Non-Invasive MGMT Status Prediction in GBM Cancer Using Magnetic Resonance Images (MRI) Radiomics Features: Univariate and Multivariate Machine Learning Radiogenomics Analysis.
Ghasem HajianfarIsaac ShiriHassan MalekiNiki OveisiAbbass HaghparastHamid AbdollahiMehrdad OveisiPublished in: CoRR (2019)
Keyphrases
- magnetic resonance images
- magnetic resonance imaging
- machine learning
- mr images
- medical images
- mri data
- brain tissue
- white matter
- medical imaging
- brain mapping
- brain mri
- skull stripping
- high resolution
- brain scans
- outcome prediction
- mri scans
- mri brain
- feature selection
- manual segmentation
- brain structures
- multiple sclerosis
- bias field
- diffusion weighted
- prostate cancer
- quantitative analysis
- fully automatic
- image analysis
- feature extraction