Robust rate calculation in an implantable cardiac stimulus or monitoring device
Devices and methods for analyzing cardiac signal data. An illustrative method includes identifying a plurality of detected events and measuring intervals between the detected events for use in rate estimation. In the illustrative embodiment, a set of intervals is used to make the rate estimation by first discarding selected intervals from the set. The remaining intervals are then used to calculate an estimated interval, for example by averaging the remaining intervals.
1. An implantable cardiac system for monitoring or treating a patient's heart, the implantable cardiac system including at least a plurality of implantable electrodes and operational circuitry coupled to the electrodes for performing cardiac signal analysis, in which the operational circuitry is configured to perform a cardiac signal analysis comprising:
sensing a signal using the implantable electrodes;
detecting events in the sensed signal, the detected events separated by intervals;
in a first method of estimating heart rate, averaging a set of intervals between detected events after analyzing the detected events and intervals to identify at least one of noise or overdetection, and calculating a first heart rate therefrom;
in a second method of estimating heart rate, averaging a set of intervals between detected events after eliminating at least one interval using a set of interval selection rules, and calculating a second heart rate therefrom; and
comparing the first heart rate to the second heart rate in order to analyze the patient's heart rhythm.
2. The system of claim 1 wherein the operational circuitry is configured such that the first method comprises:
performing noise detection on the detected events and marking an interval before and an interval after a detected event that fails noise detection as suspect; and
performing overdetection identification on any detected events that pass noise detection and combining an interval before and an interval after any detected events found to be overdetected into combined intervals and treating as discarded the two intervals used to form the combined interval; and
wherein the operational circuitry is configured to calculate the first heart rate using only combined intervals and intervals which are not marked as suspect or discarded.
3. The system of claim 2 wherein the operational circuitry is configured such that the set of interval selection rules is applied in the second method by:
starting with a set of N intervals, excluding two shortest intervals and a longest interval; and
calculating an average interval using the remaining N-3 intervals.
4. The system of claim 2 wherein the operational circuitry is configured to analyze the patient's cardiac rhythm using whichever of the first heart rate and second heart rate indicates a lower rate.
5. The system of claim 2 wherein the operational circuitry is configured to analyze the patient's cardiac rhythm by determining whether the first heart rate and the second heart rate are similar to one another and, if not, by analyzing the patient's cardiac rhythm using a different sensing vector than a sensing vector used to calculate the first heart rate and the second heart rate.
6. The system of claim 1 wherein the operational circuitry is configured such that the set of interval selection rules is applied in the second method by:
starting with a set of N intervals, excluding a shortest interval and a longest interval; and
calculating an average interval using the remaining N-2 intervals.
7. The system of claim 1 wherein the operational circuitry is configured such that the set of interval selection rules is applied in the second method by:
starting with a set of N intervals, excluding two shortest intervals and a longest interval; and
calculating an average interval using the remaining N-3 intervals.
8. The system of claim 1 wherein the operational circuitry is configured to analyze the patient's cardiac rhythm using whichever of the first heart rate and second heart rate indicates a lower rate.
9. The system of claim 1 wherein the operational circuitry is configured to analyze the patient's cardiac rhythm by determining whether the first heart rate and the second heart rate are similar to one another and, if not, by analyzing the patient's cardiac rhythm using a different sensing vector than a sensing vector used to calculate the first heart rate and the second heart rate.
10. The system of claim 1 wherein the operational circuitry is configured to analyze the patient's cardiac rhythm by determining whether the first heart rate and the second heart rate are similar to one another and, if not, performing a morphology assessment of the patient's cardiac signal to determine whether detected events are treatable.
11. An implantable cardiac system for monitoring or treating a patient's heart, the implantable cardiac system including at least a plurality of implantable electrodes and means for analyzing cardiac signals from the plurality of implantable electrodes, the means for analyzing configured to operate as follows:
sensing a signal using the implantable electrodes;
detecting events in the sensed signal, the detected events separated by intervals;
in a first method of estimating heart rate, averaging a set of intervals between detected events after analyzing the detected events and intervals to identify at least one of noise or overdetection, and calculating a first heart rate therefrom;
in a second method of estimating heart rate, averaging a set of intervals between detected events after eliminating at least one interval using a set of interval selection rules, and calculating a second heart rate therefrom; and
comparing the first heart rate to the second heart rate in order to analyze the patient's heart rhythm.
12. The system of claim 11 wherein the means for analyzing is configured such that the first method comprises:
performing noise detection on the detected events and marking an interval before and an interval after a detected event that fails noise detection as suspect; and
performing overdetection identification on any detected events that pass noise detection and combining an interval before and an interval after any detected events found to be overdetected into combined intervals and treating as discarded the two intervals used to form the combined interval; and
wherein the means for analyzing is configured to calculate the first heart rate using only combined intervals and intervals which are not marked as suspect or discarded.
13. The system of claim 11 wherein the means for analyzing is configured such that the set of interval selection rules is applied in the second method by:
starting with a set of N intervals, excluding two shortest intervals and a longest interval; and
calculating an average interval using the remaining N-3 intervals.
14. The system of claim 11 wherein the means for analyzing is configured to analyze the patient's cardiac rhythm using whichever of the first heart rate and second heart rate indicates a lower rate.
15. The system of claim 11 wherein the means for analyzing is configured to analyze the patient's cardiac rhythm by determining whether the first heart rate and the second heart rate are similar to one another and, if not, by analyzing the patient's cardiac rhythm using a different sensing vector than a sensing vector used to calculate the first heart rate and the second heart rate.
16. A method of operation in an implantable cardiac system for monitoring or treating a patient's heart, the implantable cardiac system including at least a plurality of implantable electrodes and operational circuitry configured for analyzing cardiac signals from the plurality of implantable electrodes, the method comprising:
the operational circuitry sensing a signal using the implantable electrodes;
the operational circuitry detecting events in the sensed signal, the detected events separated by intervals;
in a first method of estimating heart rate, the operational circuitry averaging a set of intervals between detected events after analyzing the detected events and intervals to identify at least one of noise or overdetection, and calculating a first heart rate therefrom;
in a second method of estimating heart rate, the operational circuitry averaging a set of intervals between detected events after eliminating at least one interval using a set of interval selection rules, and calculating a second heart rate therefrom; and
the operational circuitry comparing the first heart rate to the second heart rate in order to analyze the patient's heart rhythm.
17. The method of claim 16 in which the first method of estimating heart rate further comprises:
the operational circuitry performing noise detection on the detected events and marking an interval before and an interval after a detected event that fails noise detection as suspect;
the operational circuitry performing overdetection identification on any detected events that pass noise detection and combining an interval before and an interval after any detected events found to be overdetected into combined intervals and treating as discarded the two intervals used to form the combined interval; and
the operational circuitry calculating the first heart rate using only combined intervals and intervals which are not marked as suspect or discarded.
18. The method of claim 16 wherein set of interval selection rules is applied in the second method by:
the operational circuitry starting with a set of N intervals, excluding two shortest intervals and a longest interval; and
the operational circuitry calculating an average interval using the remaining N-3 intervals.
19. The method of claim 16 further comprising the operational circuitry analyzing the patient's cardiac rhythm using whichever of the first heart rate and second heart rate indicates a lower rate.
20. The method of claim 16 further comprising the operational circuitry analyzing the patient's cardiac rhythm by determining whether the first heart rate and the second heart rate are similar to one another and, if not, by sensing additional cardiac signals using a different sensing vector than a sensing vector used to calculate the first heart rate and the second heart rate.