Systems and methods for disease control and management
First Claim
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1. A system for management of a patient having a disease, comprising:
- an input device for receiving patient data;
a transmitter for transmitting the received patient data from the input device; and
a disease management server, comprising;
a receiver for receiving the transmitted patient data;
a processor for;
executing a basic model of a physiological system of the patient to generate a modified model for the patient based on the patient data, wherein the basic model comprises determining a rate of change in blood glucose level of the patient over a time interval based on food intake, insulin concentration in blood, and blood glucose inventory;
performing a statistical analysis of the patient data to detect data excursions of values of first parameters of the physiological system;
using the modified model to estimate an effect of the data excursions on second parameters of the physiological system;
using the modified model to determine factors causing the data excursions; and
using the modified model to develop a treatment recommendation to ameliorate negative effects of the disease; and
an output device for outputting the treatment recommendation.
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Abstract
Methods, computer-readable media, and systems for providing disease management. In one implementation, a system develops a treatment recommendation for a patient based on patient data. The system may receive patient data, execute a basic model of the physiological system of the patient to generate a modified model for the patient based on the patient data, perform a statistical analysis of the patient data to detect data excursions of the parameter values; use the modified model to determine factors causing the data excursions; and use the model to develop a treatment recommendation to ameliorate negative effects of the disease.
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Citations
25 Claims
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1. A system for management of a patient having a disease, comprising:
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an input device for receiving patient data; a transmitter for transmitting the received patient data from the input device; and a disease management server, comprising; a receiver for receiving the transmitted patient data; a processor for; executing a basic model of a physiological system of the patient to generate a modified model for the patient based on the patient data, wherein the basic model comprises determining a rate of change in blood glucose level of the patient over a time interval based on food intake, insulin concentration in blood, and blood glucose inventory; performing a statistical analysis of the patient data to detect data excursions of values of first parameters of the physiological system; using the modified model to estimate an effect of the data excursions on second parameters of the physiological system; using the modified model to determine factors causing the data excursions; and using the modified model to develop a treatment recommendation to ameliorate negative effects of the disease; and an output device for outputting the treatment recommendation. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18)
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19. A nontransitory computer-readable storage medium storing a program for causing a computer to perform a method for generating treatment recommendations for a patient, the method comprising:
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receiving transmitted patient data; executing a basic model of a physiological system of the patient to generate a modified model for the patient based on the patient data, wherein the basic model comprises determining a rate of change in blood glucose level of the patient over a time interval based on food intake, insulin concentration in blood, and blood glucose inventory; performing a statistical analysis of the patient data to detect data excursions of values of first parameters of the physiological system; using the modified model to estimate an effect of the data excursions on second parameters of the physiological system; using the modified model to determine factors causing the data excursions; using the modified model to develop a plurality of treatment recommendations to ameliorate negative effects of the disease; and outputting the treatment recommendations. - View Dependent Claims (20, 21, 22, 23, 24)
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25. A computer-implemented method for generating treatment recommendations for a patient, comprising:
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receiving, by a receiver, transmitted patient data; executing, by a processor, a basic model of a physiological system of the patient to generate a modified model for the patient based on the patient data, wherein the basic model comprises determining a rate of change in blood glucose level of the patient over a time interval based on food intake, insulin concentration in blood, and blood glucose inventory; performing, by the processor, a statistical analysis of the patient data to detect data excursions of values of first parameters of the physiological system; estimating, by the processor and using the modified model, an effect of the data excursions on second parameters of the physiological system; determining, by the processor and using the modified model, factors causing the data excursions; developing, by the processor and using the modified model, a plurality of treatment recommendations to ameliorate negative effects of the disease; and outputting, by an output device, the treatment recommendations.
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Specification