A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection.
Wenxin WangZhuo-Xu CuiGuanxun ChengChentao CaoXi XuZiwei LiuHaifeng WangYulong QiDong LiangYanjie ZhuPublished in: CoRR (2023)
Keyphrases
- generative model
- tumor detection
- brain white matter
- diffusion weighted
- magnetic resonance images
- brain tissue
- white matter
- probabilistic model
- diffusion tensor
- tissue segmentation
- diffusion mri
- mr images
- brain tumors
- prior knowledge
- brain structures
- bayesian framework
- brain atlas
- fiber bundles
- mri data
- magnetic resonance imaging
- capsule endoscopy
- high angular resolution diffusion imaging
- brain images
- human brain
- em algorithm
- anisotropic diffusion
- discriminative learning
- discriminative models
- diffusion tensor imaging
- medical images
- expectation maximization
- topic models
- magnetic resonance
- latent dirichlet allocation
- semi supervised
- image processing