One year mortality prediction in heart failure using feature selection and missing value imputation in deep learning.
Taehyun KimMinwook KimHye Won LeeGiltae SongPublished in: BigComp (2023)
Keyphrases
- missing values
- deep learning
- data imputation
- heart failure
- feature selection
- imputation methods
- unsupervised learning
- missing data
- machine learning
- incomplete data
- health care
- high dimensional data
- mental models
- computer vision
- normal subjects
- weakly supervised
- knn
- support vector
- text classification
- feature set
- dimensionality reduction
- classification accuracy
- pattern recognition
- heart disease
- decision trees
- multi class
- decision making