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Temporal trends in condition diagnoses ascertained from the EDC data were not discoverable in the ICD dataset. DISCUSSION Mining frequent temporal condition patterns from large electronic health record datasets may reveal previously unknown associations between diagnoses that could inform future research into causation or other relationships. Mapping sparsely coded medical concepts into homogenous groups was essential to discovering potentially useful information from our dataset. CONCLUSIONS We expect that the presented meth

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