Digital Contrast CT Pulmonary Angiography Synthesis from Non-contrast CT for Pulmonary Vascular Disease

arXiv:2510.21140 · cs.CV · Submitted 2025-10-24 · Read on arXiv

cs.CV

Submitted: 2025-10-24

Updated: 2025-10-24

Terminology

• Fidelity — 12× in this paper · explained in 2 episodes
• Accuracy — 10× in this paper · explained in 1 episode
• Pulmonary Hypertension — 8× in this paper
• Transformer — 8× in this paper · explained in 2 episodes
• Consistency — 7× in this paper · explained in 3 episodes
• Generalization — 6× in this paper · explained in 13 episodes
• Alignment — 5× in this paper · explained in 1 episode
• Pulmonary Embolism — 5× in this paper
• Computed Tomography Pulmonary Angiography — 4× in this paper
• Downstream Tasks — 4× in this paper · explained in 2 episodes
• Mean Absolute Error — 3× in this paper
• Adam — 2× in this paper · explained in 2 episodes
• Attention Mechanism — 2× in this paper · explained in 3 episodes
• Dice Similarity Coefficient — 2× in this paper
• Guided attention — 2× in this paper · explained in 2 episodes
• Inter-class Correlation Coefficient — 2× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Conference on Computer Vision and Pattern Recognition — 1× in this paper
• Data Augmentation — 1× in this paper · explained in 7 episodes
• External Validation — 1× in this paper · explained in 2 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• IEEE International Conference on Computer Vision — 1× in this paper
• International Joint Conference on Neural Networks — 1× in this paper
• Longitudinal Data — 1× in this paper · explained in 2 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Over-smoothing — 1× in this paper · explained in 4 episodes
• Segmentation Masks — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes
• nnU-Net — 1× in this paper · explained in 2 episodes

Sources

• High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation

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