A Machine Learning-Based Missing Data Imputation with FHIR Interoperability Approach in Sepsis Prediction.
Cristian Fernando Toro BeltranErick Daniel Villarreal IbañezVivian Milen OrejuelaJohn Anderson García HenaoPublished in: CARLA (2022)
Keyphrases
- missing data imputation
- machine learning
- missing values
- web services
- pattern recognition
- data preparation
- neural network
- data mining
- decision trees
- databases
- imputation methods
- inductive logic programming
- machine learning algorithms
- model selection
- semi supervised learning
- unsupervised learning
- knowledge discovery in databases
- learning algorithm
- supervised learning
- information extraction
- support vector machine
- feature space
- preprocessing
- data analysis
- metadata