在放射治疗中用于毒性预测的基于三角放射学模型:系统性审查和元分析
Daryl Tan1, Siti Athiyah Mohamad Salleh1, Hanani Abdul Manan2
1Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
德尔塔放射学模型在预测放射治疗毒性方面表现有前途,优于单次时间点特征. 进一步的研究应该标准化方法并验证这些预测模型,以改善治疗评估.
科学领域:
- 放射学和医学成像分析.
- 瘤学和辐射疗法治疗
- 生物统计学和预测建模
背景情况:
- 放射治疗 (RT) 治疗评估可以通过分析随时间变化的放射性特征 (delta-radiomics) 来增强.
- 这项研究系统地审查了三角洲放射学模型在预测各种癌症类型的RT诱导毒性方面的表现.
结论:
- 基于三角形放射学的模型对预测放射治疗中预定义的终点充满希望.
- 对于未来的三角洲放射学研究,建议对方法和放射性特征进行标准化.
- 对经过审查的三角洲放射学模型的外部验证对于临床转化至关重要.
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