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Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements

We describe and analyze a longitudinal diffusion tensor imaging (DTI) study relating changes in the microstructure of intracranial white matter tracts to cognitive disability in multiple sclerosis patients. In this application the scalar outcome and the functional exposure are measured longitudinall...

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Bibliografski detalji
Glavni autori: Goldsmith, Jeff, Crainiceanu, Ciprian M., Caffo, Brian, Reich, Daniel
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3366511/
https://ncbi.nlm.nih.gov/pubmed/22679339
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1467-9876.2011.01031.x
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