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Capturing Heterogeneous Group Differences using Mixture-of-Experts : Application to a Study of Aging

In MRI studies, linear multi-variate methods are often employed to identify regions or connections that are affected due to disease or normal aging. Such linear models inherently assume that there is a single, homogeneous abnormality pattern that is present in all affected individuals. While kernel-...

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Dettagli Bibliografici
Pubblicato in:Neuroimage
Autori principali: Eavani, Harini, Hsieh, Meng Kang, An, Yang, Erus, Guray, Beason-Held, Lori, Resnick, Susan, Davatzikos, Christos
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5460911/
https://ncbi.nlm.nih.gov/pubmed/26525656
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2015.10.045
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