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With the database established and recognized, normalization is performed to reduce the numerical variations involving diagnostics, and to map the inputs to an correct range to facilitate the initialization on the neural network. Based on the final results by J.X. Zhu et al.19, the general performance of deep neural network is simply weakly dependen