AI Frontier Lectures

Apr 18, 2025 · Artificial Intelligence

DiffDenoise: Conditional Diffusion Transforms Medical Image Denoising

DiffDenoise introduces a three‑stage self‑supervised pipeline that combines a blind‑spot network, conditional diffusion modeling, and stabilized reverse diffusion sampling to dramatically improve medical image denoising performance on both synthetic and real datasets, while also offering a fast distilled version for practical deployment.