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Topological Pattern Recognition of Severe Alzheimer's Disease via Regularized Supervised Learning of EEG Complexity

Alzheimer's disease (AD) is a progressive brain disorder with gradual memory loss that correlates to cognitive deficits in the elderly population. Recent studies have shown the potentials of machine learning algorithms to identify biomarkers and functional brain activity patterns across various...

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Podrobná bibliografie
Vydáno v:Front Neurosci
Hlavní autoři: Fan, Miaolin, Yang, Albert C., Fuh, Jong-Ling, Chou, Chun-An
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6180281/
https://ncbi.nlm.nih.gov/pubmed/30337850
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00685
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