HYBRID MACHINE LEARNING MODELS FOR IMPROVED DIAGNOSTIC ANALYSIS

    公开(公告)号:US20250062025A1

    公开(公告)日:2025-02-20

    申请号:US18807045

    申请日:2024-08-16

    Abstract: Methods and systems for performing diagnosis using patient sample data are described. The method comprises receiving patient sample data at a point of care, analyzing the received patient sample data at the point of care, and evaluating a first result of analyzing the received patient sample data at the point of care to determine whether a criterion for advanced analysis at a central reference laboratory is met. In a case where the criterion for advanced analysis is met, the method further comprises reflexing the received patient sample data to the central reference laboratory for the advanced analysis, receiving, at the point of care, a second result of the advanced analysis from the central reference laboratory, and displaying at least one of the first result or the second result on a display at the point of care.

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