Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records.
Duy-Hoa NgoAlejandro Metke-JimenezAnthony N. NguyenPublished in: Medication and Adverse Drug Event Detection (2018)
Keyphrases
- feature engineering
- electronic health records
- adverse drug reactions
- clinical trials
- dependency parsing
- patient care
- natural language processing
- text classification
- health care
- clinical data
- machine learning
- labeled data
- medical records
- signal detection
- medical data
- health records
- decision support system
- sensitive information
- health information
- speech processing
- data sets
- case based reasoning
- pairwise
- feature extraction
- learning algorithm
- data mining