STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation.
Manuel Jorge CardosoKelvin K. LeungMarc ModatShiva KeihaninejadDavid M. CashJosephine BarnesNick C. FoxSébastien OurselinPublished in: Medical Image Anal. (2013)
Keyphrases
- brain mr images
- brain structures
- image segmentation
- fluid registration
- medical images
- medical imaging
- partial volume
- image segmentations
- object segmentation
- mr images
- anatomical features
- brain tumors
- medical image analysis
- subcortical structures
- image segmentation algorithms
- human brain
- segmentation result
- brain images
- shape analysis
- magnetic resonance images
- similarity measure
- segmentation algorithm
- segmentation method
- image segments
- segmented images
- caudate nucleus
- multiscale
- tissue segmentation
- computer simulation
- figure ground
- anatomical structures
- pixel level
- region growing
- fully automatic
- ground truth
- atlas based segmentation
- energy function
- brain tissue
- mri data
- initial segmentation
- level set
- image segmentation methods
- mri scans
- image registration
- manual segmentation
- accurate segmentation
- deformation field
- image processing
- deformable models
- gray matter
- superpixels