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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Academic Press
2020
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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 |