GLUCOSE PREDICTOR BASED ON REGULARIZATION NETWORKS WITH ADAPTIVELY CHOSEN KERNELS AND REGULARIZATION PARAMETERS
First Claim
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1. A glucose prediction device comprising:
- Input device structured to receive information indicative of a physiologic condition of a subject,processing device structured to predict a glycaemic state of the subject on the basis of information received by the input device, andoutput device structured to convey information related to the predicted glycaemic state,wherein the processing device is adapted to perform a multistage prediction process comprising a prediction setting stage specifying a functional space for the prediction and a prediction execution stage specifying a predicted glycaemic state of the subject in the functional space as a continuous function of time.
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Abstract
The invention relates to a method and a device for predicting a glycaemic profile of a subject. A multistage algorithm is employed comprising a prediction setting stage specifying a functional space for the prediction and a prediction execution stage specifying a predicted future glycaemic state of the subject in the functional space as a continuous function of time.
24 Citations
26 Claims
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1. A glucose prediction device comprising:
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Input device structured to receive information indicative of a physiologic condition of a subject, processing device structured to predict a glycaemic state of the subject on the basis of information received by the input device, and output device structured to convey information related to the predicted glycaemic state, wherein the processing device is adapted to perform a multistage prediction process comprising a prediction setting stage specifying a functional space for the prediction and a prediction execution stage specifying a predicted glycaemic state of the subject in the functional space as a continuous function of time. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 20, 21, 22, 23)
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15. A computer-implemented method for predicting a glucose profile of a subject, the method comprising:
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receiving, by a processing device, information related to at least one measurement of a body characteristic, specifying, by the processing device, a functional space for the prediction on the basis of the information received, and specifying, by the processing device, a predicted glycemic state of the subject in the functional space as a continuous function of time. - View Dependent Claims (16, 17, 18, 19, 25, 26)
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24. A computer-implemented method for determining a glucose concentration, the method comprising:
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receiving a sensor signal of a subject, estimating a glucose concentration from the received sensor signal;
wherein estimating comprises determining an estimated glucose concentration predictor function in a predetermined functional space as a continuous function of sensor signal values.
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Specification