MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models.
Numan SaeedMuhammad RidzuanHussain AlasmawiIkboljon SobirovMohammad YaqubPublished in: Medical Image Anal. (2023)
Keyphrases
- learning models
- mri scans
- mri data
- machine learning
- medical imaging
- brain imaging
- magnetic resonance images
- model based segmentation
- semi supervised learning
- loss function
- learning algorithm
- machine learning algorithms
- classification models
- learning tasks
- learning problems
- deformable registration
- conditional random fields
- accurate segmentation
- magnetic resonance imaging
- x ray
- brain tumors
- fully automatic
- computer vision
- image analysis
- real world