解决辐射瘤学的全球专业知识缺口:辐射规划助理
Laurence Court1, Ajay Aggarwal2, Hester Burger3
1The University of Texas MD Anderson Cancer Center, Houston, TX.
JCO global oncology
|July 20, 2023
概括
辐射规划助理 (RPA) 使用人工智能驱动的自动化来改善放射治疗的获取和质量,特别是在服务不足的地区. 这项技术旨在安全有效地提高全球患者治疗能力.
科学领域:
- 在瘤学瘤学.
- 医学物理 医学物理
- 医疗信息学 医疗信息学
背景情况:
- 在获得优质放射治疗方面存在全球差异.
- 自动化和人工智能 (AI) 提供了潜在的解决方案.
- 辐射规划助理 (RPA) 项目是为了应对这些挑战而启动的.
研究的目的:
- 审查RPA的发展情况.
- 评估全球部署的临床可接受性和安全性/风险.
- 为了提高放射治疗的可用性,并减少获取差异.
主要方法:
- 开发自动化轮和治疗规划算法.
- 基于Web的平台用于数据上传和计划下载.
- 专注于用户友好性和降低风险.
主要成果:
- RPA支持头,子宫和乳腺癌以及大脑转移的自动轮和规划.
- 为了方便使用,可以通过网页访问该系统.
- 设计以最大限度的易用性和最小的风险为目的的接口.
结论:
- 在全球范围内,RPA旨在提供高质量的治疗规划.
- 这项技术可能会刺激对癌症治疗设备的投资.
- 成功部署可以改善全球的放射治疗准入和结果.
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