BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment

Effective connectivity estimation plays a crucial role in understanding the interactions and information flow between different brain regions. However, the functional time series used for estimating effective connectivity is derived from certain software, which may lead to large computing errors bec...

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Veröffentlicht in:	IEEE transactions on automation science and engineering 2024-07, p.1-13
Hauptverfasser:	Zuo, Qiankun, Chen, Ling, Shen, Yanyan, Ng, Michael Kwok-Po, Lei, Baiying, Wang, Shuqiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain diffuser Brain modeling Data models effective connectivity Estimation Functional magnetic resonance imaging graph transformer mild cognitive impairment Noise reduction structure-function denoising Time series analysis Transformers
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