Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.
Tabea KossenManuel A. HirzelVince I. MadaiFranziska BoenischAnja HennemuthKristian HildebrandSebastian PokuttaKartikey SharmaAdam HilbertJan SobeskyIvana GalinovicAhmed A. KhalilJochen B. FiebachDietmar FreyPublished in: Frontiers Artif. Intell. (2022)
Keyphrases
- mr brain images
- brain images
- magnetic resonance angiography
- segmentation algorithm
- magnetic resonance
- differentially private
- medical images
- contrast enhanced
- segmentation method
- image analysis
- deformable registration
- accurate segmentation
- brain atlas
- brain tumors
- three dimensional
- input image
- anatomical features
- brain mr images
- computed tomography angiography
- image data
- phase contrast
- image registration
- human subjects
- microscopy images
- ground truth
- mr images
- human brain
- region growing
- image segmentation
- blood vessels
- image retrieval
- search engine
- data mining
- database systems
- data analysis
- databases
- brain imaging
- registration process
- differential privacy
- deformation field
- medical imaging
- white matter