Bayesian Optimization for Neuroimaging Pre-processing in Brain Age Classification and Prediction

Neuroimaging-based age prediction using machine learning is proposed as a biomarker of brain aging, relating to cognitive performance, health outcomes and progression of neurodegenerative disease. However, even leading age-prediction algorithms contain measurement error, motivating efforts to improv...

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Detalles Bibliográficos
Autores principales: Lancaster, Jenessa, Lorenz, Romy, Leech, Rob, Cole, James H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5816033/
https://www.ncbi.nlm.nih.gov/pubmed/29483870
http://dx.doi.org/10.3389/fnagi.2018.00028

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5816033/
https://www.ncbi.nlm.nih.gov/pubmed/29483870
http://dx.doi.org/10.3389/fnagi.2018.00028

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