Categorical EHR Imputation with Generative Adversarial Nets.
Yinchong YangZhiliang WuVolker TrespPeter A. FaschingPublished in: ICHI (2019)
Keyphrases
- missing values
- electronic health records
- missing data
- generative model
- multi agent
- missing data imputation
- categorical data
- numerical values
- data driven
- data imputation
- numerical data
- discriminative learning
- attribute values
- clinical data
- domain knowledge
- high dimensional data
- unsupervised learning
- markov logic networks
- high dimensional
- health records
- information systems
- database