A benchmark for hypothalamus segmentation on T1-weighted MR images.
Livia RodriguesThiago Junqueira Ribeiro RezendeGuilherme WertheimerYves SantosMarcondes FrançaLetícia RittnerPublished in: NeuroImage (2022)
Keyphrases
- mr images
- accurate segmentation
- medical images
- brain mr images
- magnetic resonance
- partial volume
- brain tumors
- mr brain
- magnetic resonance images
- segmentation result
- manual segmentation
- brain structures
- intensity inhomogeneity
- mr imaging
- bias field
- intensity distribution
- dice similarity coefficient
- cardiac magnetic resonance
- mr brain images
- inhomogeneity correction
- brain mri
- mri data
- atlas construction
- contrast enhanced
- medical imaging
- image data
- medical image analysis
- quantitative evaluation
- tissue segmentation
- brain segmentation
- automated segmentation
- phantom images
- segmentation algorithm
- lesion segmentation
- inter patient
- quantitative measurements
- image segmentation
- segmentation method
- model based segmentation
- nonrigid registration
- image intensity
- brain tissue
- prostate cancer
- gray matter
- image registration
- image analysis
- multiple sclerosis
- deformable models
- atlas based segmentation
- fully automatic
- anatomical structures
- brain images
- segmented images