ENHANCING BLOOD CELL ESTIMATION

摘要

Systems, methods, and non-transitory computer-readable storage media for constructing a clinically-derived and personalized blood cell mobilization prediction models, enhancing the understanding of a blood tests by excluding the contemporary effect of the contemporary activity from the contemporary blood sample data, optimizing a vaccine by maximizing a concentration of a collection of immune cells which interact with the collection of antigens present in the vaccine can be prescribed, and enhancing the reliability of activity data by accounting for inconsistencies, gaps in data, etc. that is collected from telemetric devices.

主权项

1. A method of enhancing the results of a blood test comprising:
constructing, for an individual, a personalized blood cell mobilization prediction model using a clinically-derived blood cell mobilization prediction model and a set of collected individual data; receiving pre-test activity data for the individual; receiving contemporary blood sample data after an administration of a blood test for the individual; predicting a contemporary effect of the pre-test activity data by applying the pre-test activity data to the personalized blood cell mobilization prediction model; and creating an enhanced blood panel by excluding the contemporary effect of the contemporary activity from the contemporary blood sample data.