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EURASIP Journal on Image and Video Processing

Table 4 Comparison of the performance of the three CNN models used in the tumour detection phase

From: Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks

Network model

Layer number (type)

Accuracy (%)

AlexNet

Layer 9 (pool)

99.55

VGG-16

Layer 32 (pool)

92.95

VGG-19

Layer 38 (pool)

95.15

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