Computational and Mathematical Methods in Medicine / 2019 / Article / Tab 4

Research Article

Automatic Prediction of Meningioma Grade Image Based on Data Amplification and Improved Convolutional Neural Network

Table 4

Impact of original network structure on the error rate of meningioma classification.

Network layerFeature mapConvolution kernelFilter sizeIteration rateError rate
Conv1Conv2Conv1Conv2Conv1Conv2

56125 × 55 × 52 × 22 × 20.00160.00%
56125 × 55 × 52 × 22 × 20.000150.00%
56125 × 55 × 52 × 22 × 20.000556.67%
56129 × 95 × 52 × 22 × 20.000130.00%
58169 × 95 × 52 × 22 × 20.000150.00%

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