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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Bibliographic Details
Main Authors: Palma, M, Tavakoli, S, Brettschneider, J, Nichols, TE, Alzheimer’s Disease Neuroimaging Initiative
Format: Journal article
Language:English
Published: Elsevier 2020