A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model.
Ahmed Bilal AshrafSara GavenonisDania DayeCarolyn MiesMichael D. FeldmanMark RosenDespina KontosPublished in: MICCAI (3) (2011)
Keyphrases
- breast cancer
- markov random field
- dce mri
- mrf model
- automated segmentation
- computer aided diagnosis
- image data
- logistic regression
- mri data
- prior information
- decision trees
- prior knowledge
- anatomical structures
- energy function
- pairwise
- active contour model
- maximum a posteriori
- training data
- fully automatic
- maximum likelihood