Optimizing mapping of ECG signals retrospectively by detecting inconsistency
A system includes signal acquisition circuitry and a processor. The signal acquisition circuitry is configured to receive multiple intra-cardiac signals acquired by multiple electrodes of an intra-cardiac probe in a heart of a patient. The processor is configured to perform a sequence of annotation-visualization operations at subsequent times, by performing, in each operation: extracting multiple annotation values from the intra-cardiac signals, selecting a group of the intra-cardiac signals, identifying in the group one or more annotation values that are statistically deviant by more than a predefined measure of deviation, and visualizing the annotation values to a user, while omitting and refraining from visualizing the statistically deviant annotation values. The processor is further configured to assess, over one or more of the annotation-visualization operations, a rate of omissions of annotation values, and to take a corrective action in response to detecting that the rate of omissions exceeds a predefined threshold.
1. A system, comprising:
signal acquisition circuitry, which is configured to receive multiple intra-cardiac signals acquired by multiple electrodes of an intra-cardiac probe in a heart of a patient; and
a processor, which is configured to:
perform a sequence of annotation-visualization operations at subsequent times, by performing, in each operation:
(i) extracting multiple annotation values from the intra-cardiac signals;
(ii) selecting a group of the intra-cardiac signals;
(iii) identifying in the group one or more annotation values that are statistically deviant by more than a predefined measure of deviation; and
(iv) visualizing the annotation values to a user, while omitting and refraining from visualizing the statistically deviant annotation values;
assess, over one or more of the annotation-visualization operations, a rate of omissions of annotation values; and
take a corrective action in response to detecting that the rate of omissions exceeds a predefined threshold.
2. The system according to claim 1 , wherein the processor is configured to take the corrective action by re-applying one or more of the omitted annotation values and re-identifying the statistically deviant annotation values.
3. The system according to claim 1 , wherein the processor is configured to take the corrective action by re-extracting one or more of the annotation values from the intra-cardiac signals.
4. The system according to claim 1 , wherein the processor is configured to define the measure of the deviation in terms of a standard score of the annotation values.
5. The system according to claim 1 , wherein the processor is configured to define the measure of the deviation in terms of one or more percentiles of the annotation values.
6. The system according to claim 1 , wherein, in a given annotation-visualization operation, the processor is configured to calculate deviations of the annotation values over intra-cardiac signals acquired by a selected subset of spatially-related electrodes located no more than a predefined distance from one another in the heart.
7. The system according to claim 1 , wherein, in calculating deviations of the annotation values for a given annotation-visualization operation, the processor is configured to average the intra-cardiac signals over multiple temporally-related cardiac cycles that occur within a predefined time duration.
8. The system according to claim 1 , wherein, in a given annotation-visualization operation, the processor is configured to correct one or more of the annotation values in a given intra-cardiac signal, acquired by a given electrode in the group, to compensate for a displacement of the given electrode relative to the other electrodes in the group.
9. The system according to claim 1 , wherein the annotation values comprise Local Activation Times (LATS).
10. The system according to claim 1 , wherein the processor is configured to visualize the annotation values by overlaying the annotation values, excluding the statistically deviant annotation values, on a model of the heart.
11. A method, comprising:
receiving multiple intra-cardiac signals acquired by multiple electrodes of an intra-cardiac probe in a heart of a patient;
performing a sequence of annotation-visualization operations at subsequent times, by performing, in each operation:
(i) extracting multiple annotation values from the intra-cardiac signals;
(ii) selecting a group of the intra-cardiac signals;
(iii) identifying in the group one or more annotation values that are statistically deviant by more than a predefined measure of deviation; and
(iv) visualizing the annotation values to a user, while omitting and refraining from visualizing the statistically deviant annotation values;
assessing, over one or more of the annotation-visualization operations, a rate of omissions of annotation values; and
taking a corrective action in response to detecting that the rate of omissions exceeds a predefined threshold.
12. The method according to claim 11 , wherein taking the corrective action comprises re-applying one or more of the omitted annotation values and re-identifying the statistically deviant annotation values.
13. The method according to claim 11 , wherein taking the corrective action comprises re-extracting one or more of the annotation values from the intra-cardiac signals.
14. The method according to claim 11 , wherein the measure of the deviation is defined in terms of a standard score of the annotation values.
15. The method according to claim 11 , wherein the measure of the deviation is defined in terms of one or more percentiles of the annotation values.
16. The method according to claim 11 , and comprising, in a given annotation-visualization operation, calculating deviations of the annotation values over intra-cardiac signals acquired by a selected subset of spatially-related electrodes located no more than a predefined distance from one another in the heart.
17. The method according to claim 11 , and comprising, in calculating deviations of the annotation values for a given annotation-visualization operation, averaging the intra-cardiac signals over multiple temporally-related cardiac cycles that occur within a predefined time duration.
18. The method according to claim 11 , and comprising, in a given annotation-visualization operation, correcting one or more of the annotation values in a given intra-cardiac signal, acquired by a given electrode in the group, to compensate for a displacement of the given electrode relative to the other electrodes in the group.
19. The method according to claim 11 , wherein the annotation values comprise Local Activation Times (LATS).
20. The method according to claim 11 , wherein visualizing the annotation values comprises overlaying the annotation values, excluding the statistically deviant annotation values, on a model of the heart.