Unsupervised 3D out-of-distribution detection with latent diffusion models

Mark S. Graham, Walter Hugo Lopez Pinaya, Paul Wright +8

Methods for out-of-distribution (OOD) detection that scale to 3D data are crucial components of any real-world clinical deep learning system. Classic denoising diffusion probabilis…