Bioinformatics | Drug Discovery | Pharmacology A Hierarchical Graph Neural Network Framework for Predicting Protein-Protein Interaction Modulators with Functional Group Information and Hypergraph Structure. April 2, 2024
Bioinformatics | Pharmacology CAT-DTI: cross-attention and Transformer network with domain adaptation for drug-target interaction prediction. April 2, 2024
Bioinformatics | Oncology | Pharmacology MFSynDCP: multi-source feature collaborative interactive learning for drug combination synergy prediction. April 2, 2024
Geriatrics | Oncology | Pharmacology Transcriptome-based deep learning analysis identifies drug candidates targeting protein synthesis and autophagy for the treatment of muscle wasting disorder. March 31, 2024
Drug Research and Development | Pharmacology MS-BACL: enhancing metabolic stability prediction through bond graph augmentation and contrastive learning. March 30, 2024
Oncology | Pharmacology | Precision Medicine D3EGFR: a webserver for deep learning-guided drug sensitivity prediction and drug response information retrieval for EGFR mutation-driven lung cancer. March 30, 2024
Bioinformatics | Pharmacology GCNGAT: Drug-disease association prediction based on graph convolution neural network and graph attention network. March 29, 2024
Bioinformatics | Pharmacology Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning. March 29, 2024
Drug Discovery | Machine Learning | Pharmacology Evaluation of machine learning models for cytochrome P450 3A4, 2D6, and 2C9 inhibition. March 28, 2024
Bioinformatics | Computational Biology | Drug Discovery | Pharmacology Absorption Distribution Metabolism Excretion and Toxicity Property Prediction Utilizing a Pre-Trained Natural Language Processing Model and Its Applications in Early-Stage Drug Development. March 28, 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
Artificial Intelligence | Bioinformatics | Pharmacology GraphormerDTI: A graph transformer-based approach for drug-target interaction prediction. March 28, 2024