Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer’s Disease in Mild Cognitive Impairment

Mild Cognitive Impairment (MCI) is a transitional stage between normal age-related cognitive decline and Alzheimer’s disease (AD). Here we introduce a hyperbolic space sparse coding method to predict impending decline of MCI patients to dementia using surface measures of ventricular enlargement. Fir...

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Pubblicato in:Med Image Comput Comput Assist Interv
Autori principali: Zhang, Jie, Shi, Jie, Stonnington, Cynthia, Li, Qingyang, Gutman, Boris A., Chen, Kewei, Reiman, Eric M., Caselli, Richard J., Thompson, Paul M., Ye, Jieping, Wang, Yalin
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5217478/
https://ncbi.nlm.nih.gov/pubmed/28066843
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-46720-7_38
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