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基于胸部 CT 影像组学列线图:精准识别慢阻肺患者心血管疾病风险
以往预测 CVD 的研究大多基于人口统计学和临床变量 ... 其次,通过深度学习模型 U-net(R231)自动分割全肺,利用 TotalSegmentator 模型和 3D U-net 对纵隔进行分割。然后,对图像进行预处理后,使用 Pyradiomics 软件提取影像组学特征,并通过 LASSO 逻辑回归进行特征 ...
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