Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction.
Dheeraj KomandurUmang GuptaTamoghna ChattopadhyayNikhil J. DhinagarSophia I. ThomopoulosJiu-Chiuan ChenDan BeaversGreg Ver SteegPaul M. ThompsonPublished in: SIPAIM (2023)
Keyphrases
- brain mri
- mri brain
- magnetic resonance images
- multiple sclerosis
- anatomical structures
- region growing
- brain tissue
- prediction accuracy
- partial volume
- brain tumors
- semi supervised
- human brain
- pattern recognition
- magnetic resonance imaging
- brain structures
- brain activity
- medical imaging
- medical images
- partial volume effects
- computer vision
- body mass index