Identification of conversion from mild cognitive impairment to Alzheimer's disease using multivariate predictors

Prediction of conversion from mild cognitive impairment (MCI) to Alzheimer's disease (AD) is of major interest in AD research. A large number of potential predictors have been proposed, with most investigations tending to examine one or a set of related predictors. In this study, we simultaneou...

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Veröffentlicht in:	PloS one 2011-07, Vol.6 (7), p.e21896-e21896
Hauptverfasser:	Cui, Yue, Liu, Bing, Luo, Suhuai, Zhen, Xiantong, Fan, Ming, Liu, Tao, Zhu, Wanlin, Park, Mira, Jiang, Tianzi, Jin, Jesse S
Format:	Artikel
Sprache:	eng
Schlagworte:	Activities of daily living Advertising executives Aged Aging Alzheimer Disease - cerebrospinal fluid Alzheimer Disease - diagnosis Alzheimer Disease - etiology Alzheimer's disease Alzheimers disease Automation Bioindicators Biomarkers Biomarkers - cerebrospinal fluid Brain research Cerebrospinal fluid Cognitive ability Cognitive Dysfunction - cerebrospinal fluid Cognitive Dysfunction - complications Cognitive Dysfunction - diagnosis Communication Computer science Conversion Dementia Diagnostic imaging Disease Progression Feature extraction Female Humans Image Processing, Computer-Assisted Impairment Information technology Laboratories Magnetic resonance Magnetic Resonance Imaging Male Medical imaging Medical research Medicine Morphometry Neurodegenerative diseases Neuroimaging Neurology Neuropsychological Tests NMR Nuclear magnetic resonance Pattern recognition Predictions Predictive Value of Tests Support Vector Machine Support vector machines
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