Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?
Numan SaeedShahad HardanKudaibergen AbutalipMohammad YaqubPublished in: CoRR (2022)
Keyphrases
- mri scans
- learning models
- brain tumors
- magnetic resonance images
- deformable registration
- mr images
- machine learning
- learning algorithm
- loss function
- magnetic resonance
- mri data
- machine learning algorithms
- semi supervised learning
- classification models
- brain images
- brain imaging
- model based segmentation
- medical imaging
- conditional random fields
- medical image analysis
- learning tasks
- learning problems
- medical images
- three dimensional
- brain tissue
- high quality
- feature extraction
- accurate segmentation
- white matter
- support vector
- image registration