Deformation-aware and reconstruction-driven multimodal representation learning for brain tumor segmentation with missing modalities

Zhiyuan Li, Yafei Zhang, Huafeng Li, Yi Chai, Yushi Yang

Abstract: Highlights•We propose a novel method for incomplete multimodal brain tumor segmentation.•We design a local and global modeling module extract modality-specific features.•We propose a deformable adaptive perception method for irregularly shaped tumor segmentation.