On the fallacy of quantitative segmentation for T1-weighted MRI.
Andrew J. PlassardRobert L. HarriganAllen T. NewtonSwati D. RaneSrivatsan PallavaramPierre-François D'HaeseBenoit M. DawantDaniel O. ClaassenBennett A. LandmanPublished in: Medical Imaging: Image Processing (2016)
Keyphrases
- brain scans
- medical images
- mri images
- brain mri
- medical imaging
- magnetic resonance imaging
- magnetic resonance images
- mr images
- image segmentation
- accurate segmentation
- segmentation algorithm
- level set
- fully automatic
- tissue segmentation
- intensity distribution
- carotid artery
- brain tumor segmentation
- quantitative and qualitative
- multiscale
- mri scans
- brain tumors
- segmentation accuracy
- shape prior
- medical image analysis
- region growing
- anatomical structures
- bias field
- segmentation method
- fully unsupervised
- energy function
- edge detection
- phase contrast
- high resolution
- probabilistic atlas
- image analysis
- object segmentation