapadi1, Gareth Price2,3, Corinne Faivre-Finn2,3
1Manchester Centre for Health Psychology, Division of Psychology and Mental Health, School of Health Sciences, The University of Manchester, Manchester, UK.
BMJ oncology
|January 31, 2025
概括
利益相关者认为快速学习具有辐射疗法创新的潜力,但强调数据质量和基础设施挑战. 成功实施需要改进数据的互操作性,清晰度,以及对放射治疗小组的培训.
科学领域:
- 在瘤学瘤学.
- 辐射疗法 辐射疗法
- 医疗保健服务研究 医疗服务研究
背景情况:
- 实用方法,称为快速学习,旨在加速放射治疗中的证据生成.
- 现实世界数据 (RWD) 对这些方法至关重要,但需要仔细考虑实施可行性.
研究的目的:
- 调查专业利益相关者对快速学习方法和放射治疗中的RWD的看法.
- 评估在临床实践中实施快速学习方法的可行性.
主要方法:
- 与五个英国放射治疗癌症中心的关键专业利益相关者进行了23次采访.
- 数据是在2022年12月至2023年5月期间收集的,并使用感应主题分析进行分析.
主要成果:
- 出现了四个主题:与实践的协调,RWD变化问题,数据基础设施的成熟度和采用支持需求.
- 利益相关者认识到快速学习的潜力,但强调依赖于质量的RWD和中心变异性带来的挑战.
结论:
- 放射治疗中的有效快速学习取决于高质量的RWD和解决中心间变异.
- 开发可靠的互操作性数据基础设施,以及明确的方法和培训,对于成功实施至关重要.
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