Predicting Glaucomatous Progression with Piecewise Regression Model from Heterogeneous Medical Data.
Kyosuke TomodaKai MorinoHiroshi MurataRyo AsaokaKenji YamanishiPublished in: HEALTHINF (2016)
Keyphrases
- regression model
- medical data
- linear model
- medical images
- clinical data
- medical data mining
- model selection
- regression analysis
- linear regression model
- medical information
- data mining
- gaussian process
- prediction model
- medical records
- regression methods
- generalized linear models
- support vector regression
- patient data
- survival analysis
- imaging modalities
- regression method
- visual field
- kernel regression
- patient outcomes
- explanatory variables
- medical data sets
- privacy sensitive
- semi parametric
- regression trees
- multivariate regression
- data sets
- interval valued data
- multiple linear regression
- locally weighted
- real world