Dataset | Segmentation method | Dice score | Publication year | References |
---|---|---|---|---|
BRATS 2013 BRATS 2015 | FCNNs and CRFs | 0.83 0.82 | 2017 | [8] |
BRATS 2013 | CNN | 0.80 | 2017 | [9] |
BRATS 2015 | DeepMedic + CRF | 0.71 | 2017 | [10] |
BRATS 2019 | CNN | 0.84 | 2020 | [11] |
BRATS 2015 | FCN | 0.89 | 2019 | [12] |
BRATS 2013 | CNN | HG 0.943 LG 0.950 | 2019 | [13] |
BRATS 2015 | RDM-Net | 0.73 | 2019 | [14] |
BRATS 2015 | CNN + TVS | 0.857 | 2018 | [15] |
BRATS 2013 | Hybrid CNN | 0.86 | 2019 | [16] |
BRATS 2015 | WRN-PPNet | 0.94 | 2019 | [17] |
BRATS 2019 | Two-stage Unet | 0.84 | 2020 | [18] |
BRATS 2019 | DNN | 0.85 | 2020 | [19] |
BRATS 2017 BRATS 2018 Oslo Dataset | 3D U-Net | 0.82 0.84 0.80 | 2020 | [20] |
BRATS 2020 | Ensemble + post-processing | 0.87 | 2021 | [21] |
BRATS 2018 | C-ConvNet | 0.90 | 2021 | [1] |
BRATS 2020 | 3D U-NET | 0.95 | 2022 | This Study |