The use of sequential pattern mining to predict next prescribed medications
We use sequential pattern mining to identify temporal relationships between drugs. Mined stepwise patterns of pharmacologic therapy are consistent with guidelines. Mined patterns are useful for predicting the next drug prescribed for a patient. Accurate predictions can be made using only a few drugs in the patients history.
sequential pattern mining data mining knowledge base clinical decision support diabetes