Mutual Information Neural Estimation for Unsupervised Multi-Modal Registration of Brain Images.
Gerard SnaauwMichele SasdelliGabriel MaicasStephan LauJohan VerjansMark JenkinsonGustavo CarneiroPublished in: EMBC (2022)
Keyphrases
- multi modal
- brain images
- mutual information
- image registration
- accurate registration
- multi modality
- magnetic resonance
- intensity based registration
- registration accuracy
- deformable registration
- medical images
- mr brain images
- information theoretic
- deformation field
- human brain
- registration process
- brain atlas
- high dimensional
- nonrigid registration
- feature selection
- medical image analysis
- white matter
- human subjects
- medical imaging
- image data
- imaging modalities
- brain tumors
- brain tissue
- image analysis
- image processing
- computer vision
- functional magnetic resonance imaging
- similarity measure
- spatial normalization