MRF-IUNet: A Multiresolution Fusion Brain Tumor Segmentation Network Based on Improved Inception U-Net

Figure 6

Example segmentation results on the BRATS dataset. From left to right and top to bottom are the segmentation results of U-Net, ResUNet, DenseUNet, DeepLabv3 +, MRF-IUNet (proposed), and ground truth. The whole tumor (WT) class includes all visible labels (a union of green, yellow, and red labels), the tumor core (TC) class is a union of red and yellow, and the enhancing tumor core (ET) class is shown in yellow.