Novel Imputation Method Using Average Code from Autoencoders in Clinical Data.
Edwar Macias ToroJavier SerranoJosé López VicarioAntoni MorellPublished in: EUSIPCO (2020)
Keyphrases
- clinical data
- missing data imputation
- missing values
- medical data
- patient data
- data imputation
- raw data
- statistical analysis
- missing data
- clinical information
- knowledge discovery
- medical knowledge
- mr images
- domain experts
- clinical decision making
- cancer patients
- clinical databases
- databases
- imputation methods
- data sets
- real patient data
- clinical data sets
- patient records
- neural network
- domain knowledge
- image data