Advancing Drug-Drug Interaction Prediction using Multi-Modal Feature Integration with Graph Neural Networks

Keyphrases

• Feature Integration 100%
• Graph Neural Network 100%
• Drug-target Interaction Prediction 100%
• Graph Attention Network 66%
• Graph Convolutional Network 66%
• Knowledge Graph 66%
• Drug Interactions 66%
• Performance Improvement 33%
• Significant Risk Factors 33%
• Medical Conditions 33%
• Feature Vector 33%
• Molecular Features 33%
• Link Prediction 33%
• Diverse Data 33%
• Multimodal Integration 33%
• Integration Performance 33%
• Feature Graph 33%
• ChemBERTa 33%
• Medication Safety 33%
• Bert 33%
• Transformer-Based Embeddings 33%
• Data Modality 33%
• Pharmaceutical Therapy 33%
• DrugBank 33%
• NN Architecture 33%
• GraphSAGE 33%
• PubChem 33%
• Network Attention 33%
• Polypharmacy 33%

Computer Science

• Graph Neural Network 100%
• Graph Attention Network 66%
• Graph Convolutional Network 66%
• Knowledge Graph 66%
• Feature Vector 33%
• Link Prediction 33%
• Medical Condition 33%
• Dimensional Feature 33%