Methods and systems for utilizing prediction models in healthcare
First Claim
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1. A method for generating interfaces configured to receive patient variable data, the method comprising:
- receiving, by a computer system, an identification of a first plurality of health outcomes;
accessing, by the computer system, sets of predictors associated with respective health outcomes in the first plurality of health outcomes;
dynamically generating, by the computer system, a patient information request interface based at least in part on the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes,wherein the dynamically generated patient information request interface is configured to request patient information corresponding to the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes,wherein the dynamically generated interface is configured by the computer system to reduce redundancy in the requested information at least in part by identifying one or more variables that may be shared among the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes.
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Abstract
A method for providing decision support includes using a programmed computer to input a regression model specification, and to repeat the input a plurality of times to obtain and store a plurality of regression model specifications. The method further includes using the programmed computer to analyze selected regression model specifications to determine at least one of common variables and functions of common variables, to thereby determine a reduced-redundancy request for input of variables, when a plurality of the stored regression model specifications are selected for use.
21 Citations
20 Claims
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1. A method for generating interfaces configured to receive patient variable data, the method comprising:
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receiving, by a computer system, an identification of a first plurality of health outcomes; accessing, by the computer system, sets of predictors associated with respective health outcomes in the first plurality of health outcomes; dynamically generating, by the computer system, a patient information request interface based at least in part on the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated patient information request interface is configured to request patient information corresponding to the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated interface is configured by the computer system to reduce redundancy in the requested information at least in part by identifying one or more variables that may be shared among the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system, comprising:
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a server computer comprising hardware including a processing device; non-transitory computer readable memory storing a server module, that when executed by the server computer causes the system to perform operations comprising; receiving an identification of a first plurality of health outcomes; accessing sets of predictors associated with respective health outcomes in the first plurality of health outcomes; dynamically generating a patient information request interface based at least in part on the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated patient information request interface is configured to request patient information corresponding to the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated interface is configured to reduce redundancy in the requested information at least in part by identifying one or more variables that may be shared among the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. Non-transitory computer readable memory storing instructions, that when executed by a computer system comprising hardware causes the computer system to perform operations comprising:
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receiving an identification of a first plurality of health outcomes; accessing sets of predictors associated with respective health outcomes in the first plurality of health outcomes; dynamically generating a patient information request interface based at least in part on the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated patient information request interface is configured to request patient information corresponding to the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes, wherein the dynamically generated interface is configured to reduce redundancy in the requested information at least in part by identifying one or more variables that may be shared among the sets of predictors associated with the respective health outcomes in the first plurality of health outcomes. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification