Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers.
Parmeshwar KhurdLeo J. GradyKalpitkumar GajeraMamadou DialloPeter GallMartin RequardtBerthold KieferClifford WeissAli KamenPublished in: Prostate Cancer Imaging (2011)
Keyphrases
- mr images
- random walker
- skull stripping
- dice similarity coefficient
- mr imaging
- graph cuts
- accurate segmentation
- prostate cancer
- medical images
- prostate segmentation
- magnetic resonance
- random walk
- manual segmentation
- multi label
- boosted classifiers
- brain mr images
- lesion segmentation
- magnetic resonance images
- inter patient
- segmentation result
- automatic segmentation
- intensity inhomogeneity
- brain tumors
- brain structures
- mri data
- cardiac magnetic resonance
- adaptive thresholding
- nonrigid registration
- face detection
- bias field
- image data
- brain tissue
- automatic initialization
- fully automatic
- level set
- object detection
- automated segmentation
- contrast enhanced
- markov random field
- machine learning
- anatomical structures
- computer vision
- segmentation algorithm
- object recognition
- segmentation method
- ct images
- medical image analysis