Neurology | Radiology An explainable deep learning framework for characterizing and interpreting human brain states. November 12, 2022
Chemistry | Drug Discovery | Pharmacology Fast Prediction of Lipophilicity of Organofluorine Molecules: Deep Learning-Derived Polarity Characters and Experimental Tests. October 12, 2022
Geophysics | Predictive Modeling An Early Warning System for Earthquake Prediction from Seismic Data Using Batch Normalized Graph Convolutional Neural Network with Attention Mechanism (BNGCNNATT). September 9, 2022
Bioinformatics | Computational Biology | Genetics GCNCMI: A Graph Convolutional Neural Network Approach for Predicting circRNA-miRNA Interactions. August 22, 2022
Neurology | Pediatrics A graph convolutional neural network for the automated detection of seizures in the neonatal EEG. June 19, 2022
Bioinformatics | Pharmacology SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning. April 12, 2022
Chemistry | Machine Learning Graph convolutional neural network applied to the prediction of normal boiling point. February 12, 2022
Neuroimaging | Neurology | Psychiatry MVS-GCN: A prior brain structure learning-guided multi-view graph convolution network for autism spectrum disorder diagnosis. January 23, 2022
Bioinformatics | Drug Development | Pharmacology DeepMGT-DTI: Transformer network incorporating multilayer graph information for Drug-Target interaction prediction. January 14, 2022
Cardiology | Radiology A deep-learning approach for direct whole-heart mesh reconstruction. September 20, 2021
Genomics | Oncology A graph convolutional neural network for gene expression data analysis with multiple gene networks. July 14, 2021
Chemoinformatics | Pharmacology | Toxicology MutagenPred-GCNNs: A Graph Convolutional Neural Network-Based Classification Model for Mutagenicity Prediction with Data-Driven Molecular Fingerprints. January 28, 2021