SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

Keyphrases

• Drug Interactions 100%
• Encoder 100%
• Drug Combination 100%
• Effective Compounds 100%
• Molecular Graph 100%
• Drug Molecules 75%
• Molecule Structure 50%
• Electronic Health Records 25%
• Learning Module 25%
• Loss Function 25%
• Prescription Drugs 25%
• Benchmark Dataset 25%
• Molecules Models 25%
• Recommendation Model 25%
• Neural Network System 25%
• Multiple Chronic Conditions 25%
• Suboptimal Outcome 25%
• Interaction Levels 25%
• Deep Learning Methods 25%
• Fast Training 25%
• Recommendation Process 25%
• Jaccard Similarity 25%

Engineering

• Limitations 100%
• Similarities 50%
• Electronic Health Record 50%
• Loss Function 50%
• Artificial Intelligence 50%
• Deep Learning Method 50%

Medicine and Dentistry

• Drug Interaction 100%
• Combination Drug 100%
• Electronic Health Record 25%