Deeply-supervised density regression for automatic cell counting in microscopy images.
Shenghua HeKyaw Thu MinnLilianna Solnica-KrezelMark A. AnastasioHua LiPublished in: Medical Image Anal. (2021)
Keyphrases
- microscopy images
- microscopic images
- cell division
- phase contrast
- multi channel
- confocal images
- cell nuclei
- cancer cells
- laser scanning
- phase contrast images
- regression model
- model selection
- semi automatic
- fully automatic
- semi supervised
- learning algorithm
- feature selection
- electron microscopy
- least squares
- basis functions
- linear combination
- image data
- multiresolution
- image analysis
- image processing