A survey on adverse drug reaction studies: data, tasks and machine learning methods.
Duc Anh NguyenCanh Hao NguyenHiroshi MamitsukaPublished in: Briefings Bioinform. (2021)
Keyphrases
- machine learning methods
- data collection
- data analysis
- high quality
- data sets
- training data
- machine learning
- data sources
- data points
- databases
- database
- small number
- statistical methods
- data mining algorithms
- sensor data
- missing data
- synthetic data
- data processing
- data mining methods
- probability distribution
- machine learning approaches
- real world
- data structure
- data quality
- raw data
- complex data
- empirical data
- transfer learning
- data distribution
- high dimensional data
- data mining techniques
- image data
- knowledge discovery
- feature space
- decision trees