Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning.
Douwe J. SpaandermanMartijn P. A. StarmansGonnie C. M. van ErpDavid F. HanffJudith H. SluijterAnne-Rose W. SchutGeert J. L. H. van LeendersCornelis VerhoefDirk J. GrünhagenWiro J. NiessenJacob J. VisserStefan KleinPublished in: CoRR (2024)
Keyphrases
- deep learning
- soft tissue
- interactive segmentation
- medical images
- magnetic resonance imaging
- mr images
- accurate segmentation
- deformable models
- automatic segmentation
- shape prior
- user interaction
- magnetic resonance
- medical imaging
- magnetic resonance images
- graph cuts
- ct data
- energy minimization
- mri data
- fully automatic
- unsupervised learning
- machine learning
- intensity distribution
- image segmentation
- object segmentation
- segmentation result
- region of interest
- clinical applications
- energy function
- loopy belief propagation
- computer vision
- feature selection