Brain Tumor Segmentation from MR Images using Customized U-net for a Smaller Dataset.
Romil ImtiazMuhammad Waqar MirzaAsif SiddiqMuhammad Farooq-i-AzamIshtiaq Rasool KhanSusanto RahardjaPublished in: BioCAS (2023)
Keyphrases
- mr images
- magnetic resonance images
- brain tumor segmentation
- magnetic resonance
- brain tumors
- medical images
- manual segmentation
- image data
- brain tissue
- mri data
- accurate segmentation
- brain segmentation
- white matter
- mr imaging
- partial volume
- intensity inhomogeneity
- brain mr images
- nonrigid registration
- phantom images
- mr brain images
- contrast enhanced
- brain mr image segmentation
- brain images
- medical image analysis
- pattern recognition
- prostate cancer
- tissue segmentation
- bias field
- mid sagittal plane
- mr brain
- inhomogeneity correction
- biomechanical model
- information processing
- medical imaging
- diffusion tensor
- shape analysis
- soft tissue