Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification

• Asıl Yazarlar: Huifang Huang (Yazar), Qian Liu (Yazar), Yiqiao Jiang (Yazar), Qingyu Yang (Yazar), Xiaofeng Zhu (Yazar), Yang Li (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2022-01-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

Most existing methods of constructing dynamic functional connectivity (dFC) network obtain the connectivity strength via the sliding window correlation (SWC) method, which estimates the connectivity strength at each time segment, rather than at each time point, and thus is difficult to produce accur...