TREEMENT: Interpretable Patient-Trial Matching via Personalized Dynamic Tree-based Memory Network

Keyphrases

• Clinical Trials 100%
• Tree-based 100%
• Memory Network 100%
• Dynamic Trees 100%
• Patient Recruitment 100%
• Patient Matching 100%
• Performance Improvement 50%
• Error Reduction 50%
• Drug Development 50%
• Error Term 50%
• Search Queries 50%
• Machine Learning Models 50%
• Electronic Health Record Data 50%
• Black-box Model 50%
• Biomedical Ontologies 50%
• Expert Rules 50%
• Granular Level 50%
• Beam Search 50%
• Automatically Matching 50%
• Patient Representation 50%
• Patient Electronic Health Records 50%

Computer Science

• Interpretability 100%
• Ontology 33%
• Data Record 33%
• Granular Level 33%
• Machine Learning 33%
• Learning System 33%