Circular-SWAT for deep learning based diagnostic classification of Alzheimer's disease: application to metabolome data

BACKGROUND: Deep learning has shown potential in various scientific domains but faces challenges when applied to complex, high-dimensional multi-omics data. Alzheimer's Disease (AD) is a neurodegenerative disorder that lacks targeted therapeutic options. This study introduces the Circular-Slidi...

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Detalles Bibliográficos
Autores principales: Jo, Taeho, Kim, Junpyo, Bice, Paula, Huynh, Kevin, Wang, Tingting, Arnold, Matthias, Meikle, Peter J., Giles, Corey, Kaddurah-Daouk, Rima, Saykin, Andrew J., Nho, Kwangsik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579282/
https://www.ncbi.nlm.nih.gov/pubmed/37806288
http://dx.doi.org/10.1016/j.ebiom.2023.104820

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579282/
https://www.ncbi.nlm.nih.gov/pubmed/37806288
http://dx.doi.org/10.1016/j.ebiom.2023.104820

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