Generalization of diffusion magnetic resonance imaging–based brain age prediction model through transfer learning
Abstract
Brain age prediction models using diffusion magnetic resonance imaging (dMRI) and machine learning techniques enable individual assessment of brain aging status in healthy people and patients with brain disorders. However, dMRI data are notorious for high intersite variability, prohibiting direct application of a model to the datasets obtained from other sites. In this study, we generalized the dMRI-based brain age model to different dMRI...
Paper Details
Title
Generalization of diffusion magnetic resonance imaging–based brain age prediction model through transfer learning
Published Date
Aug 1, 2020
Journal
Volume
217
Pages
116831 - 116831
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