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Machine learning in resting-state fMRI analysis

Machine learning techniques have gained prominence for the analysis of resting-state functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview of various unsupervised and supervised machine learning applications to rs-fMRI. We offer a methodical taxonomy of machine learning...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Magn Reson Imaging
Prif Awduron: Khosla, Meenakshi, Jamison, Keith, Ngo, Gia H., Kuceyeski, Amy, Sabuncu, Mert R.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6875692/
https://ncbi.nlm.nih.gov/pubmed/31173849
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mri.2019.05.031
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