BV-GAN: 3D time-of-flight magnetic resonance angiography cerebrovascular vessel segmentation using adversarial CNNs

Keyphrases

• Generative Adversarial Networks 100%
• Brain Vessels 100%
• Vessel Segmentation 100%
• Time-of-flight Magnetic Resonance Angiography 100%
• Neural Network 66%
• Magnetic Resonance Imaging 33%
• Attention Learning 33%
• 3D Structure 33%
• Three-dimensional (3D) 33%
• Subjective Evaluation 33%
• Spatial Resolution 33%
• Aneurysm 33%
• Blood Vessels 33%
• Adversarial Learning 33%
• Learning Techniques 33%
• Vascular Structure 33%
• Three-dimensional Scanning 33%
• Structural Integrity 33%
• Validation Experiment 33%
• Spatial Context 33%
• Blockage 33%
• Segmentation Model 33%
• Quantitative Characterization 33%
• Vessel Pathology 33%
• Multiresolution Analysis 33%
• Baseline State 33%
• Low Dimension 33%
• 5-fold Cross Validation 33%
• Dimensional Approach 33%
• Neuroradiologists 33%
• Brain Blood Vessels 33%
• Resolution Reduction 33%
• State-of-the-art Models 33%
• Network Segmentation 33%
• Dice Score 33%
• Maximum Intensity Projection 33%
• Cerebrovascular System 33%
• Projection Reconstruction 33%

Neuroscience

• Magnetic Resonance Angiography 100%
• Neural Network 66%
• Magnetic Resonance Imaging 33%
• Decision-Making 33%
• Aneurysm 33%