Articles

Dual-channel deep graph convolutional neural networks

in Machine Learning and Artificial Intelligence

• Zhonglin Ye
• Zhuoran Li
• Gege Li
• Haixing Zhao

Classification of Cancer Types Using Graph Convolutional Neural Networks

in Computational Physics

• Ricardo Ramirez
• Yu-Chiao Chiu
• Allen Hererra
• Milad Mostavi
• Joshua Ramirez
• Yidong Chen
• Yufei Huang
• Yu-Fang Jin

Classification of Multiple Sclerosis Clinical Profiles via Graph Convolutional Neural Networks

in Neurodegeneration

• Aldo Marzullo
• Gabriel Kocevar
• Claudio Stamile
• Françoise Durand-Dubief
• Giorgio Terracina
• Francesco Calimeri
• Dominique Sappey-Marinier

Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks

in Computational Physiology and Medicine

• Felix Meister
• Tiziano Passerini
• Chloé Audigier
• Èric Lluch
• Viorel Mihalef
• Hiroshi Ashikaga
• Andreas Maier
• Henry Halperin
• Tommaso Mansi

Inferred global dense residue transition graphs from primary structure sequences enable protein interaction prediction via directed graph convolutional neural networks

in Integrative Bioinformatics

• Islam Akef Ebeid
• Haoteng Tang
• Pengfei Gu

Application of graph frequency attention convolutional neural networks in depression treatment response

in Computational Psychiatry

• Zihe Lu
• Jialin Wang
• Fengqin Wang
• Zhoumin Wu

EEG-based emotion recognition using graph convolutional neural network with dual attention mechanism

• Wei Chen
• Yuan Liao
• Rui Dai
• Yuanlin Dong
• Liya Huang

A graph neural architecture search approach for identifying bots in social media

in Machine Learning and Artificial Intelligence

• Georgios Tzoumanekas
• Michail Chatzianastasis
• Loukas Ilias
• George Kiokes
• John Psarras
• Dimitris Askounis

MONSTROUS: a web-based chemical-transporter interaction profiler

in Drug Metabolism and Transport

• Mohamed Diwan M. AbdulHameed
• Souvik Dey
• Zhen Xu
• Ben Clancy
• Valmik Desai
• Anders Wallqvist

Spectral graph convolutional neural network for Alzheimer's disease diagnosis and multi-disease categorization from functional brain changes in magnetic resonance images

• Hadeel Alharbi
• Roben A. Juanatas
• Abdullah Al Hejaili
• Se-jung Lim

Classification of epileptic seizures in EEG data based on iterative gated graph convolution network

• Yue Hu
• Jian Liu
• Rencheng Sun
• Yongqiang Yu
• Yi Sui