Bioinformatics | Computational Chemistry | Pharmacology MalariaFlow: A comprehensive deep learning platform for multistage phenotypic antimalarial drug discovery. August 22, 2024
Computer Science | Ophthalmology GKE-TUNet: Geometry-Knowledge Embedded TransUNet Model for Retinal Vessel Segmentation Considering Anatomical Topology. August 13, 2024
Antimicrobial Resistance | Bioinformatics | Drug design PGAT-ABPp: Harnessing Protein Language Models and Graph Attention Networks for Antibacterial Peptide Identification with Remarkable Accuracy. August 9, 2024
Bioinformatics | Computational Biology Predicting Antimicrobial Peptides Using ESMFold-Predicted Structures and ESM-2-Based Amino Acid Features with Graph Deep Learning. May 13, 2024
Bioinformatics | Genomics MMGAT: a graph attention network framework for ATAC-seq motifs finding. April 20, 2024
COVID-19 Therapy | Drug Repurposing | Pharmacology Attention Mechanism-Based Graph Neural Network Model for Effective Activity Prediction of SARS-CoV-2 Main Protease Inhibitors: Application to Drug Repurposing as Potential COVID-19 Therapy. November 14, 2023
Bioinformatics | Chemoinformatics | Pharmacology | Traditional Medicine Graph Attention Network based mapping of knowledge relations between chemical spaces of Nuclear factor kappa B and Centella asiatica. September 21, 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 | Machine Learning NGCICM: A Novel Deep Learning-Based Method for Predicting circRNA-MiRNA Interactions. April 7, 2023
Bioinformatics | Chemistry | Pharmacology A novel hybrid framework for metabolic pathways prediction based on the graph attention network. September 28, 2022
Computer Science | Engineering | Telecommunications Cooperative Downloading for LEO Satellite Networks: A DRL-Based Approach. September 28, 2022