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Explainable Deep Learning for Personalized Age Prediction With Brain Morphology

Predicting brain age has become one of the most attractive challenges in computational neuroscience due to the role of the predicted age as an effective biomarker for different brain diseases and conditions. A great variety of machine learning (ML) approaches and deep learning (DL) techniques have b...

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Detalhes bibliográficos
Autores principales: Lombardi, Angela, Diacono, Domenico, Amoroso, Nicola, Monaco, Alfonso, Tavares, João Manuel R. S., Bellotti, Roberto, Tangaro, Sabina
Formato: Online Artigo Texto
Idioma:English
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8192966/
https://www.ncbi.nlm.nih.gov/pubmed/34122000
http://dx.doi.org/10.3389/fnins.2021.674055