Improving the segmentation of magnetic resonance brain images using the LSHADE optimization algorithm.
Itzel ArangurenArturo ValdiviaBernardo Morales-CastañedaDiego OlivaMohamed E. Abd ElazizMarco A. Pérez CisnerosPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- optimization algorithm
- brain images
- magnetic resonance
- medical images
- mr brain images
- mr images
- mr brain
- brain tumors
- image slices
- multi objective
- partial volume
- image volumes
- image data
- contrast enhanced
- deformable registration
- mr imaging
- medical imaging
- image registration
- tissue segmentation
- anatomical structures
- brain tissue
- brain mr images
- gray matter
- medical image analysis
- magnetic resonance imaging
- intensity inhomogeneity
- brain imaging
- image intensity
- brain atlas
- ct images
- computed tomography
- segmentation method
- segmentation algorithm
- manual segmentation
- image segmentation
- level set
- mri images
- magnetic resonance images
- neural network
- shape prior
- fully automatic
- nonrigid registration
- atlas construction
- human brain
- human subjects
- prostate cancer
- input image