Cardiac rhythm management system with arrhythmia prediction and prevention
A cardiac rhythm management system predicts when an arrhythmia will occur and in one embodiment invokes a therapy to prevent or reduce the consequences of the arrhythmia. A cardiac arrhythmia trigger/marker is detected from a patient, and based on the trigger/marker, the system estimates a probability of a cardiac arrhythmia occurring during a predetermined future time interval. The system provides a list of triggers/markers, for which detection values are recurrently obtained at various predetermined time intervals. Based on detection values and conditional probabilities associated with the triggers/markers, a probability estimate of a future arrhythmia is computed. An arrhythmia prevention therapy is selected and activated based on the probability estimate of the future arrhythmia.
1. A processor-readable storage medium comprising processor-executable instructions:
detecting a conditioning event statistically associated with an occurrence of an arrhythmia in a patient's heart; and,
predicting that the arrhythmia will occur within a specified prediction time period if an estimated arrhythmia probability exceeds a specified threshold value, wherein the estimated arrhythmia probability is computed from a conditional arrhythmia probability associated with the conditioning event, wherein the conditional arrhythmia probability is derived using a number of past observations of a number of instances in which the conditioning event occurs together with the arrhythmia within a specified time period.
2. The processor-readable storage medium of claim 1 , further comprising processor-executable instructions detecting a plurality of conditioning events statistically associated wit the occurrence of the arrhythmia and further wherein a composite estimated arrhythmia probability is compared wit the threshold value in order to predict the occurrence of the arrhythmia, the composite arrhythmia probability being a combination of the estimated arrhythmia probability associated with each detected conditioning event.
3. The processor-readable storage medium of claim 1 , further comprising processor-executable instructions delivering a preventive arrhythmia therapy if the estimated arrhythmia probability exceeds a therapy threshold.
4. The processor-readable storage medium of claim 1 , further comprising processor-executable instructions issuing a warning signal that the arrhythmia has been predicted if the estimated arrhythmia probability exceeds a therapy threshold.
5. The processor-readable storage medium of claim 4 , wherein the warning signal is an audible signal.
6. The processor-readable storage medium of claim 4 , wherein the warning signal is a radio-transmitted signal.
7. The processor-readable storage medium of claim 1 , further comprising a preventive arrhythmia therapy list.
8. The processor-readable storage medium of claim 1 , further comprising a conditioning event list.
9. The processor-readable storage medium of claim 1 , further comprising processor-executable translation matrix that maps a member of a conditioning event list to a member of a preventive arrhythmia therapy list.
10. The processor-readable storage medium of claim 3 , wherein the preventive therapy includes delivering one or more pharmaceutical agents.
11. The processor-readable storage medium of claim 3 , wherein the preventive therapy includes pacing the heart.
12. The processor-readable storage medium of claim 3 , wherein the preventive therapy includes delivering at least one cardioversion/defibrillation shock to the heart.
13. The processor-readable storage medium of claim 3 , wherein the preventive therapy includes electrically stimulating a sympathetic or parasympathetic branch of the autonomic nervous system.
14. The processor-readable storage medium of claim 1 , wherein the conditional arrhythmia probability is computed using a ratio of one or more past observations of one or more instances in which the conditioning event occurs together with the arrhythmia within a specified time period divided by a number of past observations of a number of instances in which the conditioning event occurs either alone or together with the arrhythmia within the specified time period.
15. A processor-readable storage medium comprising processor-executable instructions:
detecting a conditioning event statistically associated with an occurrence of an arrhythmia in a patient's heart; and
predicting that the arrhythmia will occur within a specified prediction time period if an estimated conditional arrhythmia probability exceeds a specified threshold value.
16. The processor-readable storage medium of claim 15 , further comprising processor-executable instructions computing the estimated arrhythmia probability.
17. The processor-readable storage medium of claim 16 , further comprising processor-executable instructions computing the estimated arrhythmia probability from a conditional arrhythmia probability, wherein the conditional arrhythmia probability is associated with the conditioning event, and in which the conditional arrhythmia probability is derived using a past observation of a number of past instances in which the conditioning event occurs together with another arrhythmia within a specified time period.
18. The processor-readable storage medium of claim 17 , further comprising processor-executable instructions:
detecting a plurality of conditioning events statistically associated with the occurrence of an arrhythmia in the patient's heart, and
predicting, using the plurality of conditioning events, the occurrence of an arrhythmia within a specified prediction time period if the estimated arrhythmia probability exceeds the specified threshold value.
19. The processor-readable storage medium of claim 18 , further comprising processor-executable instructions computing a composite estimated arrhythmia probability that includes a combination of the estimated arrhythmia probabilities associated with detected conditioning events.
20. The processor-readable storage medium of claim 17 , wherein the conditional arrhythmia probability is computed using a ratio of one or more past observations of one or more instances in which the conditioning event occurs together with the arrhythmia within a specified time period divided by a number of past observations of a number of instances in which the conditioning event occurs either alone or together with the arrhythmia within the specified time period.
21. The processor-readable storage medium of claim 15 , further comprising processor-executable instructions for selecting a particular therapy modality using the specified prediction time period.