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In insulin-dependent diabetes mellitus (IDDM) therapy, a suitable insulin dosage taken at the appropriate times is needed for each patient to sustain the necessary blood-glucose level for his or her body. In this article, a datastream mining approach is proposed that can computationally derive real-time decision rules for formulating IDDM therapy based on insulin prescription records and patients’...
Blood glucose measurement is an important feedback in the course of diabetes treatment and prognosis. However, predicting the blood glucose level is not an easy task in the course of insulin treatment. There are many factors influencing the results (internal, environmental and behavioral factors). Previous attempts for predicting high levels of blood glucose utilize data related to insulin production,...
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