Bioinformatics | Pharmacology GCNGAT: Drug-disease association prediction based on graph convolution neural network and graph attention network. March 29, 2024
Bioinformatics | Drug Discovery | Pharmacology Drug Repositioning via Graph Neural Networks: Identifying Novel JAK2 Inhibitors from FDA-Approved Drugs through Molecular Docking and Biological Validation. March 28, 2024
Bioinformatics | Pharmacology Drug repositioning with adaptive graph convolutional networks. December 9, 2023
Pharmacology | Precision Medicine Enhancing Drug Repositioning through Local Interactive Learning with Bilinear Attention Networks. November 21, 2023
Oncology | Pharmacology Vismodegib Identified as a Novel COX-2 Inhibitor via Deep-Learning-Based Drug Repositioning and Molecular Docking Analysis. September 25, 2023
Bioinformatics | Drug Discovery | Pharmacology StackCPA: A stacking model for compound-protein binding affinity prediction based on pocket multi-scale features. July 26, 2023
Bioinformatics | Oncology DeepsmirUD: Prediction of Regulatory Effects on microRNA Expression Mediated by Small Molecules Using Deep Learning. February 11, 2023
Bioinformatics | Drug Development | Pharmacology DRONet: effectiveness-driven drug repositioning framework using network embedding and ranking learning. December 23, 2022
Bioinformatics | Computational Biology | Pharmacology Drug-Disease Association Prediction Using Heterogeneous Networks for Computational Drug Repositioning. October 30, 2022
Computational Biology | Pharmacology REDDA: Integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction. October 1, 2022
Immunology | Pharmacology | Virology Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to develop fast-track repositioning of drugs against COVID-19. September 30, 2022
Artificial Intelligence | Bioinformatics | Pharmacology A geometric deep learning framework for drug repositioning over heterogeneous information networks. September 20, 2022