Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images.

IEEE Journal of Biomedical and Health Informatics(2017)

引用 130|浏览57
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摘要
Structural magnetic resonance imaging (MRI) has been proven to be an effective tool for Alzheimer's disease (AD) diagnosis. While conventional MRI-based AD diagnosis typically uses images acquired at a single time point, a longitudinal study is more sensitive in detecting early pathological changes of AD, making it more favorable for accurate diagnosis. In general, there are two challenges faced i...
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关键词
Feature extraction,Training,Magnetic resonance imaging,Alzheimer's disease,Testing,Image segmentation
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