On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis.
Divyam MadaanDaniel K. SodicksonKyunghyun ChoSumit ChopraPublished in: MIDL (2023)
Keyphrases
- mr images
- magnetic resonance
- magnetic resonance images
- medical images
- probability distribution
- image data
- probability maps
- brain mr images
- manual segmentation
- brain mr image segmentation
- brain tissue
- partial volume effects
- input pattern
- semi automatic
- ground truth
- medical image analysis
- mri data
- clinical data
- intensity distribution
- brain tumors
- gaussian distribution
- mr imaging
- maximum likelihood