Predicting Clinical Scores from Magnetic Resonance Scans in Alzheimer's Disease

Machine learning and pattern recognition methods have been used to diagnose Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI) from individual MRI scans. Another application of such methods is to predict clinical scores from individual scans. Using relevance vector regression (RVR), w...

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Главные авторы: Stonnington, Cynthia M., Chu, Carlton, Klöppel, Stefan, Jack, Clifford R, Ashburner, John, Frackowiak, Richard S.J.
Формат: Artigo
Язык:Inglês
Опубликовано: 2010
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Article
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC2871976/
https://ncbi.nlm.nih.gov/pubmed/20347044
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2010.03.051
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