Mutual information neural estimation for unsupervised multi-modal registration of brain images.
Gerard SnaauwMichele SasdelliGabriel MaicasStephan LauJohan VerjansMark JenkinsonGustavo CarneiroPublished in: CoRR (2022)
Keyphrases
- registration errors
- multi modal
- image registration
- mutual information
- brain images
- accurate registration
- magnetic resonance
- intensity based registration
- registration accuracy
- multi modality
- registration process
- deformable registration
- information theoretic
- mr brain images
- medical imaging
- medical images
- medical image analysis
- image processing
- deformation field
- white matter
- computer vision
- nonrigid registration
- information processing
- high dimensional
- brain tissue
- human subjects
- human brain
- feature selection