Systems and methods for replacing signal artifacts in a glucose sensor data stream
Systems and methods for detecting noise episodes and processing analyte sensor data responsive thereto. In some embodiments, processing analyte sensor data includes filtering the sensor data to reduce or eliminate the effects of the noise episode on the signal.
1. A method for processing sensor data from a continuous glucose sensor, the method comprising:
receiving data at an electronics unit from a continuous glucose sensor indicative of a host's glucose concentration;
determining, using a signal reliability module operating on a processor in the electronics unit, a level of reliability of the continuous glucose sensor based on the data received from the continuous glucose sensor, wherein the level of reliability is selected by the processor from three or more predetermined reliability levels stored in a memory in the electronics unit; and
controlling the administration of a medicament, using a medicament administration device, based on the level of reliability.
2. The method of claim 1 , wherein the determining comprises performing pattern recognition.
3. The method of claim 1 , wherein the determining comprises identifying a drift in sensitivity.
4. The method of claim 1 , wherein the determining comprises identifying a drift in baseline.
5. The method of claim 1 , wherein the determining comprises measuring signal residuals.
6. The method of claim 1 , wherein the determining comprises measuring a level of signal artifact associated with the sensor data.
7. The method of claim 6 , wherein the measuring is based on a predetermined period of time or a predetermined amount of the data.
8. The method of claim 6 , wherein the signal artifact comprises transient non-glucose related signal artifacts in the data.
9. The method of claim 1 , wherein the determining is further based on detecting at least one of oxygen, pH, temperature, pressure or stress.
10. The method of claim 1 , wherein the level of reliability comprises a numerical value.
11. The method of claim 1 , wherein the level of reliability comprises a rating in terms of a percentage.
12. The method of claim 1 , further comprising requesting additional reference analyte data depending upon the level of reliability.
13. The method of claim 1 , further comprising prompting a user for a reference glucose value depending upon the level of reliability.
14. A system for processing sensor data from a continuous glucose sensor, comprising:
an input, the input configured to receive data from a continuous glucose sensor indicative of a host's glucose concentration when the continuous glucose sensor is coupled to the input;
a processor configured to determine signal reliability of the signal received at the input, the signal reliability based on the data received from the continuous glucose sensor, wherein the signal reliability is selected from three or more predetermined reliability levels; and
a medicament delivery device in communication with the processor, wherein the medicament delivery device is configured to control the administration of a medicament to the host based on the selected level of reliability.
15. The system of claim 14 , wherein the processor is further configured to perform pattern recognition when determining the signal reliability.
16. The system of claim 14 , wherein the processor is further configured to identify a drift in sensitivity when determining the signal reliability.
17. The system of claim 14 , wherein the processor is further configured to identify a drift in baseline when determining the signal reliability.
18. The system of claim 14 , wherein the input is further configured to receive data corresponding to a signal residual when determining the signal reliability.
19. The system of claim 14 , wherein the input is further configured to receive data corresponding to a level of signal artifact.
20. The system of claim 14 , wherein the processor is further configured to determine signal reliability over a predetermined period of time or using a predetermined amount of data.
21. The system of claim 14 , wherein the processor is further configured to detect at least one of oxygen, pH, temperature, pressure, or stress.
22. The system of claim 14 , further comprising a display configured to prompt a user to enter additional reference analyte data based on the level of reliability.
23. The system of claim 14 , further comprising a display configured to prompt a user to enter a reference glucose value based on the level of reliability.