From pixels to pathology: A novel dual-pathway multi-scale hierarchical upsampling network for MRI-based prostate zonal segmentation.
Kazi Shahriar SanjidMd. Shakib Shahariar JunayedMd. Tanzim HossainYu-Long WangMohammad Monir UddinSheikh Anisul HaquePublished in: Intell. Syst. Appl. (2024)
Keyphrases
- multiscale
- brain scans
- medical images
- coarse to fine
- mr imaging
- brain mri
- image segmentation
- edge detection
- magnetic resonance images
- multiple scales
- automatic segmentation
- level set
- mri images
- medical imaging
- image pixels
- segmentation algorithm
- manual segmentation
- pixel classification
- foreground and background
- grey level
- input image
- fully automatic
- scale space
- mr images
- magnetic resonance imaging
- tissue segmentation
- prostate segmentation
- carotid artery
- depth map
- gray value
- region growing
- prostate cancer
- intensity distribution
- brain structures
- automated segmentation
- low resolution
- homogeneous regions
- dct domain
- brain tumor segmentation