Methods and systems for utilizing prediction models in healthcare
First Claim
Patent Images
1. A system, comprising:
- a server computer comprising hardware including a processing device;
non-transitory computer readable memory that stores instructions, that when executed by the server computer causes the system to perform operations comprising;
analyzing sets of predictors associated with one or more health outcomes for a patient,wherein the predictors in the sets of predictors are collected from one or more networked devices;
generating an optimal set of predictors containing reduced informational redundancy using the collected sets of predictors, based at least in part on a removal of one or more duplicate predictors or a removal of one or more predictors that can be mathematically or logically derived from other predictors within the collected sets of predictors; and
providing a user interface comprising the optimal set of predictors for display on a computer display, or a programmatic interface configured to electronically provide the optimal set of predictors, or both a user interface comprising the optimal set of predictors for display on a computer display and a programmatic interface configured to electronically provide the optimal set of predictors.
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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.
37 Citations
20 Claims
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1. A system, comprising:
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a server computer comprising hardware including a processing device; non-transitory computer readable memory that stores instructions, that when executed by the server computer causes the system to perform operations comprising; analyzing sets of predictors associated with one or more health outcomes for a patient, wherein the predictors in the sets of predictors are collected from one or more networked devices; generating an optimal set of predictors containing reduced informational redundancy using the collected sets of predictors, based at least in part on a removal of one or more duplicate predictors or a removal of one or more predictors that can be mathematically or logically derived from other predictors within the collected sets of predictors; and providing a user interface comprising the optimal set of predictors for display on a computer display, or a programmatic interface configured to electronically provide the optimal set of predictors, or both a user interface comprising the optimal set of predictors for display on a computer display and a programmatic interface configured to electronically provide the optimal set of predictors. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A non-transitory computer readable medium that stores instructions, that when executed by a computing device cause the computing device to perform operations comprising:
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analyzing sets of predictors associated with one or more health outcomes for a patient, wherein the predictors in the sets of predictors are collected from one or more networked devices; generating an optimal set of predictors containing reduced informational redundancy using the collected sets of predictors, based at least in part on a removal of one or more duplicate predictors or a removal of one or more predictors that can be mathematically or logically derived from other predictors within the collected sets of predictors; and providing a user interface comprising the optimal set of predictors for display on a computer display, or a programmatic interface configured to electronically provide the optimal set of predictors, or both a user interface comprising the optimal set of predictors for display on a computer display and a programmatic interface configured to electronically provide the optimal set of predictors.
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12. A computer-implemented method, the method comprising:
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analyzing, by a computer system comprising processing device, sets of predictors associated with one or more health outcomes for a patient, wherein the predictors in the sets of predictors are collected from one or more networked devices; generating, by the computer system, an optimal set of predictors containing reduced informational redundancy using the collected sets of predictors, providing by the computer system, over a network, a user interface comprising the optimal set of predictors for display on a computer display, or a programmatic interface configured to electronically provide the optimal set of predictors, or both a user interface comprising the optimal set of predictors for display on a computer display and a programmatic interface configured to electronically provide the optimal set of predictors. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20)
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Specification