Computational simulations of anatomical structures and body surface electrode positioning
View Patent ↗A method may include identifying a simulated three-dimensional representation corresponding to an internal anatomy of a subject based on a match between a computed two-dimensional image corresponding to the simulated three-dimensional representation and a two-dimensional image depicting the internal anatomy of the subject. Simulations of the electrical activities measured by a recording device with standard lead placement and nonstandard lead placement may be computed based on the simulated three-dimensional representation. A clinical electrogram and/or a clinical vectorgram for the subject may be corrected based on a difference between the simulations of electrical activities to account for deviations arising from patient-specific lead placement as well as variations in subject anatomy and pathophysiology.
1. A system, comprising:
at least one processor; and
at least one memory including program code which when executed by the at least one processor provides operations comprising:
identifying a three-dimensional representation of at least a portion of an anatomy of a subject including a target organ;
identifying a non-standard lead placement of one or more electrogram leads on a body of the subject;
generating, based at least on the three-dimensional representation, one or more simulated electrical activations of the target organ;
generating, based at least on the one or more simulated electrical activations, a non-standard electrogram associated with the non-standard lead placement of the one or more electrogram leads on the body of the subject;
generating, based at least on the one or more simulated electrical activations, a standard electrogram associated with a standard lead placement of the one or more electrogram leads on the body of the subject; and
correcting, based at least on a difference between the nonstandard electrogram and the standard electrogram, an actual electrogram generated for the subject using the non-standard lead placement.
2. The system of claim 1 , wherein the standard electrogram, the nonstandard electrogram, and the actual electrogram comprise electrocardiograms, electroencephalograms, or vectorcardiograms.
3. The system of claim 1 , wherein the correcting includes generating a transformation matrix to transform the nonstandard electrogram to the standard electrogram and applying the transformation matrix to the actual electrogram.
4. The system of claim 1 , wherein the identifying of the three-dimensional representation includes comparing a two-dimensional image of the portion of the anatomy of the subject to one or more two-dimensional images included in a library mapping the one or more two-dimensional images to one or more corresponding three-dimensional representations.
5. The system of claim 1 , wherein the nonstandard lead placement is identified based at least on an analysis of a two-dimensional image of the portion of the anatomy.
6. The system of claim 1 , wherein the operations further comprise:
identifying a simulated electrogram matching the corrected electrogram by at least searching a library including a plurality of simulated electrograms, the library mapping the plurality of simulated electrograms to one or more characteristics of the target organ used to generate the plurality of simulated electrograms.
7. A computer implemented method, comprising:
identifying a three-dimensional representation of at least a portion of an anatomy of a subject including a target organ;
identifying a non-standard lead placement of one or more electrogram leads on a body of the subject;
generating, based at least on the three-dimensional representation, one or more simulated electrical activations of the target organ;
generating, based at least on the one or more simulated electrical activations, a non-standard electrogram associated with the non-standard lead placement of the one or more electrogram leads on the body of the subject;
generating, based at least on the one or more simulated electrical activations, a standard electrogram associated with a standard lead placement of the one or more electrogram leads on the body of the subject; and
correcting, based at least on a difference between the nonstandard electrogram and the standard electrogram, an actual electrogram generated for the subject using the non-standard lead placement.
8. The method of claim 7 , wherein the standard electrogram, the nonstandard electrogram, and the actual electrogram comprise electrocardiograms, electroencephalograms, or vectorcardiograms.
9. The method of claim 7 , wherein the correcting includes generating a transformation matrix to transform the nonstandard electrogram to the standard electrogram and applying the transformation matrix to the actual electrogram.
10. The method of claim 7 , wherein the identifying of the three-dimensional representation include comparing a two-dimensional image of the portion of the anatomy of the subject to one or more two-dimensional images included in a library mapping the one or more two-dimensional images to one or more corresponding three-dimensional representations.
11. The method of claim 7 , wherein the nonstandard lead placement is identified based at least on an analysis of a two-dimensional image of the portion of the anatomy.
12. The method of claim 7 , further comprising:
identifying a simulated electrogram matching the corrected electrogram by at least searching a library including a plurality of simulated electrograms, the library mapping the plurality of simulated electrograms to one or more characteristics of the target organ used to generate the plurality of simulated electrograms.
13. A non-transitory computer readable medium storing instructions, which when executed by at least one data processor, result in operations comprising:
identifying a three-dimensional representation of at least a portion of an anatomy of a subject including a target organ;
identifying a non-standard lead placement of one or more electrogram leads on a body of the subject;
generating, based at least on the three-dimensional representation, one or more simulated electrical activations of the target organ;
generating, based at least on the one or more simulated electrical activations, a non-standard electrogram associated with the non-standard lead placement of the one or more electrogram leads on the body of the subject;
generating, based at least on the one or more simulated electrical activations, a standard electrogram associated with a standard lead placement of the one or more electrogram leads on the body of the subject; and
correcting, based at least on a difference between the nonstandard electrogram and the standard electrogram, an actual electrogram generated for the subject using the non-standard lead placement.
14. An apparatus, comprising:
means for identifying a three-dimensional representation of at least a portion of an anatomy of a subject including a target organ;
means for identifying a non-standard lead placement of one or more electrogram leads on a body of the subject;
means for generating, based at least on the three-dimensional representation, one or more simulated electrical activations of the target organ;
means for generating, based at least on the one or more simulated electrical activations, a non-standard electrogram associated with the non-standard lead placement of the one or more electrogram leads on the body of the subject;
means for generating, based at least on the one or more simulated electrical activations, a standard electrogram associated with a standard lead placement of the one or more electrogram leads on the body of the subject; and
means for correcting, based at least on a difference between the nonstandard electrogram and the standard electrogram, an actual electrogram generated for the subject using the non-standard lead placement.