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.

    Methods and Systems for Processing Pathology Data of a Patient For Pre-Screening Veterinary Pathology Samples

    公开(公告)号:US20240221961A1

    公开(公告)日:2024-07-04

    申请号:US18391169

    申请日:2023-12-20

    CPC classification number: G16H70/60 G16H30/40

    Abstract: An example computer-implemented method for processing pathology data includes providing a first graphical user interface for display on a first device, receiving pathology data associated with a patient, extracting a keyword from the pathology data, determining by executing a first machine-learning logic and based on the keyword extracted from the pathology data a pathology summary, providing a second graphical user interface for display on a second device presenting the pathology summary, and receiving a second input from the second graphical user interface. In response to receiving the second input at the second graphical user interface, the method includes providing for display at least one of: a background information module comprising data associated with the pathology summary; a contact information module comprising contact information of a pathologist associated with the pathology data; and an ordering module, which when initiated, generates an order for follow-on testing.

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