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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...
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| Vydáno v: | Front Aging Neurosci |
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| Hlavní autoři: | , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Frontiers Media S.A.
2018
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5816033/ https://ncbi.nlm.nih.gov/pubmed/29483870 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnagi.2018.00028 |
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