Kidney segmentation using 3D U-Net localized with Expectation Maximization.
Omid BazgirKai BarckRichard A. D. CaranoRobby M. WeimerLuke XiePublished in: SSIAI (2020)
Keyphrases
- expectation maximization
- image segmentation
- segmentation method
- em algorithm
- level set
- region growing
- segmentation accuracy
- multiscale
- medical images
- mixture model
- segmentation algorithm
- image analysis
- generative model
- early detection
- brain mri
- motion segmentation
- energy function
- shape prior
- bayesian framework
- object segmentation
- gaussian mixture
- grey level
- maximum likelihood
- probabilistic model
- k means
- dce mri