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This study proposes a convolutional neural network (CNN)‐based computer‐aided diagnosis (CAD) system for the grade classification of human glioma by using mid‐infrared (MIR) spectroscopic mappings. Through data augmentation of pixels recombination, the mappings in the training set increased almost 161 times relative to the original mappings. The pixels of the recombined mappings in the training set...
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