Personalized parameter modeling methods and related devices and systems
First Claim
1. A method of operating a sensing device associated with a patient, the sensing device including a control module coupled to a sensing element configured to measure a physiological condition in a body of the patient, the method comprising:
- obtaining, by the control module of the sensing device, current operational context information associated with the sensing device;
obtaining, by the control module, an expected calibration factor parameter model associated with the patient;
calculating, by the control module, an expected calibration factor value based on the expected calibration factor parameter model and the current operational context information;
obtaining, by the control module, one or more electrical signals from the sensing element of the sensing device, the one or more electrical signals having a signal characteristic indicative of the physiological condition in the body of the patient;
converting, by the control module, the one or more electrical signals into a calibrated measurement value for the physiological condition in the body of the patient using the expected calibration factor value; and
outputting, by the control module, the calibrated measurement value for the physiological condition in the body of the patient.
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Abstract
Medical devices and related patient management systems and parameter modeling methods are provided. An exemplary method of operating a sensing device associated with a patient involves obtaining current operational context information associated with the sensing device, obtaining a parameter model associated with the patient, calculating a current parameter value based on the parameter model and the current operational context information, obtaining one or more signals from a sensing element configured to measure a condition in a body of the patient, and providing an output that is influenced by the calculated current parameter value and the one or more signals.
247 Citations
20 Claims
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1. A method of operating a sensing device associated with a patient, the sensing device including a control module coupled to a sensing element configured to measure a physiological condition in a body of the patient, the method comprising:
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obtaining, by the control module of the sensing device, current operational context information associated with the sensing device; obtaining, by the control module, an expected calibration factor parameter model associated with the patient; calculating, by the control module, an expected calibration factor value based on the expected calibration factor parameter model and the current operational context information; obtaining, by the control module, one or more electrical signals from the sensing element of the sensing device, the one or more electrical signals having a signal characteristic indicative of the physiological condition in the body of the patient; converting, by the control module, the one or more electrical signals into a calibrated measurement value for the physiological condition in the body of the patient using the expected calibration factor value; and outputting, by the control module, the calibrated measurement value for the physiological condition in the body of the patient. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 20)
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14. A sensing device comprising:
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a sensing element to output one or more electrical signals having a signal characteristic indicative of a physiological condition in a body of a patient; a data storage element to store an expected calibration factor parameter model associated with the patient; an output interface; and a control module coupled to the sensing element, the data storage element, and the output interface to calculate an expected calibration factor value based on the expected calibration factor parameter model and current operational context information, convert the one or more electrical signals into a calibrated measurement value for the physiological condition in the body of the patient using the expected calibration factor value, and provide the calibrated measurement value at the output interface. - View Dependent Claims (15, 16, 17)
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18. A system comprising:
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a computing device communicatively coupled to a network to obtain historical operational context information associated with a patient via the network, obtain historical values for a calibration factor associated with the patient via the network, and determine a patient-specific model for the calibration factor based on a relationship between the historical operational context information and the historical values; and a sensing device communicatively coupled to the computing device to obtain the patient-specific model, obtain current operational context information associated with the sensing device, calculate an expected value for the calibration factor based on the patient-specific model and the current operational context information, obtain one or more electrical signals having a signal characteristic indicative of a physiological condition in a body of the patient from a sensing element of the sensing device, convert the one or more electrical signals into a calibrated measurement value for the physiological condition in the body of the patient using the expected value for the calibration factor, and output the calibrated measurement value. - View Dependent Claims (19)
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Specification