从标准X射线进行低骨矿物质密度的机会性查
Alexander Bilbily1, Catriona A Syme2, Jonathan D Adachi3
116 Bit Inc, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.
Journal of the American College of Radiology : JACR
|October 7, 2023
概括
一个新的软件工具,Rho,可以从标准X射线估计骨矿物密度 (BMD),使得骨质疏松症的机会性查. 该工具有助于识别患有低BMD风险的个体,改善疾病的早期检测和管理.
科学领域:
- 放射学 放射学是一门学科.
- 骨质疏松症研究 骨质疏松症研究
- 医学成像分析 医学成像分析
背景情况:
- 骨质疏松症是一种骨矿物质密度 (BMD) 降低的疾病,经常被低诊断.
- 诊断通常依赖于双能X射线吸收计 (DXA) 在股骨或腰椎的T分数.
- 从标准放射图中估计骨质量可以促进广泛的机会性查.
研究的目的:
- 开发和验证一个软件工具来估计BMD从标准的X射线图.
- 为了在接受X射线检查的患者中进行低BMD的机会性查.
主要方法:
- 开发了一个名为Rho的软件程序,利用X射线图像,患者年龄和性别作为输入.
- 该程序输出一个分数,表明低BMD的可能性.
- 在三个独立的数据集上使用接收器操作特征分析来评估性能,其中包括超过62,000个X射线-DXA对.
主要成果:
- 该软件在预测低BMD方面取得了很高的准确性,接收器操作特征曲线下的面积在测试组中从0.82到0.89不等.
- 在子集分析中,表现在不同性别,身体部位和种族之间保持一致.
- 该工具从各种X射线视图中证明了可靠的BMD估计.
结论:
- 该Rho软件有效地选患有低骨矿物质密度风险的患者,使用标准放射图.
- 对骨质疏松症的机会性查是从腰椎,胸椎,胸部,骨盆,手或膝盖X射线可行的.
- 这种方法可以显著改善早期检测低BMD.
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