Machine Learning based Drug Indication Prediction using Linked Open Data

Keyphrases

• Performance Prediction 100%
• Linked Open Data 100%
• Drug Indications 100%
• Machine Learning Based 100%
• Validation Scheme 100%
• Drug Indication Prediction 100%
• New Drugs 50%
• Semantic Technologies 50%
• Disease Pattern 50%
• Predictive Value 50%
• Substructure 50%
• Different Datasets 50%
• Disease Data 50%
• Drug Target 50%
• Multiple Drugs 50%
• Ontology Terms 50%
• Bio2RDF 50%
• Disease Ontology 50%
• Evaluation Mechanism 50%
• Disjoint 50%
• Open Source Project 50%
• Linking Data 50%
• Drug Data 50%
• Gold Standard Data 50%
• Drug Feature 50%
• Binary Features 50%
• Feature Matrix 50%

Computer Science

• Open Data 100%
• Predictive Performance 100%
• Machine Learning 100%
• Learning System 100%
• Primary Data 50%
• Open Source Project 50%
• Data Source 50%
• Ontology 50%
• Linked Data 50%
• Semantic Web Technology 50%
• Binary Feature 50%
• Gold Standard Data 50%
• Feature Matrix 50%

INIS

• data 100%
• drugs 100%
• prediction 100%
• machine learning 100%
• diseases 55%
• validation 33%
• performance 22%
• values 11%
• matrices 11%
• comparative evaluations 11%
• side effects 11%
• yields 11%
• evaluation 11%
• datasets 11%
• flaws 11%
• trains 11%
• gold 11%