Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models

Guilherme Pombo, Robert Gray, Jorge Cardoso +4

We describe Countersynth, a conditional generative model of diffeomorphic deformations that induce label-driven, biologically plausible changes in volumetric brain images. The mode…