From: Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks
CAD system
Total images
Classification method
Accuracy (%)
Da et al. [26]
10
DNN
83.0
Gao et al. [27]
285
2D and 3D CNNs
87.6
Yan Xu et al. [28]
45
CNNs
97.50
Proposed method
349
ECOC-SVM
99.55