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Table 4 Comparisons with different methods on different topic labels performance, where the topic labels* are determined by the doctors based on the probability distribution of the corresponding topic

From: Temporal topic model for clinical pathway mining from electronic medical records

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  1. For LDA and MMT, we rank the activities of each topic by the probability distribution. For Kmeans and hierarchical cluster, we rank the activities of each cluster by the Euclidean Distance (ED) between activities