EarlySign’s COVID Complications AlgoMarker Identifies individuals at increased risk for having COVID-19 complications. With the goal of prioritizing patients for COVID-19 testing and treatment, this new AlgoMarker aids in triaging patients by reducing chart review time to determine whether they are potentially at high risk for hospitalization, complications, and mortality.
COVID-19 use cases:
EarlySign’s model identifies individuals at high risk of developing complications from the Coronavirus using routine, existing EHR data. The model was developed using millions of EHR records—originally trained to predict moderate to severe flu complications —and adjusted based on global publications of COVID-19 risk factors and epidemiological records. Individuals are flagged by the model through analysis of hundreds of routine medical parameters, including demographics, admission history, prescribed medications, smoking history, and diagnoses associated with immunosuppression and chronic conditions such as respiratory and cardiac diseases.
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