COLLATOR: Consistent spatial–temporal longitudinal atlas construction via implicit neural representation

Longitudinal brain atlases that present brain development trend along time, are essential tools for brain development studies. However, conventional methods construct these atlases by independently averaging brain images from different individuals at discrete time points. This approach could introdu...

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Veröffentlicht in:	Medical image analysis 2025-02, Vol.100, p.103396, Article 103396
Hauptverfasser:	Chen, Lixuan, Tian, Xuanyu, Wu, Jiangjie, Lao, Guoyan, Zhang, Yuyao, Wei, Hongjiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Atlases as Topic Brain - diagnostic imaging Child Humans Image denoising Imaging, Three-Dimensional - methods Implicit neural representation Longitudinal brain atlases Longitudinal Studies Magnetic Resonance Imaging - methods Spatio-Temporal Analysis
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