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Updated: Jul 24, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases

Published on: July 28, 2013

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加速扩散张力成像与自我监督和微调

Phillip Martin1, Diego Martin1, Maria Altbach2,3

  • 1Department of Radiology, Houston Methodist Research Institute, Houston, TX, USA.

Scientific reports
|April 14, 2025
PubMed
概括

本研究引入了一种自我监督的深度学习框架,以改进扩散张力图像 (DTI) 分析. 该方法显著减少了对广泛培训数据的需求,使先进的DTI更容易获得临床应用.

关键词:
深度学习 (DL) 是指深度学习.扩散张力成像 (DTI) 是一种扩散张力成像.分数异构性 (FA) 是指分数异构性 (FA).平均扩散率 (MD) 是指:自主监督学习学习

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