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

• Үндсэн зохиолчид: Weigang Cui (Зохиогч), Yulan Ma (Зохиогч), Jianxun Ren (Зохиогч), Jingyu Liu (Зохиогч), Guolin Ma (Зохиогч), Hesheng Liu (Зохиогч), Yang Li (Зохиогч)
• Формат: Ном
• Хэвлэсэн: IEEE, 2023-01-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: 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...