Deep dynamic imputation of clinical time series for mortality prediction.
Zhenkun ShiSen WangLin YueLixin PangXianglin ZuoWanli ZuoXue LiPublished in: Inf. Sci. (2021)
Keyphrases
- prediction accuracy
- dynamic environments
- financial time series
- missing data
- intensive care
- chronic hepatitis
- bladder cancer
- acute myocardial infarction
- non stationary
- prediction algorithm
- neural network
- medical databases
- exponential smoothing
- missing values
- prediction model
- prediction error
- temporal abstractions
- prognostic models
- data imputation