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.
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
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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.