Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders

As a popular deep learning method, generative adversarial networks (GAN) have achieved outstanding performance in multiple classifications and segmentation tasks. However, the application of GANs to fMRI data is relatively rare. In this work, we proposed a functional network connectivity (FNC) based...

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Vydáno v:J Neurosci Methods
Hlavní autoři: Zhao, Jianlong, Huang, Jinjie, Zhi, Dongmei, Yan, Weizheng, Ma, Xiaohong, Yang, Xiao, Li, Xianbin, Ke, Qing, Jiang, Tianzi, Calhoun, Vince D., Sui, Jing
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7367699/
https://ncbi.nlm.nih.gov/pubmed/32380227
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2020.108756
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