Serendipity - A Machine-Learning Application for Mining Serendipitous Drug Usage from Social Media

Medicine & Life Sciences

• Social Media 100%
• Machine Learning 91%
• Computer Neural Networks 46%
• Pharmaceutical Preparations 33%
• Long-Term Memory 20%
• Short-Term Memory 16%
• Datasets 14%
• Natural Language Processing 13%
• Drug Repositioning 12%
• Support Vector Machine 10%
• Forests 10%
• Gold 9%
• Software 6%

Engineering & Materials Science

• Deep neural networks 65%
• Machine learning 58%
• Long short-term memory 31%
• Information filtering 18%
• Embeddings (Algorithms) 16%
• Adaptive boosting 15%
• Gold 14%
• Random forests 14%
• Convolutional neural networks 12%
• Ontology 11%
• Support vector machines 10%

Chemical Compounds

• Mining 92%
• Drug 42%
• Application 25%