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在自主监督深度学习的4D流MRI脑血管测量中量化生理变异性和提高可重现性

Brock W Jolicoeur1,2, Zaynab S Yardim2,3, Grant S Roberts4

  • 1Department of Biomedical Engineering, University of Wisconsin, Madison, Wisconsin, USA.

Magnetic resonance in medicine
|July 25, 2025
PubMed
概括

自主监督的深度学习 (DL) 无声化通过减少技术噪音来提高4D-Flow MRI测量的一致性. 然而,生理变异仍然是神经血管流动成像的一个因素.

关键词:
4D 流式MRI 4D 流式MRI深度学习是一种深度学习.拒绝使用,拒绝使用.神经退行性疾病的神经退行性疾病生理变化的生理变化.

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