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Combining Graph and Machine Learning Methods to Analyze Differences in Functional Connectivity Across Sex

In this work we combine machine learning methods and graph theoretical analysis to investigate gender associated differences in resting state brain network connectivity. The set of all correlations computed from the fMRI resting state data is used as input features for classification. Two ensemble l...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Casanova, R, Whitlow, C.T, Wagner, B, Espeland, M.A, Maldjian, J.A
Format: Artigo
Sprache:Inglês
Veröffentlicht: Bentham Open 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3271304/
https://ncbi.nlm.nih.gov/pubmed/22312418
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2174/1874440001206010001
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