A user-guided diffusion inpainting pipeline synthesizes coronary angiograms with controlled stenosis severity, improving downstream lesion detection and severity classification over training on real data alone.
Journal of the American College of Cardiology12(2), 315–323 (1988) 4
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Diffusion-Based User-Guided Data Augmentation for Coronary Stenosis Detection
A user-guided diffusion inpainting pipeline synthesizes coronary angiograms with controlled stenosis severity, improving downstream lesion detection and severity classification over training on real data alone.