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Data mining approach to estimate the duration of drug therapy from longitudinal electronic medical records

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Figure

Table 1. Snapshot of MF table – treatment intensification.
Table 2. Mathematical Formulation
Table 3. Snapshot of MF table-combining therapies. Patient’s last follow-up date was identified as 24 January 2008.
Table 5. Summary statistics on the estimated duration in months of treatment with specific medications in T2DM cohort(n=1,861,560) by “chaining” and “continuous” methods, and the difference in the estimated duration between “chaining” and“continuous” methods.

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