Detecting or validating a detection of a state change from a template of heart rate derivative shape or heart beat wave complex

1. A medical device configured to implement via one or more processors a method of determining an occurrence of a seizure, the method comprising:

obtaining data relating to a portion of a heart beat complex shape from a patient via a first body signal;

obtaining a second body signal;

identifying the occurrence of the seizure based upon the second body signal, wherein the second body signal is different from the first body signal utilized for the portion of the heart beat complex shape;

comparing the portion of the heart beat complex shape with a corresponding portion of a reference heart beat complex shape template of the patient;

verifying the occurrence of the seizure based upon the comparison; and

initiating an electrical stimulation therapy based on the verification.

2. The medical device of claim 1 , wherein the verification of the occurrence of the seizure is based on a determination that the portion of the heart beat complex shape failed to match the corresponding portion of the reference heart beat complex shape template.

3. The medical device of claim 1 , wherein the identifying further includes:

obtaining a time series of cardiac data from the patient; determining a reference heart rate derived shape from the time series of cardiac data where the reference heart rate derived shape comprises at least one characteristic selected from: a number of phases relative to the reference heart rate parameter; a number of extrema of a heart rate derivative; a number of directions of change of the heart rate derivative; an area under a first curve of a first phase; a number of positive phases; or a number of negative phases.

4. The medical device of claim 3 , wherein the identifying further includes:

determining a second reference heart rate derived shape from the time series of cardiac data where the second reference heart rate derived shape comprises a second characteristic selected from a second number of phases relative to the second reference heart rate derived shape; a second number of positive phases relative to the second reference heart rate derived shape; a second number of negative phases relative to the second reference heart rate derived shape; a second number of extrema of the second heart rate derivative; a second area under a second curve of a second phase; or a second number of directions of change of the second heart rate derivative.

5. The medical device of claim 4 , wherein the identifying the occurrence of the seizure is further based upon a determination that the second reference heart rate derived shape matches a second seizure template in the second characteristic.

6. The medical device of claim 3 , wherein the heart rate derivative is at least one of a heart rate and a heart rate variability.

7. The medical device of claim 1 , wherein the portion of the heart beat complex shape comprises at least one of:

an amplitude of a P wave; a polarity of the P wave; an amplitude of an R wave; a polarity of a Q wave; a polarity of the R wave; an amplitude of an S wave; a polarity of the S wave; an amplitude of a T wave; a polarity of the T wave; an area under a curve of the P wave; an area under a curve of the Q wave; an area under a curve of the R wave; an area under a curve of the S wave; an area under a curve of the T wave; a width of the P wave; a width of the Q wave; a width of the R wave; a width of the S wave; a width of the T wave; a morphology of the P wave; a morphology of the Q wave; a morphology of the R wave; a morphology of the T wave; a magnitude of a change in a distance from the P wave to the Q wave; a magnitude of a change in a distance from the P wave to the R wave; a magnitude of a change in a distance from the Q wave to the R wave; a magnitude of a change in a distance from the R wave to the S wave; a magnitude of a change in a distance from the R wave to the T wave; a magnitude of a change in a distance from the S wave to the T wave; a magnitude of an S-T segment elevation; a magnitude of an S-T segment depression; a magnitude of a Q-T segment elevation; a magnitude of a Q-T segment depression; a P-R interval; an R-S interval; an S-T interval; an R-T interval; and a Q-T interval.

8. The medical device of claim 1 , wherein the comparing further comprises comparing the portion of the heart beat complex shape with a corresponding portion of a second reference heart beat complex shape template of the patient, and wherein the verification is based upon a determination that the heart beat complex shape fails to match at least one of the reference heart beat complex shape template and the second reference heart beat complex shape template.

9. The medical device of claim 1 , wherein the identifying the occurrence of the seizure is based upon a determination that a heart rate derived shape matches a seizure template in at least one characteristic.

10. The medical device of claim 1 , wherein the comparing further comprises obtaining a corresponding portion of a second reference heart beat complex shape template of the patient and comparing the portion of the reference heart beat complex shape with the corresponding portion of a second reference heart beat complex shape template of the patient, and wherein the verification is based upon a determination that the heart beat complex shape fails to match both the reference heart beat complex shape template and the second reference heart beat complex shape template.

11. The medical device of claim 1 , further comprising obtaining a second reference heart beat complex shape template, wherein the verification of the occurrence of the seizure is based upon both the determination that the heart beat complex shape fails to match the reference heart beat complex shape template and a second determination that the heart beat complex shape fails to match the second reference heart beat complex shape template.

12. The medical device of claim 1 , wherein the method further comprises taking an action in response to the verification, wherein the action is at least one of:

providing a warning of the seizure; logging a time of the seizure; computing one or more seizure indices; logging one or more computed seizure indices; and two or more thereof.

13. The medical device of claim 1 , wherein the obtaining further comprises obtaining data relating to at least a portion of a plurality of heart beat complex shapes and the verification is based upon a determination that at least one heart beat complex shape of the plurality of heart beat complex shapes fails to match the reference heart beat complex shape template.