Computer extracted texture features on T2w MRI to predict biochemical recurrence following radiation therapy for prostate cancer.
Shoshana B. GinsburgMirabela RusuJohn KurhanewiczAnant MadabhushiPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- texture features
- prostate cancer
- radiation therapy
- mr images
- medical image analysis
- textural features
- intensity modulated radiation therapy
- image guided
- magnetic resonance images
- deformable registration
- medical images
- texture images
- texture information
- normal tissue
- gray level
- feature vectors
- feature extraction
- magnetic resonance
- image features
- local binary pattern
- distance measure
- manual segmentation
- computer aided
- ct images
- treatment planning
- magnetic resonance imaging
- medical imaging
- respiratory motion
- feature set
- white matter
- treatment plan
- image data
- cancer patients
- machine learning
- co occurrence
- accurate segmentation
- brain tumors
- markov random field
- x ray
- matching algorithm
- clinical data