Superquadratics neural network reconstruction by a mapping engine of an anatomical structure
US-2024346292-A1 · Oct 17, 2024 · US
US9055877B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9055877-B2 |
| Application number | US-201314077250-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 12, 2013 |
| Priority date | May 2, 2011 |
| Publication date | Jun 16, 2015 |
| Grant date | Jun 16, 2015 |
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An example system and method of processing cardiac activation information are disclosed. The method includes accessing a first cardiac signal and a second cardiac signal obtained from a patient. The first cardiac signal and the second cardiac signal are processed to identify a point of change in the first cardiac signal at which a derivative of the first cardiac signal diverges with respect to a derivative of the second cardiac signal. An activation onset time is assigned in the first cardiac signal at the point of change to define a cardiac activation.
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The invention claimed is: 1. A method of processing cardiac activation information, the method comprising: accessing a first cardiac signal and a second cardiac signal obtained from a patient; processing the first cardiac signal and the second cardiac signal to identify a point of change in the first cardiac signal at which a derivative of the first cardiac signal diverges with respect to a derivative of the second cardiac signal; and assigning an activation onset time in the first cardiac signal at the point of change to define a cardiac activation. 2. The method of claim 1 , wherein the point of change is associated with a largest divergence of the derivative of the first cardiac signal with respect to the derivative of the second cardiac signal. 3. The method of claim 1 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are selected from the group consisting of a zero order derivative, a first order derivative, a second order derivative, a higher order derivative, and combinations thereof. 4. The method of claim 1 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are zero order derivatives. 5. The method of claim 1 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are first order derivatives. 6. The method of claim 1 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are second order derivatives. 7. The method of claim 1 , further comprising obtaining the first cardiac signal and the second cardiac signal from the patient using a first sensor and a second sensor, respectively. 8. The method of claim 7 , wherein the first cardiac signal and the second cardiac signal are obtained contemporaneously from the patient. 9. The method of claim 1 , wherein the point of change is identified at about the same time point for the first cardiac signal and the second cardiac signal. 10. The method of claim 1 , wherein the point of change is identified using one or more of slope, amplitude, timing and shape for the first cardiac signal and the second cardiac signal. 11. The method of claim 1 , wherein determination of the point of change comprises: forming a composite cardiac signal from the first cardiac signal and the second cardiac signal; determining ratio values at a plurality of points in the first cardiac signal, each ratio value representing a difference between the derivative of the second cardiac signal and a derivative of the composite cardiac signal to a difference between derivative of the first cardiac signal and the derivative of the composite cardiac signal; and selecting as the point of change in the first cardiac signal a point having a largest ratio value from the determined ratio values. 12. The method of claim 1 , wherein the point of change is higher than a noise level associated with the first cardiac signal and the second cardiac signal. 13. The method of claim 1 , further comprising accessing, processing and assigning to define multiple cardiac activations in the first cardiac signal. 14. The method of claim 1 , further comprising iteratively accessing the first cardiac signal and the second cardiac signal from a plurality of cardiac signals. 15. The method of claim 1 , further comprising: iteratively accessing pairs of cardiac signals from a plurality of cardiac signals, each pair having a first cardiac signal and different second cardiac signal; performing processing and assigning for each of the pairs to define multiple cardiac activations in the first cardiac signal in each of the pairs; and reconstructing a cardiac activation pattern based on assigned activation onset times of cardiac activations from the plurality of cardiac signals to indicate a source of a cardiac rhythm disorder. 16. The method of claim 15 , further comprising displaying the cardiac activation pattern as reconstructed to facilitate treatment of cardiac tissue at the source to treat the cardiac rhythm disorder. 17. A system to process cardiac activation information, the system comprising: at least one computing device to: access a first cardiac signal and a second cardiac signal obtained from a patient; process the first cardiac signal and the second cardiac signal to identify a point of change in the first cardiac signal at which a derivative of the first cardiac signal diverges with respect to a derivative of the second cardiac signal; and assign an activation onset time in the first cardiac signal at the point of change to define a cardiac activation. 18. The system of claim 17 , wherein the point of change is associated with a largest divergence of the derivative of the first cardiac signal with respect to the derivative of the second cardiac signal. 19. The system of claim 17 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are one of a zero order derivative, a first order derivative, a second order derivative, and a higher order derivative, and combinations thereof. 20. The system of claim 17 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are zero order derivatives. 21. The system of claim 17 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are first order derivatives. 22. The system of claim 17 , wherein the derivative of the first cardiac signal and the derivative of the second cardiac signal are second order derivatives. 23. The system of claim 17 , further comprising a computer readable medium comprising instructions, which when executed by the at least one computing device, cause the at least one computing device to access, process and assign. 24. The system of claim 17 , wherein the point of change is identified at about the same time point for both the first cardiac signal and the second cardiac signal. 25. The system of claim 17 , wherein the point of change is identified using one or more of slope, amplitude, timing and shape for the first cardiac signal and the second cardiac signal. 26. The system of claim 17 , wherein the at least one computing device is further to: form a composite cardiac signal from the first cardiac signal and the second cardiac signal; determine ratio values at a plurality of points in the first cardiac signal, each ratio value representing a difference between the derivative of the second cardiac signal and a derivative of the composite cardiac signal to a difference between the derivative of the first cardiac signal and the derivative of the composite cardiac signal; and select as the point of change in the first cardiac signal a point having a largest ratio value from the determined ratio values. 27. The system of claim 17 , wherein the at least one computing device is further to access, process and assign to define multiple cardiac activations in the first cardiac signal. 28. The system of claim 17 , wherein the at least one computing device is further to iteratively access the first cardiac signal and the second cardiac signal from a plurality of obtained cardiac signals. 29. The system of claim 17 , further comprising a catheter with at least a first sensor and a second sensor to obtain from the patient the first cardiac signal and the s
for noise prevention, reduction or removal · CPC title
in a matrix array · CPC title
using differentiation including higher order derivatives · CPC title
including treatment, e.g., using an implantable medical device, ablating, ventilating · CPC title
using correlation, e.g. template matching or determination of similarity · CPC title
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