Huiru Chen

3DME: Dual-Branch Encoder with Progressive Masking for 3D Medical Foundation Encoding Model

Three-dimensional (3D) medical image analysis faces challenges such as massive data volume, difficulty in integrating cross-slice information, and limited model generalization. This paper proposes 3DME, a foundational model for 3D medical imaging. Its core innovations feature a dual-branch 3D encode…