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PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES

For many neurological disorders, prediction of disease state is an important clinical aim. Neuroimaging provides detailed information about brain structure and function from which such predictions may be statistically derived. A multinomial logit model with Gaussian process priors is proposed to: (i...

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Bibliographische Detailangaben
Hauptverfasser: Filippone, M., Marquand, A. F., Blain, C. R. V., Williams, S. C. R., Mourão-Miranda, J., Girolami, M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3918662/
https://ncbi.nlm.nih.gov/pubmed/24523851
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