Bioinformatics | Computational Biology | Microbiology Predicting the hosts of prokaryotic viruses using GCN-based semi-supervised learning. November 25, 2021
Biological Research | Biomedical Research Single-cell classification using graph convolutional networks. July 9, 2021
Chemistry | Pharmaceutical Sciences DeepAtomicCharge: a new graph convolutional network-based architecture for accurate prediction of atomic charges. May 22, 2021
Neuroimaging | Neurology | Psychiatry Ensemble manifold regularized multi-modal graph convolutional network for cognitive ability prediction. May 11, 2021
Bioinformatics | Biology Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map. February 9, 2021
Bioinformatics | Metabolomics Deep-DRM: a computational method for identifying disease-related metabolites based on graph deep learning approaches. October 13, 2020
Disaster Management | Meteorology Classification and Prediction of Typhoon Levels by Satellite Cloud Pictures through GC-LSTM Deep Learning Model. September 14, 2020
Computational Chemistry | Drug design DeepAtomicCharge: a new graph convolutional network-based architecture for accurate prediction of atomic charges. August 24, 2020
Intelligent Transportation Research Multitask Learning and GCN-Based Taxi Demand Prediction for a Traffic Road Network. July 8, 2020
Oncology Deep graph embedding for prioritizing synergistic anticancer drug combinations. March 10, 2020
Chemistry | Pharmacology Enhanced Deep-Learning Prediction of Molecular Properties via Augmentation of Bond Topology. August 23, 2019