Bioinformatics | Genomics SFINN: inferring gene regulatory network from single-cell and spatial transcriptomic data with shared factor neighborhood and integrated neural network. July 1, 2024
Cardiology | Radiology Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data. June 20, 2024
Neurology | Psychiatry Automated diagnosis of schizophrenia based on spatial-temporal residual graph convolutional network. June 17, 2024
Bioinformatics | Computational Biology | Oncology Exploring potential circRNA biomarkers for cancers based on double-line heterogeneous graph representation learning. June 6, 2024
Bioinformatics | Computational Biology Similarity-guided Graph Contrastive Learning for LncRNA-disease Association Prediction. May 16, 2024
Other AAGCN: a graph convolutional neural network with adaptive feature and topology learning. May 2, 2024
Clinical decision support systems | Intensive Care Medicine | Machine Learning Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network. March 21, 2024
Bioinformatics | Computational Biology | Drug Research SGPocket: A New Graph Convolutional Neural Network for Ligand-protein Binding Site Prediction. March 12, 2024
Other DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition. March 4, 2024
Neurology | Psychiatry Regional-asymmetric Adaptive Graph Convolutional Neural Network for Diagnosis of Autism in Children with Resting-state EEG. December 25, 2023
Geriatrics | Neurology Two-stream Graph Convolutional Networks with Task-specific Loss for Dual-task Gait Analysis. December 12, 2023
Other Graph convolutional network and self-attentive for sequential recommendation. December 11, 2023