Intracardiac unipolar far field cancelation using multiple electrode cathethers
A method is implemented by a mapping engine executed by a processor. The method includes receiving electrical activity from electrodes of a catheter. The method includes performing a spatial electrode signal analysis of the electrical activity for each electrode of the catheter. The method includes scaling a common signal component of the electrical activity identified by the spatial electrode signal analysis to determine a residual signal.
1 . A method for improving intracardiac electroanatomical mapping by reducing far field interference and isolating local unipolar electrical activity during a cardiac electrophysiology procedure, the method comprising:
receiving electrical activity from a plurality of electrodes of a catheter;
performing a spatial electrode signal analysis of the electrical activity for each electrode of the plurality of electrodes, wherein the spatial electrode signal analysis comprises weighting electrical activity signals based on distances between electrodes to form weighted signals, and decomposing the weighted signals using a matrix decomposition algorithm to identify a common signal component representing far field activity;
scaling the common signal component to form a scaled common signal component; and
determining a residual signal by subtracting the scaled common signal component from the electrical activity, wherein the residual signal represents near field local unipolar electrical activity used to identify activation timing during the cardiac electrophysiology procedure.
2 . The method of claim 1 , wherein the catheter comprises a high-density mapping catheter.
3 . The method of claim 1 further comprising:
displaying the near field local unipolar electrical activity.
4 . The method of claim 1 , further comprising:
determining a reference electrode of the plurality of electrodes.
5 . The method of claim 1 , wherein the spatial electrode signal analysis further includes
determining a dot product of the weights and the electrical activity.
6 . The method of claim 5 , wherein the dot product is calculated using one or more algorithms to generate orthogonal signals.
7 . The method of claim 6 , wherein the one or more algorithms comprise singular value decomposition.
8 . The method of claim 1 , wherein the spatial electrode signal analysis further includes:
performing a correlation of a largest signal among the electrical activity to signals of a reference electrode among the plurality of electrodes to provide a projection value.
9 . The method of claim 1 , wherein the spatial electrode signal analysis further includes:
determining a tensor product of a largest signal among the electrical activity and a projection value to provide a far field estimation.
10 . The method of claim 1 , wherein the matrix decomposition algorithm comprises singular value decomposition or principal component analysis.
11 . The method of claim 1 , wherein the common signal component is subtracted from electrical activity of each electrode of the plurality of electrodes to determine a respective residual signal for the each electrode.
12 . The method of claim 1 , wherein the catheter comprises a plurality of splines, each spline including a subset of the plurality of electrodes.
13 . The method of claim 1 , wherein the residual signal is used to identify scar tissue based on amplitude characteristics.
14 . A system for improving intracardiac electroanatomical mapping by reducing far field interference and isolating local unipolar electrical activity during a cardiac electrophysiology procedure, the system comprising:
a memory; and
one or more processors communicatively coupled to the memory, wherein the one or more processors are collectively configured to:
receive electrical activity from a plurality of electrodes of a catheter;
perform a spatial electrode signal analysis of the electrical activity for each electrode of the plurality of electrodes, wherein the spatial electrode signal analysis comprises weighting electrical activity signals based on distances between electrodes to form weighted signals, and decomposing the weighted signals using a matrix decomposition algorithm to identify a common signal component representing far field activity;
scale the common signal component to form a scaled common signal component; and
determine a residual signal by subtracting the scaled common signal component from the electrical activity, wherein the residual signal represents near field local unipolar electrical activity used to identify activation timing during the cardiac electrophysiology procedure.
15 . The system of claim 14 , wherein the catheter comprises a high-density mapping catheter.
16 . The system of claim 15 , wherein the one or more processors are further collectively configured to:
display the near field local unipolar electrical activity.
17 . The system of claim 14 , wherein the one or more processors are further collectively configured to determine a signal-to-noise ratio of the residual signal.
18 . The system of claim 14 , wherein the one or more processors are further collectively configured to determine the activation timing based on a minimum derivative of the residual signal.
19 . A non-transitory computer readable storage medium storing instructions for improving intracardiac electroanatomical mapping by reducing far field interference and isolating local unipolar electrical activity during a cardiac electrophysiology procedure, the instructions when executed by a processor of a surgical console cause the surgical console to perform operations including:
receiving electrical activity from a plurality of electrodes of a catheter;
performing a spatial electrode signal analysis of the electrical activity for each electrode of the plurality of electrodes, wherein the spatial electrode signal analysis comprises weighting electrical activity signals based on distances between electrodes to form weighted signals, and decomposing the weighted signals using a matrix decomposition algorithm to identify a common signal component representing far field activity;
scaling the common signal component to form a scaled common signal component; and
determining a residual signal by subtracting the scaled common signal component from the electrical activity, wherein the residual signal represents near field local unipolar electrical activity used to identify activation timing during the cardiac electrophysiology procedure.
20 . The non-transitory computer readable storage medium of claim 19 , wherein the instructions further cause the surgical console to highlight regions of interest on a cardiac map based on the near field local unipolar electrical activity.