Conditional Latent Diffusion Model with Fourier-based Motion Modelling for Virtual Population Synthesis

ArXi:2606.03827v1 Announce Type: new In-silico trials of medical devices require the generation of virtual populations of anatomies. In cardiovascular applications, virtual anatomy is typically represented as a 3D+t mesh sampled from a generative model. However, most existing mesh generators focus on static anatomy, while sequence models often lack explicit periodicity.