Bioinformatics | Computational Biology | Pharmacology GSRF-DTI: a framework for drug-target interaction prediction based on a drug-target pair network and representation learning on a large graph. July 17, 2024
Bioinformatics | Computational Biology | Genomics Inferring gene regulatory networks from single-cell transcriptomics based on graph embedding. May 29, 2024
Audio Analysis | Environmental Science | Graph Neural Networks Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks. April 13, 2024
Bioinformatics | Machine Learning | Pharmacology A GraphSAGE-based model with fingerprints only to predict drug-drug interactions. March 8, 2024
Other Efficient prediction of peptide self-assembly through sequential and graphical encoding. November 17, 2023
Neurology | Psychiatry Extracting default mode network based on graph neural network for resting state fMRI study. August 9, 2023
Deep Learning | Neurology | Psychiatry Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity. April 10, 2023
Bioinformatics | Computational Biology Automatic disease prediction from human gut metagenomic data using boosting GraphSAGE. April 2, 2023
Bioinformatics | Virology Structural analysis of SARS-CoV-2 Spike protein variants through graph embedding. December 12, 2022
Other CoaDTI: multi-modal co-attention based framework for drug-target interaction annotation. October 24, 2022
Biomedical Research | Life Sciences A Recommender for Research Collaborators Using Graph Neural Networks. August 18, 2022
Microbiology Hierarchical Microbial Functions Prediction by Graph Aggregated Embedding. February 15, 2021