BrainG3N Decouples Encoder and Decoder for Clinically Informative 3D MRI Generation

BrainG3N uses a frozen 3D MAE encoder to produce clinically informative latent representations for downstream tasks while a separate decoder handles anatomical reconstruction fidelity in 3D brain MRI latent diffusion. This decoupling addresses the standard tokenizer tradeoff between reconstruction quality and clinical utility.