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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2018
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| Materias: | |
| 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 |