DIM-UNet: Boosting medical image segmentation via diffusion models and information bottleneck theory mixed with MLP.
Guangju LiYuanjie ZhengJia CuiWei GaiMeng QiPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- medical image segmentation
- information bottleneck
- diffusion models
- medical images
- information theoretic
- diffusion model
- medical image analysis
- medical imaging
- level set method
- multi feature
- curve evolution
- information diffusion
- statistical shape model
- image segmentation
- social networks
- mr images
- machine learning
- markov random field
- dynamic programming