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Updated: Jul 18, 2026

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在临床数据仓库中评估基于MRI的机器学习方法,用于计算机辅助的痴呆症诊断

Simona Bottani1, Ninon Burgos1, Aurélien Maire2

  • 1Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris, 75013, France.

Medical image analysis
|July 31, 2023
PubMed
概括

计算机辅助痴呆症诊断算法在研究数据上显示出高准确性,但在临床环境中失败. 像图像质量这样的混因素会产生"聪明的汉斯"效应,导致现实世界表现差.

关键词:
临床数据仓库 临床数据仓库深度学习是一种深度学习.痴呆症是一种痴呆症.这就是为什么MRI是MRI.神经成像是一种神经成像.快捷方式学习学习.

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