Automatic microscopic cell counting by use of deeply-supervised density regression model.
Shenghua HeKyaw Thu MinnLilianna Solnica-KrezelMark A. AnastasioHua LiPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- regression model
- model selection
- regression methods
- regression analysis
- linear regression model
- linear model
- kernel regression
- generalized linear models
- explanatory variables
- prediction model
- gaussian process
- learning algorithm
- multivariate regression
- image analysis
- response variable
- locally weighted
- cell nucleus
- generalized linear
- living cells
- independent variables
- semi supervised
- unsupervised learning
- survival analysis
- support vector regression
- regression trees
- logistic regression models
- target variable
- prediction intervals
- neural network
- regression method