Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs (NSAIDs) from a retrospective electronic health record (EHR) cohort.
Arghya DattaNoah R. FlynnDustyn A. BarnetteKeith F. WoeltjeGrover P. MillerS. Joshua SwamidassPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- electronic health records
- machine learning
- clinical trials
- drug discovery
- drug design
- clinical data
- health care
- drug resistance
- pharmaceutical industry
- health information systems
- decision support system
- virtual screening
- medical records
- medical data
- data mining
- active learning
- healthcare providers
- artificial intelligence
- systems biology
- feature selection
- knowledge acquisition
- information retrieval
- improve quality
- health care providers
- knowledge representation
- health records
- natural language processing
- data analysis
- adverse drug reaction
- statistical analysis
- learning algorithm
- text mining
- information extraction
- adverse drug reactions