Personalized Functional Connectivity Based Spatio-Temporal Aggregated Attention Network for MCI Identification

• Main Authors: Weigang Cui (Author), Yulan Ma (Author), Jianxun Ren (Author), Jingyu Liu (Author), Guolin Ma (Author), Hesheng Liu (Author), Yang Li (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Functional connectivity (FC) networks deri- ved from resting-state magnetic resonance image (rs-fMRI) are effective biomarkers for identifying mild cognitive impairment (MCI) patients. However, most FC identification methods simply extract features from group-averaged brain templates, and neglect in...