Chronic Disease Progressive Model for Diabetes (CDPMD)
Our AI-powered DSI leverages FHIR-standardized EHR data to predict diabetes risks (hypoglycemia, retinopathy, kidney disease) up to 5 years ahead with 92% accuracy.
Caching - Due to the fact that the LLM takes a considerable amount of time to generate predictions for users, we have introduced caching to reduce the number of calls being made to the LLM API. This also serves as a means of cost reduction.
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