Infusing Domain Knowledge into nnU-Nets for Segmenting Brain Tumors in MRI.
Krzysztof KotowskiSzymon AdamskiBartosz MachuraLukasz ZarudzkiJakub NalepaPublished in: BrainLes@MICCAI (2022)
Keyphrases
- brain tumors
- domain knowledge
- magnetic resonance images
- mr images
- mri images
- magnetic resonance
- tumor segmentation
- brain tissue
- accurate segmentation
- brain tumor segmentation
- mri scans
- deformable registration
- brain images
- magnetic resonance imaging
- medical images
- medical image analysis
- endoscopic images
- low grade gliomas
- domain experts
- brain mr images
- mri data
- tumor growth
- magnetic resonance spectroscopy
- image segmentation
- real patient data
- mr imaging
- image registration
- image data
- image analysis
- high quality