On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models. - Deniz Daum; Richard Osuala; Anneliese Riess; Georgios Kaissis; Julia A. Schnabel; Maxime Di Folco (DGM4MICCAI@MICCAI, 2024)