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Updated: Jun 25, 2026

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预测5年内2型糖尿病 (T2DM) 出现的风险,使用乳房图像:放射学和深度学习算法之间的比较研究

Nishta Letchumanan1, Shouhei Hanaoka2, Tomomi Takenaga2

  • 1The University of Tokyo, Department of Radiology, Graduate School of Medicine, Tokyo, Japan.

Journal of medical imaging (Bellingham, Wash.)
|January 8, 2025
PubMed
概括

对乳房影像的放射学分析显示,有可能预测2型糖尿病 (T2DM) 风险. 这种方法在预测T2DM在五年内发展方面超过了深度学习 (CNN).

关键词:
卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.机器学习是机器学习.乳房学 乳房学 乳房学无线电学 (radiomics) 是一种无线电学.2型糖尿病是什么?

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