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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Dades bibliogràfiques
Publicat a:J Neurosci Methods
Autors principals: Zhao, Jianlong, Huang, Jinjie, Zhi, Dongmei, Yan, Weizheng, Ma, Xiaohong, Yang, Xiao, Li, Xianbin, Ke, Qing, Jiang, Tianzi, Calhoun, Vince D., Sui, Jing
Format: Artigo
Idioma:Inglês
Publicat: 2020
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Article
Accés en línia: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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