A novel method for clinical risk prediction with low-quality data.
Zeyuan WangJosiah PoonShuze WangShiding SunSimon K. PoonPublished in: Artif. Intell. Medicine (2021)
Keyphrases
- low quality
- synthetic data
- input data
- raw data
- correlation analysis
- high quality
- prior knowledge
- data sets
- data analysis
- prediction error
- clustering method
- detection method
- test data
- training data
- statistical methods
- classification accuracy
- data sources
- missing values
- missing data
- prediction accuracy
- regression model
- feature set
- information loss
- survival data