Neurology | Psychiatry TSP-GNN: a novel neuropsychiatric disorder classification framework based on task-specific prior knowledge and graph neural network. January 8, 2024
Artificial Intelligence | Robotics End-to-end decentralized formation control using a graph neural network-based learning method. November 29, 2023
Neurology | Psychiatry Imputing Brain Measurements Across Data Sets via Graph Neural Networks. November 10, 2023
Machine Learning | Oncology | Pathology Automated prediction of acute promyelocytic leukemia from flow cytometry data using a graph neural network pipeline. October 25, 2023
Biology | Microscopy Memory-efficient semantic segmentation of large microscopy images using graph-based neural networks. October 21, 2023
Health Informatics | Medical Informatics Multi-gate Mixture of Multi-view Graph Contrastive Learning on Electronic Health Record. October 18, 2023
Bioinformatics | Genomics | Oncology MSI-XGNN: an explainable GNN computational framework integrating transcription- and methylation-level biomarkers for microsatellite instability detection. October 14, 2023
Bioinformatics | Pharmacology Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling. September 9, 2023
Cell Biology | Pathology Differentiable optimization layers enhance GNN-based mitosis detection. August 31, 2023
Bioinformatics | Genetics | Oncology Heterogeneous graph framework for predicting the association between lncRNA and disease and case on uterine fibroid. August 24, 2023
Oncology | Pharmacology XMR: an explainable multimodal neural network for drug response prediction. August 21, 2023
Neurology | Neurophysiology EEG Signal Epilepsy Detection with a Weighted Neighbour Graph Representation and Two-stream Graph-based Framework. July 28, 2023