Assigning diagnosis codes using medication history

Keyphrases

• Diagnostic Codes 100%
• Medication History 100%
• Loss Function 50%
• Training Model 50%
• Text-dependent 50%
• Aggregation Level 50%
• Multiple Levels 50%
• Transferability 50%
• Medical Data 25%
• Medication Information 25%
• Machine Learning Models 25%
• Hierarchical State 25%
• Non-hierarchical 25%
• Hierarchical Nature 25%
• Proof of Concept Study 25%
• Medical Notes 25%
• Agnostic 25%
• Top 10 25%
• Medical Dataset 25%
• Automatic Diagnosis 25%
• Testing Model 25%
• Code Assignment 25%
• Nationwide Registers 25%

Computer Science

• Machine Learning 100%
• Generalizability 100%
• Extensive Collection 100%
• Training Model 100%