上升的大动脉尺寸和身体尺寸:合计缩放,规范值和预测性能
Hamed Tavolinejad1, Cameron Beeche2, Marie-Joe Dib1
1Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA; University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
JACC. Cardiovascular imaging
|August 22, 2025
概括
与其他方法不同,面积/高度指数准确地反映了上升的大动脉尺寸. 这种全度正确指数与心血管不良事件有关.
科学领域:
- 心血管成像和诊断
- 生物识别分析和测量
- 医疗数据分析
背景情况:
- 上升性大动脉 (AscAo) 的尺寸受身体大小的影响.
- 目前用于索引AscAo维度的方法,例如高度和身体表面积 (BSA),假设是线性关系.
- 这些线性对比关系的准确性是不确定的.
研究的目的:
- 评估AscAo维度的等比关系.
- 确定AscAo维度指数的规范值.
- 评估不同AscAo指数的预后性能.
主要方法:
- 使用了英国生物库 (n=49,271) 和宾夕法尼亚医学生物库 (n=8,426) 的数据集.
- 使用卷积神经网络从医学图像进行胸前动脉细分.
- 使用日志-日志模型推导出正常的全度指数,并评估使用Cox模型的预测关联.
主要成果:
- AscAo 的直径/高度,直径/BSA 和面积/BSA 呈现出高度非线性关系.
- 面积/高度指数显示了接近单位的等比指数,表明与高度的线性关系.
- 面积/身高是唯一一贯识别大动脉扩张的指标,并与不良事件相关.
结论:
- 面积/高度指数对于AscAo尺寸都是精确的.
- 这一指数与体型无关,并始终预测心血管不良事件.
- 面积/高度为评估AscAo扩张提供了更可靠的方法.
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