Merging Contour-and Region-Aware Branches in the UNet Decoder to Enhance Osseous Segmentation in Shoulder CT Scans.
Luca MarsilioMatteo RossiAlfonso ManzottiDavide MarzoratiPietro CerveriPublished in: MetroXRAINE (2023)
Keyphrases
- ct scans
- automated segmentation
- segmented images
- region of interest
- ct images
- medical images
- computed tomography
- image segmentation
- computer tomography
- active contours
- fracture detection
- x ray
- object regions
- object contours
- closed contours
- region based active contours
- dice similarity coefficient
- organ segmentation
- computer aided detection
- region merging
- computer aided diagnosis
- region segmentation
- medical imaging
- abdominal organs
- seed points
- mr images
- bone segmentation
- region homogeneity
- image regions
- segmentation method
- segmentation algorithm
- segmentation result
- region growing
- shape prior
- level set
- ct data
- liver segmentation
- image analysis
- active contour model
- computer aided
- pulmonary nodules
- treatment planning
- evolution equation
- fully automatic
- energy function
- lung nodules
- intensity distribution
- active shape model
- energy functional
- breast cancer
- graph cuts
- input image