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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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Lombardi, Angela, Diacono, Domenico, Amoroso, Nicola, Monaco, Alfonso, Tavares, João Manuel R. S., Bellotti, Roberto, Tangaro, Sabina
Format: Online Artikel Text
Sprache:English
Veröffentlicht: Frontiers Media S.A. 2021
Schlagworte:
Online Zugang: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