AIMC Topic: Cognitive Dysfunction

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Multimodal manifold-regularized transfer learning for MCI conversion prediction.

Brain imaging and behavior Dec 1, 2015
As the early stage of Alzheimer's disease (AD), mild cognitive impairment (MCI) has high chance to convert to AD. Effective prediction of such conversion from MCI to AD is of great importance for early diagnosis of AD and also for evaluating AD risk ...
Humans Databases, Factual Brain Prognosis Aged Aged, 80 and over Middle Aged Disease Progression Diagnosis, Computer-Assisted Cognitive Dysfunction ROC Curve Magnetic Resonance Imaging Multimodal Imaging Least-Squares Analysis Supervised Machine Learning Alzheimer Disease Positron-Emission Tomography Pattern Recognition, Automated
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Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis.

Neuroinformatics Jul 1, 2015
Research on an early detection of Mild Cognitive Impairment (MCI), a prodromal stage of Alzheimer's Disease (AD), with resting-state functional Magnetic Resonance Imaging (rs-fMRI) has been of great interest for the last decade. Witnessed by recent s...
Humans Brain Female Aged Male Cognitive Dysfunction Image Processing, Computer-Assisted Support Vector Machine Magnetic Resonance Imaging Regression Analysis Brain Mapping
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Defining multivariate normative rules for healthy aging using neuroimaging and machine learning: an application to Alzheimer's disease.

Journal of Alzheimer's disease : JAD Jan 1, 2015
BACKGROUND: Neuroimaging techniques combined with computational neuroanatomy have been playing a role in the investigation of healthy aging and Alzheimer's disease (AD). The definition of normative rules for brain features is a crucial step to establ...
Humans Databases, Factual Brain Female Aged Aged, 80 and over Sensitivity and Specificity Male Aging Middle Aged Cognitive Dysfunction Support Vector Machine Magnetic Resonance Imaging Unsupervised Machine Learning Organ Size Alzheimer Disease Image Interpretation, Computer-Assisted Pattern Recognition, Automated Multivariate Analysis
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