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Our Basic CNN model Design, which contains two convolution layers with kernel size 5 × 5 and 3 × 3 respectively, each with LeakyReLU as activation function and followed by a Max-pooling layer. The output layer has two nodes representing the two classes: nodule and non-nodule.