Data Analytics | Health Insurance Fraud Detection | Healthcare Fraud Prevention Health insurance fraud detection based on multi-channel heterogeneous graph structure learning. May 2, 2024
Pulmonology | Radiology Human-airway surface mesh smoothing based on graph convolutional neural networks. February 11, 2024
Structural Engineering Application of Graph Convolutional Neural Networks Combined with Single-Model Decision-Making Fusion Neural Networks in Structural Damage Recognition. December 9, 2023
Neurology | Radiology Graph-Based Disease Prediction in Neuroimaging: Investigating the Impact of Feature Selection. July 24, 2023
Artificial Intelligence | Natural Language Processing Relation extraction: advancements through deep learning and entity-related features. June 16, 2023
Machine Learning | Materials Science | Polymer Science Machine Learning with Enormous “Synthetic” Data Sets: Predicting Glass Transition Temperature of Polyimides Using Graph Convolutional Neural Networks. December 12, 2022
Chemistry | Machine Learning Novel Solubility Prediction Models: Molecular Fingerprints and Physicochemical Features vs Graph Convolutional Neural Networks. April 22, 2022
Cardiology | Computational Biology Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks. November 4, 2021
Genomics | Oncology A graph convolutional neural network for gene expression data analysis with multiple gene networks. July 14, 2021
Oncology | Precision Medicine Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer. March 12, 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