Automatic brain tumor segmentation from multi-modality Magnetic Resonance Images (MRI) using deep learning methods plays an important role in assisting the diagnosis and treatment of tumor. However, previous mostly ignore latent relationship among different modalities. In this work, we propose a novel end-to-end Modality-Pairing method for segmentation. Paralleled branches are designed to explo...