Imputation of Clinical Covariates in Time Series.
Dimitris BertsimasAgni OrfanoudakiColin PawlowskiPublished in: CoRR (2018)
Keyphrases
- chronic hepatitis
- medical databases
- missing data
- missing values
- non stationary
- multivariate time series
- regression model
- logistic regression
- sample size
- clinical diagnosis
- temporal abstractions
- canonical correlation analysis
- clinical practice
- patient data
- dynamic time warping
- clinically relevant
- clinical information
- medical treatment
- medical data
- data sets
- medical diagnostic
- data imputation
- disease diagnosis
- traditional chinese medicine
- clinical guidelines
- stock price
- clinical data
- nearest neighbor