Imputation of clinical covariates in time series.
Dimitris BertsimasAgni OrfanoudakiColin PawlowskiPublished in: Mach. Learn. (2021)
Keyphrases
- chronic hepatitis
- missing data
- medical databases
- missing values
- temporal abstractions
- logistic regression
- clinical practice
- clinical setting
- medical diagnostic
- regression model
- patient data
- sample size
- stock market
- dynamic time warping
- clinically relevant
- clinical diagnosis
- subsequence matching
- medical domain
- multivariate time series
- clinical applications
- clinical data
- data mining tasks
- patient records
- canonical correlation analysis
- moving average
- neural network
- clinical information
- autoregressive
- temporal patterns
- multiple imputation
- data mining