MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records

Keyphrases

• Health Records 100%
• Clinical Health 100%
• Lab Results 100%
• Healthcare 66%
• Machine Learning Techniques 33%
• Predictive Power 33%
• Code-based 33%
• Electronic Health Records 33%
• Training Process 33%
• Machine Learning Models 33%
• Health Outcomes 33%
• Multiple Aspects 33%
• Future Health 33%
• Predictive Modeling 33%
• Expressive Power 33%
• Medical Data 33%
• Digital Systems 33%
• Prediction Task 33%
• Admission Record 33%
• Patient Admission 33%
• Robust Prediction 33%
• Concept Representation 33%
• Diagnosis Prediction 33%
• Medical Concepts 33%
• Patient Health Outcomes 33%
• Lightweight Neural Network 33%
• Single Visit 33%
• Heart Failure Prediction 33%
• Medical Codes 33%

Computer Science

• Information Visit 50%