The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance.
Mohamed S. BarakatMatthew FieldAditya GhoseDavid StirlingLois HollowayShalini K. VinodAndre DekkerDavid ThwaitesPublished in: Health Inf. Sci. Syst. (2017)
Keyphrases
- attribute values
- prediction model
- lung cancer
- survival prediction
- lung cancer patients
- missing values
- clinical decision making
- early detection
- regression model
- missing data
- training set
- cancer cells
- neural network
- fuzzy neural network
- pulmonary nodules
- clinical data
- pet ct
- multiple attribute decision making
- image guided
- clinical applications
- lymph nodes
- incomplete data
- gene expression
- expert systems
- data mining