Bioinformatics | Machine Learning | Pharmacology MPHGCL-DDI: Meta-Path-Based Heterogeneous Graph Contrastive Learning for Drug-Drug Interaction Prediction. June 19, 2024
Artificial Intelligence | Pharmacology A Novel Deep Learning Model for Drug-drug Interactions. May 28, 2024
Drug Discovery | Machine Learning | Pharmacology Evaluation of machine learning models for cytochrome P450 3A4, 2D6, and 2C9 inhibition. March 28, 2024
Bioinformatics | Machine Learning | Pharmacology A GraphSAGE-based model with fingerprints only to predict drug-drug interactions. March 8, 2024
Bioinformatics | Computational Biology | Pharmacology Drug-drug interactions prediction based on deep learning and knowledge graph: A review. February 26, 2024
Clinical Medicine | Pharmacology Are polypharmacy side effects predicted by public data still valid in real-world data? February 2, 2024
Pharmacology A low-cost machine learning framework for predicting drug-drug interactions based on fusion of multiple features and a parameter self-tuning strategy. February 2, 2024
Machine Learning | Pharmacology Learning self-supervised molecular representations for drug-drug interaction prediction. January 30, 2024
Bioinformatics | Pharmacology An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network. January 10, 2024
Bioinformatics | Computer Science | Pharmacology Comprehensive Review of Drug-Drug Interaction Prediction Based on Machine Learning: Current Status, Challenges, and Opportunities. December 22, 2023
Clinical Pharmacology | Pharmacology Drug-drug interaction prediction: databases, web servers and computational models. December 19, 2023