Reading the (functional) writing on the (structural) wall: multimodal fusion of brain structural and function via a deep neural network based translation approach reveals novel impairments in schizophrenia

This work presents a novel approach using a deep neural network for finding linkage/association between multimodal brain imaging data, such as structural MRI (sMRI) and functional MRI (fMRI). Motivated by the machine translation domain, we consider two different imaging views of the same brain like...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Neuroimage
Prif Awduron: Faijul Amin, Md, Plis, Sergey M., Chekroud, Adam, Hjelm, Devon, Damaraju, Eswar, Lee, Hyo Jong, Bustillo, Juan R., Cho, KyungHyun, Pearlson, Godfrey D., Calhoun, Vince D.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2018
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6321628/
https://ncbi.nlm.nih.gov/pubmed/30055372
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2018.07.047
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