Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

Keyphrases

• Clinical Trials 100%
• Similarity Search 100%
• Document Similarity 100%
• Self-supervision 100%
• Zero-shot 100%
• Metastructure 40%
• Labeled Data 20%
• Retrieval Methods 20%
• Knowledge Base 20%
• Drug Development 20%
• Outcome Prediction 20%
• Trial Outcomes 20%
• Automatically Generate 20%
• Prediction Task 20%
• Clinical Knowledge 20%
• Precision-recall 20%
• Pretrained Embedding 20%
• Interpretable Embeddings 20%
• Compact Embedding 20%

Mathematics

• Labeled Data 100%
• Knowledge Base 100%
• Clinical Knowledge 100%

Computer Science

• Similarity Search 100%
• retrieval method 50%
• Knowledge Base 50%
• Information Retrieval 50%