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Quantifying uncertainty in brain-predicted age using scalar-on-image quantile regression

Prediction of subject age from brain anatomical MRI has the potential to provide a sensitive summary of brain changes, indicative of different neurodegenerative diseases. However, existing studies typically neglect the uncertainty of these predictions. In this work we take into account this uncertai...

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Detalles Bibliográficos
Autores principales: Palma, Marco, Tavakoli, Shahin, Brettschneider, Julia, Nichols, Thomas E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443707/
https://www.ncbi.nlm.nih.gov/pubmed/32502669
http://dx.doi.org/10.1016/j.neuroimage.2020.116938