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Large-Scale Granger Causality Analysis on Resting-State Functional MRI
We demonstrate an approach to measure the information flow between each pair of time series in resting-state functional MRI (fMRI) data of the human brain and subsequently recover its underlying network structure. By integrating dimensionality reduction into predictive time series modeling, large-sc...
Shranjeno v:
| izdano v: | Proc SPIE Int Soc Opt Eng |
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| Main Authors: | , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2016
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5697152/ https://ncbi.nlm.nih.gov/pubmed/29170585 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2217264 |
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