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Bidirectional RNN for Medical Event Detection in Electronic Health Records

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Figure

Table 1: Annotation statistics for the corpus.
Figure 1: Sequence Labeling model for LSTM network
Table 2: Cross validated micro-average of Precision, Recall andF-score for all medical tags
Figure 2: Change in F-score for RNN models with respect toCRF-context (baseline). The values below the plotted bars rep-resent the baseline f-scores for each class label.
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