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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Опубликовано в: :J Neurosci Methods
Главные авторы: Zhao, Jianlong, Huang, Jinjie, Zhi, Dongmei, Yan, Weizheng, Ma, Xiaohong, Yang, Xiao, Li, Xianbin, Ke, Qing, Jiang, Tianzi, Calhoun, Vince D., Sui, Jing
Формат: Artigo
Язык:Inglês
Опубликовано: 2020
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Article
Online-ссылка: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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