核医学术语和数据的标准化建议 在超神学和人工智能时代
Tyler J Bradshaw1, Julia Brosch-Lenz2, Carlos Uribe3,4,5
1Department of Radiology, University of Wisconsin-Madison, Madison, Wisconsin; tbradshaw@wisc.edu.
概括
标准化核医学数据和术语对于推进放射性药物治疗 (RPT) 和人工智能 (AI) 至关重要. 采用共同的数据框架将使多机构数据共享成为可能,并改善患者结果分析.
科学领域:
- 核医学是一种核医学.
- 放射性药物疗法 (RPT) 是一种放射性药物疗法.
- 人工智能 (AI) 是一种人工智能.
背景情况:
- 核医学正在迅速发展,特别是在放射性药物治疗 (RPT) 和人工智能 (AI) 中.
- 目前数据标准化的局限性阻碍了收集高质量的证据,以个性化RPT和开发AI算法.
- 不一致的术语和数据收集实践阻碍了多机构的数据共享.
研究的目的:
- 突出在核医学术语和数据收集中标准化至关重要的需要.
- 倡导采用使用受控生物医学本体学的标准化数据和元数据框架.
- 促进多机构数据共享,以推进核医学中的RPT和AI.
主要方法:
- 核医学数据收集和共享当前挑战的审查.
- 基于生物医学本体学的标准化数据和元数据框架的建议.
- 描述一个用例,说明标准化词汇的好处.
主要成果:
- 标准化对于创建用于RPT个性化和AI开发所需的大型结构化数据集至关重要.
- 实施标准化框架将使各机构的数据收集协调一致.
- 标准化数据使得可靠的协会theranostics目标与患者的结果.
结论:
- 建议在核医学领域采用标准化数据和元数据框架.
- 标准化将克服目前跨机构数据共享的障碍.
- 这一举措将加速个性化RPT和人工智能驱动的核医学应用的进展.
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