The Segmentation of Brain Tumor from MR Images Based on U-Net++ Network and Attention Mechanism.
Yaqi WangHanzhi ZhangHongjin RenLiang XiaoPublished in: CISP-BMEI (2023)
Keyphrases
- brain tumors
- mr images
- magnetic resonance
- magnetic resonance images
- medical images
- accurate segmentation
- brain mr images
- attention mechanism
- manual segmentation
- brain tissue
- mri images
- mri data
- image data
- deformable registration
- partial volume
- brain images
- tumor growth
- intensity inhomogeneity
- mr imaging
- medical image analysis
- cardiac magnetic resonance
- prostate cancer
- nonrigid registration
- contrast enhanced
- bias field
- visual attention
- model based segmentation
- biomechanical model
- x ray
- three dimensional