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Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review

The concept of ‘brain age’, derived from neuroimaging data, serves as a crucial biomarker reflecting cognitive vitality and neurodegenerative trajectories. In the past decade, machine learning (ML) and deep learning (DL) integration has transformed the field, providing advanced models for brain age...

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Principais autores: Yutong Wu, Hongjian Gao, Chen Zhang, Xiangge Ma, Xinyu Zhu, Shuicai Wu, Lan Lin
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-08-01
Serier:Tomography
Fag:
machine learning
deep learning
brain age prediction
lifespan brain age
neuroimaging
Online adgang:https://www.mdpi.com/2379-139X/10/8/93
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