AN IMPROVED U-SHAPED NETWORK FOR BRAIN TUMOR SEGMENTATION

Accurate segmentation of brain tumors from magnetic resonance images is the key to the clinical diagnosis and rational treatment of brain tumor diseases.Recently, convolutional neural networks have been widely used in biomedical image processing.3D U-Net is sought after because of its excellent segmentation effect; however, the feature map suppleme