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US 2018/0322956 A1Published application
Time Window-Based Platform for the Rapid Stratification of Blunt Trauma Patients into Distinct Outcome Cohorts
AssigneeUniversity of Pittsburgh—Of the Commonwealth System of Higher Education
InventorsGregory M. Constantine, Timothy Billiar, Qi Mi, Yoram Vodovotz, Rami Namas, Lukas Schimunek
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Abstract
Provided herein are methods for segregating trauma, e.g., blunt trauma, patients into different cohorts based on risk of multiple organ dysfunction syndrome using patient data obtained within a short time window following injury. The methods are useful in providing treatment to trauma patients, and for separating trauma patients into cohorts.
Claims20
A method of managing a trauma injury patient or a method of determining risk of multiple organ dysfunction in a patient, comprising:
- obtaining within a window of time after injury a patient's values for members of a panel of biomarkers, clinical variables, and/or genetic polymorphisms that are, as a group, able to segregate, using one or more statistical and/or mathematical methods on a data set of a statistically-significant size, patients at least into group of patients that experience high risk, and patients that experience low risk, of multiple organ dysfunction with clinically-acceptable specificity and selectivity;
- determining, using a computer-implemented method, a value for the obtained patient's values for each member of the panel of biomarkers, clinical variables, and/or genetic polymorphisms against a set of stored values for a statistically-significant number of patients, and calculating a representation of those values to produce a panel value;
- determining, using a computer-implemented method, if the panel value for the patient is within a range of panel values for the set of stored values within which patients experience a clinically-relevant risk of multiple organ dysfunction or nosocomial infection;
- and
- producing, using a computer-implemented method, an output indicating whether the patient is expected to experience a risk of multiple organ dysfunction or nosocomial infection.
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Dependencies are inferred from the claim text.