Machine learning for brain age prediction: Introduction to methods and clinical applications

Author:

Baecker LeaORCID,Garcia-Dias Rafael,Vieira Sandra,Scarpazza Cristina,Mechelli Andrea

Publisher

Elsevier BV

Subject

General Biochemistry, Genetics and Molecular Biology,General Medicine

Reference89 articles.

1. Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters;Franke;Neuroimage,2010

2. Introduction to machine learning;Vieira,2020

3. Predicting age using neuroimaging: Innovative brain ageing biomarkers;Cole;Trends Neurosci,2017

4. Brain age predicts mortality;Cole;Mol Psychiatry,2018

5. Brain Age Prediction With Morphological Features Using Deep Neural Networks: Results From Predictive Analytic Competition 2019;Lombardi;Front Psychiatry,2021

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