Evaluating the impact of MR image harmonization on thalamus deep network segmentation.
Muhan ShaoLianrui ZuoAaron CarassJiachen ZhuoRao P. GullapalliJerry L. PrincePublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- mr images
- magnetic resonance images
- medical images
- accurate segmentation
- brain mr images
- magnetic resonance
- brain mri
- brain tumors
- partial volume
- partial volume effects
- segmentation result
- mr brain
- intensity distribution
- cerebrospinal fluid
- bias field
- segmentation method
- mri data
- probability maps
- mr brain images
- level set
- intensity inhomogeneity
- manual segmentation
- cardiac magnetic resonance
- mr imaging
- image segmentation
- brain tissue
- brain structures
- white matter
- quantitative evaluation
- grey matter
- fully automatic
- medical imaging
- mri images
- final result
- image data
- high resolution
- post mortem
- automated segmentation
- anatomical structures
- gray matter
- contrast enhanced
- adaptive thresholding
- model based segmentation
- brain images
- image intensity
- phantom images
- object segmentation
- segmentation algorithm
- edge detection
- brain mr image segmentation