Lixia Han

MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning

Self-supervised pre-training has emerged as a critical paradigm for learning transferable representations from unlabeled medical volumetric data. Masked autoencoder based methods have garnered significant attention, yet their application to volumetric medical image faces fundamental limitations from…