Multifractal modeling, segmentation, prediction, and statistical validation of posterior fossa tumors.
Atiq IslamKhan M. IftekharuddinRobert J. OggFred H. LaninghamBhuvaneswari SivakumarPublished in: Medical Imaging: Computer-Aided Diagnosis (2008)
Keyphrases
- prediction accuracy
- image segmentation
- level set
- statistical modeling
- texture segmentation
- segmentation algorithm
- brain tumors
- statistical models
- fully automatic
- model validation
- segmentation method
- gaussian process
- gaussian markov random fields
- region growing
- predictive modeling
- energy function
- object segmentation
- statistical analysis
- posterior probability
- magnetic resonance
- prediction model
- bayesian framework
- medical images