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核磁共振扫描仪制造商对使用深度学习模型进行分类任务的影响

Rafsanjany Kushol1, Pedram Parnianpour2, Alan H Wilman3

  • 1Department of Computing Science, University of Alberta, Edmonton, Canada. kushol@ualberta.ca.

Scientific reports
|October 5, 2023
PubMed
概括

深度学习模型因扫描器变化而难以处理多中心MRI数据,这个问题称为域移位. 在这项研究中,像ComBat这样的协调技术并没有改善疾病分类性能.

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