END-OF-LIFE DETECTION FOR ANALYTE SENSORS EXPERIENCING PROGRESSIVE SENSOR DECLINE
Systems and methods for processing sensor data and end-of-life detection are provided. In some embodiments, a method for determining the end-of-life of a continuous analyte sensor includes receiving a sensor signal from an analyte sensor. A plurality of risk factors associated with end-of-life sympt...
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| creator | Zhang, Yuxi Kamath, Apurv U Yousefi, Rasoul Esmaili, Ghazaleh R Naggs, Robert Michael Garcia, Arturo Ehtiati, Neda Constantin, Alexandra E Vanslyke, Stephen J Wang, Liang Rong, Daiting |
| description | Systems and methods for processing sensor data and end-of-life detection are provided. In some embodiments, a method for determining the end-of-life of a continuous analyte sensor includes receiving a sensor signal from an analyte sensor. A plurality of risk factors associated with end-of-life symptoms of analyte sensors is evaluated. The risk factors include a downward drift in sensor sensitivity over time, an amount of non-symmetrical, non-stationary noise and a duration of noise. An end-of-life status of the analyte sensor is determined based at least in part on the evaluating. An output related to the end-of-life status of the analyte sensor is provided. |
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| subjects | DIAGNOSIS HUMAN NECESSITIES HYGIENE IDENTIFICATION MEDICAL OR VETERINARY SCIENCE SURGERY |
| title | END-OF-LIFE DETECTION FOR ANALYTE SENSORS EXPERIENCING PROGRESSIVE SENSOR DECLINE |
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