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根据多尺度卷积变压器网络的压缩EEG分类

Wan Chen1, Yanping Cai1, Aihua Li1

  • 1Rocket Force University of Engineering, Xi'an, China.

Computer methods in biomechanics and biomedical engineering
|July 8, 2025
PubMed
概括

这项研究引入了一种新的机器学习方法,使用大脑地形图和多尺度卷积变压器网络 (MCTNet) 来从EEG数据中准确地分类抑郁症.

关键词:
这是一个EEGEEGEEGEEGEEGEEGEEG.卷积神经网络是一种卷积神经网络.大型抑郁症 抑郁症 严重抑郁症变压器变压器变压器变压器

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Electroconvulsive therapy (ECT), or shock therapy, remains a critical biomedical intervention for severe, treatment-resistant depression. While its origins can be traced back to Hippocrates' observations that malaria-induced convulsions alleviated mental illness, modern ECT has evolved significantly from its earlier, more primitive applications. First introduced in 1938 by Ugo Cerletti and his colleagues, ECT involves inducing controlled seizures using electrical currents. In its early...
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