MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models.
Numan SaeedMuhammad RidzuanHussain AlasmawiIkboljon SobirovMohammad YaqubPublished in: CoRR (2023)
Keyphrases
- learning models
- mri scans
- mri data
- machine learning
- loss function
- learning algorithm
- brain imaging
- conditional random fields
- medical imaging
- learning tasks
- model based segmentation
- magnetic resonance images
- semi supervised learning
- classification models
- machine learning algorithms
- learning problems
- deformable registration
- accurate segmentation
- pairwise
- feature space
- fully automatic
- hidden markov models
- decision trees