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Detection of Prodromal Alzheimer's Disease via Pattern Classification of MRI

We report evidence that computer-based high-dimensional pattern classification of MRI detects patterns of brain structure characterizing mild cognitive impairment (MCI), often a prodromal phase of Alzheimer's Disease (AD). 90% diagnostic accuracy was achieved, using cross-validation, for 30 par...

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Bibliografske podrobnosti
Main Authors: Davatzikos, Christos, Fan, Yong, Wu, Xiaoying, Shen, Dinggang, Resnick, Susan M
Format: Artigo
Jezik:Inglês
Izdano: 2006
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2323584/
https://ncbi.nlm.nih.gov/pubmed/17174012
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neurobiolaging.2006.11.010
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