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Development of message passing-based graph convolutional networks for classifying cancer pathology reports

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Background: Applying graph convolutional networks (GCN) to the classification of free-form natural language texts leveraged by graph-of-words features (TextGCN) was studied and confirmed to be an effective means of describing com... ...