An NLP-Inspired Data Augmentation Method for Adverse Event Prediction Using an Imbalanced Healthcare Dataset.
Tomoki IshikawaTakahiro YakohHisashi UrushiharaPublished in: IEEE Access (2022)
Keyphrases
- synthetic data
- prior knowledge
- input data
- noisy data
- correlation analysis
- test data
- database
- objective function
- statistical methods
- data sources
- data sets
- original data
- image data
- similarity measure
- preprocessing
- prediction algorithm
- prediction model
- machine learning
- data structure
- missing data
- pairwise
- prediction accuracy
- feature set
- event detection
- clustering method
- training samples
- probabilistic model
- data mining techniques
- predictive model
- data mining