Brain Hemorrhage Detection with DDPM Reconstruction
A diffusion model trained only on healthy brain scans flags hemorrhages via reconstruction error. AUROC 0.93 on a synthetic MNIST benchmark; scaled to real brain CT.
With Dennis Loevlie and Roger Brockett.