METHODS AND SYSTEMS FOR UTILIZING PREDICTION MODELS IN HEALTHCARE
First Claim
1. A method for generating interfaces configured to receive patient variable data to be processed by mathematical health outcome prediction models, the method comprising:
- receiving, by a computer system, an identification of a first plurality of mathematical health outcome prediction models;
accessing the first plurality of mathematical health outcome prediction models;
dynamically generating, by the computer system, an interface based at least in part on respective definitions of the first plurality of mathematical health outcome prediction models,wherein the dynamically generated interface is configured to request patient information corresponding to patient variables of the first plurality of mathematical health outcome prediction models,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 first plurality of mathematical health outcome prediction models based at least in part upon the respective definitions of the first plurality of mathematical health outcome prediction models.
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Accused Products
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.
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Citations
32 Claims
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1. A method for generating interfaces configured to receive patient variable data to be processed by mathematical health outcome prediction models, the method comprising:
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receiving, by a computer system, an identification of a first plurality of mathematical health outcome prediction models; accessing the first plurality of mathematical health outcome prediction models; dynamically generating, by the computer system, an interface based at least in part on respective definitions of the first plurality of mathematical health outcome prediction models, wherein the dynamically generated interface is configured to request patient information corresponding to patient variables of the first plurality of mathematical health outcome prediction models, 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 first plurality of mathematical health outcome prediction models based at least in part upon the respective definitions of the first plurality of mathematical health outcome prediction models. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A computer system configured to facilitate the use of health outcome prediction models, the computer system comprising:
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at least one computing device; memory coupled to the at least one computing device, the memory having instructions stored therein that when executed by the at least one computing device are configured to cause the computer system to perform operations comprising; receiving an identification of a first plurality of mathematical health outcome prediction models; accessing the first plurality of mathematical health outcome prediction models; dynamically generating an interface based at least in part on respective definitions of the first plurality of mathematical health outcome prediction models, wherein the dynamically generated interface is configured to request patient information corresponding to patient variables of the first plurality of mathematical health outcome prediction models, 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 first plurality of mathematical health outcome prediction models based at least in part upon the respective definitions of the first plurality of mathematical health outcome prediction models. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
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23. A non-transitory computer readable storage medium having instructions stored thereon that, if executed by a computing system, cause the computing system to perform operations comprising:
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receiving an identification of a first plurality of mathematical health outcome prediction models; accessing the first plurality of mathematical health outcome prediction models; dynamically generating an interface based at least in part on respective definitions of the first plurality of mathematical health outcome prediction models, wherein the dynamically generated interface is configured to request patient information corresponding to patient variables of the first plurality of mathematical health outcome prediction models, 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 first plurality of mathematical health outcome prediction models based at least in part upon the respective definitions of the first plurality of mathematical health outcome prediction models. - View Dependent Claims (24, 25, 26, 27, 28, 29, 30, 31, 32)
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Specification