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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...

Fuld beskrivelse

Bibliografiske detaljer
Autores principales: Lombardi, Angela, Diacono, Domenico, Amoroso, Nicola, Monaco, Alfonso, Tavares, João Manuel R. S., Bellotti, Roberto, Tangaro, Sabina
Format: Online Artículo Texto
Sprog:English
Udgivet: Frontiers Media S.A. 2021
Fag:
Online adgang: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