Network Analysis of Depression Using Magnetoencephalogram Based on Polynomial Kernel Granger Causality

Network Analysis of Depression Using Magnetoencephalogram Based on Polynomial Kernel Granger Causality

Depression is a psychiatric disorder characterized by anxiety, pessimism, and suicidal tendencies, which has serious impact on human’s life. In this paper, we use Granger causality index based on polynomial kernel as network node connectivity coefficient to construct brain networks from the magnetoe...

Full description

Bibliographic Details
Main Authors: Yijia Ma, Jing Qian, Qizhang Gu, Wanyi Yi, Wei Yan, Jianxuan Yuan, Jun Wang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
brain network
magnetoencephalogram
Granger causality
kernel function
Online Access:https://www.mdpi.com/1099-4300/25/9/1330

Internet

https://www.mdpi.com/1099-4300/25/9/1330

Similar Items