Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images.
Alireza NorouziAli EmamiKayvan NajarianNader KarimiShadrokh SamaviS. M. Reza SoroushmehrPublished in: ICASSP (2019)
Keyphrases
- segmentation accuracy
- mri images
- neural network
- manual segmentation
- magnetic resonance images
- medical images
- magnetic resonance imaging
- object segmentation
- mr images
- automatic segmentation
- brain tissue
- mri data
- pattern recognition
- imaging modalities
- brain tumors
- graph cuts
- medical imaging
- image data
- data sets
- fully automated
- magnetic resonance
- segmentation algorithm
- white matter
- high resolution
- computer vision
- multiscale