central moment Archives - IEEE Transactions on Biomedical Engineering (TBME)

February 28, 2022

Constructing Multi-view High-order Functional Connectivity Networks for Diagnosis of Autism Spectrum Disorder

Author(s)3: Feng Zhao, Xiangfei Zhang, Kim-Han Thung, Ning Mao, Seong-Whan Lee, Dinggang Shen

Constructing Multi-view High-order Functional Connectivity Networks for Diagnosis of Autism Spectrum Disorder https://www.embs.org/tbme/wp-content/uploads/sites/19/2022/02/TBME-02224-2020-Highlight-Image-1.gif 213 177 IEEE Transactions on Biomedical Engineering (TBME) IEEE Transactions on Biomedical Engineering (TBME) //www.embs.org/tbme/wp-content/uploads/sites/19/2022/06/ieee-tbme-logo2x.png February 28, 2022 July 7, 2022

To fully explore the discriminative information provided by different brain networks, a cluster-based multi-view high-order FCN (Ho-FCN) framework is proposed in this paper. Specifically, we first group the functional connectivity (FC) time series into different clusters and compute the multi-order central moment series for the FC time series in each cluster. Then we utilize the correlation of central moment series between different clusters to reveal the high-order FC relationships among multiple ROIs. read more