Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction

•One of the earliest studies on macaque monkey brain age prediction using MRI data.•Multi-scale functional connectivity patterns are fused for brain age prediction.•A novel multi-branch vision transformer model is introduced for multi-scale fusion.•Multi-scale functional connectivity patterns and br...

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Veröffentlicht in:	Neural networks 2024-11, Vol.179, p.106592, Article 106592
Hauptverfasser:	Zhou, Jingchao, Chen, Yuzhong, Jin, Xuewei, Mao, Wei, Xiao, Zhenxiang, Zhang, Songyao, Zhang, Tuo, Liu, Tianming, Kendrick, Keith, Jiang, Xi
Format:	Artikel
Sprache:	eng
Schlagworte:	Aging - physiology Animals Brain - diagnostic imaging Brain - physiology Brain age Brain Mapping - methods Deep Learning Macaca mulatta Macaque Magnetic Resonance Imaging Male Multi-scale functional connectivity Neural Networks, Computer Vision transformer
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