Non-invasive Hemoglobin Measurement Predictive Analytics with Missing Data and Accuracy Improvement Using Gaussian Process and Functional Regression Model.
Jianing ManMartin D. ZielinskiDevashish DasMustafa Y. SirPhichet WutthisirisartMaraya CamazineKalyan S. PasupathyPublished in: J. Medical Syst. (2022)
Keyphrases
- gaussian process
- regression model
- missing data
- gaussian processes
- missing values
- approximate inference
- model selection
- hyperparameters
- incomplete data
- prediction model
- low rank
- conditional distribution
- data sets
- matrix factorization
- neural network
- latent variables
- databases
- expectation propagation
- database
- bayesian framework
- parameter estimation
- information gain
- supervised learning
- nearest neighbor
- prior knowledge