Joint Segmentation Of Multiple Sclerosis Lesions And Brain Anatomy In MRI Scans Of Any Contrast And Resolution With CNNs.
Benjamin BillotStefano CerriKoen Van LeemputAdrian V. DalcaJuan Eugenio IglesiasPublished in: ISBI (2021)
Keyphrases
- mri scans
- deformable registration
- magnetic resonance images
- mri data
- medical imaging
- image registration
- model based segmentation
- brain imaging
- high resolution
- brain images
- accurate segmentation
- brain tissue
- b spline
- deformation field
- prostate cancer
- brain tumors
- statistical shape model
- mr images
- diffusion tensor imaging
- white matter
- magnetic resonance imaging
- magnetic resonance
- similarity metric
- computer vision
- automatic segmentation
- fully automatic
- image processing
- diffusion tensor
- anatomical structures
- human brain
- mutual information
- high quality