Articles

Graph-Based Multi-Scale Spatiotemporal Modelling for Precision Classification of Neurological Disorders

in Precision Medicine

• Haewon Byeon
• Ismail Keshta
• Mukesh Soni
• Amina Salhi
• Marwah A. Halwani
• Zepa Yang
• Yunyoung Nam

Multi-branch fusion graph neural network based on multi-head attention for childhood seizure detection

in Computational Physiology and Medicine

• Yang Li
• Yang Yang
• Shangling Song
• Hongjun Wang
• Mengzhou Sun
• Xiaoyun Liang
• Penghui Zhao
• Baiyang Wang
• Na Wang
• Qiyue Sun

A Concurrent Fault Diagnosis Method of Transformer Based on Graph Convolutional Network and Knowledge Graph

in Process and Energy Systems Engineering

• Liqing Liu
• Bo Wang
• Fuqi Ma
• Quan Zheng
• Liangzhong Yao
• Chi Zhang
• Mohamed A. Mohamed

Shear wave velocity prediction using bidirectional recurrent gated graph convolutional network with total information embeddings

in Environmental Informatics and Remote Sensing

• David Cova
• Yang Liu

Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network

• Xin Chen
• Yuanjie Zheng
• Changxu Dong
• Sutao Song

Using Graph Attention Network and Graph Convolutional Network to Explore Human CircRNA–Disease Associations Based on Multi-Source Data

in RNA

• Guanghui Li
• Diancheng Wang
• Yuejin Zhang
• Cheng Liang
• Qiu Xiao
• Jiawei Luo

Landslide susceptibility evaluation based on active deformation and graph convolutional network algorithm

in Geohazards and Georisks

• Xianmin Wang
• Aiheng Du
• Fengchang Hu
• Zhiwei Liu
• Xinlong Zhang
• Lizhe Wang
• Haixiang Guo

MiRNA-Drug Resistance Association Prediction Through the Attentive Multimodal Graph Convolutional Network

in Experimental Pharmacology and Drug Discovery

• Yanqing Niu
• Congzhi Song
• Yuchong Gong
• Wen Zhang

A classification model of power operation inspection defect texts based on graph convolutional network

in Smart Grids

• Junhua Hu
• Bingyan Guo
• Weidan Yan
• Jiaju Lin
• Chen Li
• Yunfeng Yan

Diagnosis of COVID-19 Pneumonia Based on Graph Convolutional Network

in Pulmonary Medicine

• Xiaoling Liang
• Yuexin Zhang
• Jiahong Wang
• Qing Ye
• Yanhong Liu
• Jinwu Tong

Classification of Microcalcification Clusters Using Bilateral Features Based on Graph Convolutional Network

in Breast Cancer

• Yaqin Zhang
• Jiayue Han
• Binghui Chen
• Lin Chang
• Ting Song
• Guanxiong Cai

Deep deterministic policy gradient and graph convolutional network for bracing direction optimization of grid shells

in Computational Methods in Structural Engineering

• Chi-tathon Kupwiwat
• Kazuki Hayashi
• Makoto Ohsaki

An Invertible Dynamic Graph Convolutional Network for Multi-Center ASD Classification

in Brain Imaging Methods

• Yueying Chen
• Aiping Liu
• Xueyang Fu
• Jie Wen
• Xun Chen

Identifying SM-miRNA associations based on layer attention graph convolutional network and matrix decomposition

in Biological Modeling and Simulation

• Jie Ni
• Xiaolong Cheng
• Tongguang Ni
• Jiuzhen Liang

On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks

in Fluid Mechanics

• Yue Sun
• Chao Chen
• Yuesheng Xu
• Sihong Xie
• Rick S. Blum
• Parv Venkitasubramaniam

Prediction of drug–disease associations based on reinforcement symmetric metric learning and graph convolution network

in Translational Pharmacology

• Huimin Luo
• Chunli Zhu
• Jianlin Wang
• Ge Zhang
• Junwei Luo
• Chaokun Yan