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Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity

Heterogeneous presentation of a neurological disorder suggests potential differences in the underlying pathophysiological changes that occur in the brain. We propose to model heterogeneous patterns of functional network differences using a demographic-guided attention (DGA) mechanism for recurrent n...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Dvornek, Nicha C., Li, Xiaoxiao, Zhuang, Juntang, Ventola, Pamela, Duncan, James S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8299434/
https://ncbi.nlm.nih.gov/pubmed/34308438
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59861-7_37
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