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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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Main Authors: Goldsmith, Jeff, Crainiceanu, Ciprian M., Caffo, Brian, Reich, Daniel
格式: Artigo
語言:Inglês
出版: 2012
主題:
在線閱讀: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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