MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning.
Xiangde LuoGuotai WangTao SongJingyang ZhangMichael AertsenJan DeprestSébastien OurselinTom VercauterenShaoting ZhangPublished in: Medical Image Anal. (2021)
Keyphrases
- medical images
- deep learning
- interactive segmentation
- medical imaging
- object segmentation
- deformable models
- mr images
- image intensity
- graph cuts
- unsupervised learning
- accurate segmentation
- energy minimization
- region of interest
- machine learning
- user interaction
- shape prior
- automatic segmentation
- image segmentation
- fully automatic
- energy function
- d objects
- segmentation result
- markov random field
- input image
- maximum likelihood
- target object
- training examples
- image analysis