Brain tumour segmentation based on an improved U-Net.
Ping ZhengXunfei ZhuWenbo GuoPublished in: BMC Medical Imaging (2022)
Keyphrases
- medical images
- segmentation method
- image segmentation
- level set
- caudate nucleus
- brain tumors
- brain images
- segmentation algorithm
- human brain
- multiscale
- brain structures
- shape prior
- mri brain images
- tissue segmentation
- brain mri
- segmentation accuracy
- probabilistic atlas
- brain mr images
- partial volume
- mri scans
- white matter tracts
- cerebrospinal fluid
- partial volume effects
- brain atlas
- fully unsupervised
- mri images
- region growing
- energy function
- active contours