Autonomous Segmentation and Modeling of Brain Pathological Findings Based on Iterative Segmentation from MR Images.
Jan KubícekAlice KrestanovaTereza MuchovaDavid OczkaMarek PenhakerMartin CernýMartin AugustynekOndrej KrejcarPublished in: ACIIDS (2) (2019)
Keyphrases
- mr images
- brain tumors
- brain mr images
- accurate segmentation
- medical images
- brain structures
- tissue segmentation
- magnetic resonance images
- magnetic resonance
- partial volume
- mr brain
- grey matter
- brain tissue
- segmentation algorithm
- automatic segmentation
- intensity inhomogeneity
- brain mri
- gray matter
- level set
- image segmentation
- mr brain images
- segmentation result
- medical imaging
- mr imaging
- contrast enhanced
- bias field
- cardiac magnetic resonance
- intensity distribution
- brain images
- quantitative evaluation
- model based segmentation
- inhomogeneity correction
- fully automatic
- cerebrospinal fluid
- white matter
- manual segmentation
- atlas construction
- medical image analysis
- brain segmentation
- segmentation method
- skull stripping
- image data
- nonrigid registration
- surface based registration
- image analysis
- region growing
- quantitative measurements
- energy function
- dice similarity coefficient