GFRNet: Rethinking the global contexts extraction in medical images segmentation through matrix factorization and self-attention.
Lifang ChenShanglai WangLi WanJianghu SuShunfeng WangPublished in: IET Comput. Vis. (2024)
Keyphrases
- medical images
- matrix factorization
- collaborative filtering
- medical imaging
- medical image segmentation
- anatomical structures
- low rank
- recommender systems
- medical image analysis
- ct images
- magnetic resonance imaging
- mr images
- magnetic resonance
- magnetic resonance images
- image intensity
- computer aided diagnosis
- deformable models
- computed tomography
- imaging modalities
- factorization methods
- nonnegative matrix factorization
- negative matrix factorization
- biomedical images
- mri images
- item recommendation
- missing data
- computer tomography
- segmentation of medical images
- brain images
- medical image retrieval
- x ray images
- segmentation algorithm
- denoising
- level set