Application of a Complex Network Modeling Approach to Explore the Material Basis and Mechanisms of Traditional Chinese Medicine: A Case Study of Xuefu Zhuyu Decoction for the Treatment of Two Types of Angina Pectoris

Application of a Complex Network Modeling Approach to Explore the Material Basis and Mechanisms of Traditional Chinese Medicine: A Case Study of Xuefu Zhuyu Decoction for the Treatment of Two Types of Angina Pectoris

The complex processes of action of Chinese medicines and their formulations can be studied in terms of complex heterogeneous networks, however multiple diseases are different from one disease. In this study, we proposed a graph neural network-based modelling strategy to explore the material basis an...

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Bibliographic Details
Main Authors: Guanpeng Qi, Aijun Zhang, Ze Xu, Zhaohang Li, Wenbo Zeng, Xin Liu, Juman Ma, Xiaosong Zheng, Zuojing Li
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Heterogeneous network
material basis
mechanism
multi-label classification
link prediction
Online Access:https://ieeexplore.ieee.org/document/9931710/

Internet

https://ieeexplore.ieee.org/document/9931710/

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