Machine Learning on Visibility Graph Features Discriminates the Cognitive Event-Related Potentials of Patients with Early Alzheimer’s Disease from Healthy Aging

We present a framework for electroencephalography (EEG)-based classification between patients with Alzheimer’s Disease (AD) and robust normal elderly (RNE) via a graph theory approach using visibility graphs (VGs). This EEG VG approach is motivated by research that has demonstrated differences betwe...

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Detalles Bibliográficos
Autores principales: Zhang, Jesse, Xia, Jiangyi, Liu, Xin, Olichney, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216358/
https://www.ncbi.nlm.nih.gov/pubmed/37239242
http://dx.doi.org/10.3390/brainsci13050770

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216358/
https://www.ncbi.nlm.nih.gov/pubmed/37239242
http://dx.doi.org/10.3390/brainsci13050770

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