Alert system for hypo and hyperglycemia prevention based on clinical risk
A device for generating alerts for Hypo and Hyperglycemia Prevention from Continuous Glucose Monitoring (CGM) determines a dynamic risk based on both information of glucose level and a trend obtainable from a CGM signals. The device includes a display whose color depends on the DR (for example, red for high DR, green for low risk). When DR exceeds a certain threshold, alerts are generated to suggest the patient to pay attention to the current glucose reading and to its trend, both of which are shown on the display in numbers and symbols (e.g. an arrow with different slope or color).
1. A system for alerting a patient of hypoglycemia and hyperglycemia risk, comprising:
(a) a continuous glucose monitoring (CGM) device configured to periodically perform glucose measurements for the patient, thereby generating a series of glucose levels;
(b) one or more circuitries configured to:
(i) evaluate, by employing a regularized deconvolution algorithm, a differential change in glucose level over time (dg/dt) based on the series of glucose levels and a signal to noise ratio associated with the periodic glucose measurements;
(ii) generate a smoothed glucose level that is indicative of the series of glucose levels;
(iii) estimate a dynamic risk based on the smoothed CGM and dg/dt;
(iv) compare the dynamic risk to a predetermined threshold; and
(v) generate a display representative of the smoothed CGM and a perceptible alarm when the dynamic risk is greater than the predetermined threshold.
2. The system of claim 1 , wherein the system evaluates a differential change in glucose level over time (dg/dt) based on the series of glucose levels by employing a regularized deconvolution algorithm.
3. The system of claim 1 , wherein the one or more circuitries are further configured to calculate an angle α that is a function of dg/dt and wherein the device monitor is also configured to display an arrow that is angled from horizontal by the angle α.
4. The system of claim 1 , wherein the perceptible alarm comprises an alarm selected from a list consisting of: a blinking display, a brightly colored display, a vibratory alarm, an audible alarm, and combinations thereof.
5. The system of claim 1 , wherein the display is configured to show different smoothed CGM values as corresponding different colors.
6. The system of claim 1 , wherein the display is further configured to display a trend box that indicates a CGM data trend.
7. A method of monitoring glucose in a patient, comprising the steps of:
(a) receiving from a continuous glucose monitoring (CGM) device a series of glucose levels associated with the patient, wherein the series of glucose levels are generated by the CGM performing periodic glucose measurements for the patient;
(b) evaluating, by employing a regularized deconvolution algorithm, a differential change in glucose level over time (dg/dt) based on the series of glucose levels and a signal to noise ratio associated with the periodic glucose measurements;
(c) generating a smoothed glucose level that is indicative of the series of glucose levels;
(d) estimating a dynamic risk based on the smoothed CGM and dg/dt;
(e) comparing the dynamic risk to a predetermined threshold; and
(f) generating a display representative of the smoothed CGM and generating a perceptible alarm when the dynamic risk is greater than the predetermined threshold.
8. The method of claim 7 , wherein the display further shows indicative of a dg/dt trend.
9. The method of claim 8 , further comprising the steps of: calculating an angle a that is a function of dg/dt; and displaying the arrow so that it is angled from horizontal by the angle α.
10. The method of claim 7 , wherein the perceptible alarm comprises an alarm selected from a list consisting of: a blinking display, a brightly colored display, a vibratory alarm, an audible alarm, and combinations thereof.
11. The method of claim 7 , wherein the display shows different smoothed CGM values as corresponding different colors.
12. The method of claim 7 , further comprising the step of displaying a trend box that indicates a CGM data trend.