ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

Keyphrases

• Temporal Constraints 100%
• Electronic Health Records 100%
• Constraint Satisfaction 100%
• Constrained Sequences 100%
• Effective Approach 50%
• Computational Efficiency 50%
• Rule-based 50%
• Spatial Constraints 50%
• Generative Models 50%
• Medical Records 50%
• Runtime Performance 50%
• Quality Model 50%
• Domain-specific Knowledge 50%
• Constraint Method 50%
• Logical Constraints 50%
• Matrix multiplication 50%
• Temporal Aggregation 50%
• Unconstrained Models 50%
• Evaluation Module 50%
• Learning Efficiency 50%
• Rule Violation 50%
• Invalid Data 50%
• Synthetic Patient 50%
• Logical Coherence 50%
• Generative Neural Networks 50%

Computer Science

• Constraint Satisfaction Problems 100%
• Computational Efficiency 50%
• Neural Network 50%
• Temporal Constraint 50%
• Domain Knowledge 50%
• Generative Model 50%
• quality model 50%
• Matrix Multiplication 50%
• Effective Approach 50%
• Rule Violation 50%