Transfer learning on T1-weighted images for brain age estimation

Transfer learning on T1-weighted images for brain age estimation

Due to both the hidden nature and the irreversibility of Alzheimers disease (AD), it has become the killer of the elderly and is thus the focus of much attention in the medical field. Radiologists compare the predicted brain age with the ground truth in order to provide a preliminary analysis of AD,...

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Bibliographic Details
Main Authors: Haitao Jiang, Jiajia Guo, Hongwei Du, Jinzhang Xu, Bensheng Qiu
Format: Article
Language:English
Published: AIMS Press 2019-05-01
Series:Mathematical Biosciences and Engineering
Subjects:
alzheimer’s disease
brain age
mr images
transfer learning
frontal lobe
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2019218?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2019218?viewType=HTML

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