Muqing ZHANG, Yutong HAN, Bonian CHEN, Jianxin ZHANG. Magnetic Resonance Imaging Brain Tumor Segmentation Using Multiscale Ghost Generative Adversarial Network[J]. Acta Photonica Sinica, 2023, 52(8): 0817002
- Acta Photonica Sinica
- Vol. 52, Issue 8, 0817002 (2023)
Fig. 1. Overall architecture of multiscale ghost generate adversarial network for MRI brain tumor segmentation
Fig. 2. Structural of the ghost module
Fig. 3. Structure of the multiscale generator
Fig. 4. Structure of the discriminator
Fig. 5. MRI images in different modes and ground truth
Fig. 6. Visualization segmentation results on the BraTS 2020 training dataset
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Table 1. Ablation experiments on BraTS2020 training dataset
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Table 2. Ablation experiments on BraTS2020 validation dataset
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Table 3. Compared results with representative methods on BraTS2019 validation set
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Table 4. Compared results with representative methods on BraTS2020 validation set
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