A Multi-directional Approach for Missing Value Estimation in Multivariate Time Series Clinical Data.
Xiao XuXiaoshuang LiuYanni KangXian XuJunmei WangYuyao SunQuanhe ChenXiaoyu JiaXinyue MaXiaoyan MengXiang LiGuotong XiePublished in: J. Heal. Informatics Res. (2020)
Keyphrases
- clinical data
- multivariate time series
- multi directional
- missing values
- medical data
- raw data
- patient data
- missing data
- statistical analysis
- domain experts
- dimension reduction
- temporal data
- knowledge discovery
- high dimensional data
- mr images
- high dimensional
- categorical data
- optical coherence tomography
- image processing
- temporal patterns
- machine learning
- autoregressive
- medical imaging
- medical images
- nearest neighbor
- feature space
- data analysis