Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US10194994B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10194994-B2 |
| Application number | US-201615152496-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 11, 2016 |
| Priority date | May 12, 2015 |
| Publication date | Feb 5, 2019 |
| Grant date | Feb 5, 2019 |
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A system and method for obtaining an OIS coordinate frame comprising an electronic control unit configured to determine a local 3D electric field loop, create a zero mean version of E(t) over a depolarization interval, compute an Ė value at each of a plurality of time intervals, compute an initial estimate of ŵ from a cross product of E and the Ė value for each of the plurality of time intervals, average the initial estimate of ŵ from each of the plurality of time for a best estimate of ŵ, determine a plurality of â(θ) values and using the corresponding {circumflex over (n)}(θ) values, compute a composite match score, and choose at least one best value for â and a best value for {circumflex over (n)}.
Opening claim text (preview).
What is claimed is: 1. A system for obtaining an OIS coordinate frame within a heart, comprising: a catheter comprising a plurality of closely spaced electrodes; and an electronic control unit configured to: receive a plurality of signals from the plurality of closely spaced electrodes; determine a local 3D electric field loop; create a zero mean version of E(t) over a depolarization interval; compute an Ė value at each of a plurality of time intervals; compute an initial estimate of ŵ from a cross product of E and the Ė value for each of the plurality of time intervals; average the initial estimate of ŵ from each of the plurality of time for an estimate of ŵ; determine a plurality of â(θ) values and choosing a corresponding {circumflex over (n)}(θ) value for each of the plurality of â(θ) values; compute a composite match score; and choose at least one value for â and a value for {circumflex over (n)} outputting at least one of the estimate of ŵ and at least one value for â and a value for {circumflex over (n)}. 2. The system of claim 1 , wherein the electronic control unit is further configured to compute at least one of OIS omnipole signals comprising E n , E a , and E w . 3. The system of claim 2 , wherein the electronic control unit is further configured to compute at least one amplitude from the at least one OIS omnipole signals. 4. The system of claim 3 , wherein the electronic control unit is further configured to compute a conduction velocity vector from the at least one OIS omnipole signals and the at least one amplitude. 5. The system according to claim 1 , wherein the electronic control unit is further configured to filter all of a plurality of unipolar signals, a plurality of catheter bipoles, and the 3D E-field loop before determining the local 3D electric field loop and the OIS coordinate fame of {circumflex over (n)}, â, and ŵ. 6. The system according to claim 1 , wherein the electronic control unit is further configured to determine a catheter force related surface distension through the value for {circumflex over (n)}. 7. The system according to claim 1 , wherein the electronic control unit is further configured to determine whether a high quality OIS signal is present within the local 3D electric field loop. 8. The system according to claim 1 , wherein the electronic control unit is further configured to weight a plurality of points within the local 3D electric field loop. 9. A method for obtaining an OIS coordinate frame within a heart, comprising: receiving a plurality of signals from a plurality of closely spaced electrodes determining a local 3D electric field loop; creating a zero mean version of E(t) over a depolarization interval; computing an Ė value at each of a plurality of time intervals; computing an initial estimate of ŵ from a cross product of E and the Ė value for each of the plurality of time intervals; averaging the initial estimate of ŵ from each of the plurality of time for an estimate of ŵ; determining a plurality of â(θ) values and choosing a corresponding {circumflex over (n)}(θ) value for each of the plurality of â(θ) values; computing a composite match score; and choosing at least one value for â and a value for {circumflex over (n)}. 10. The method of claim 9 , further comprising computing at least one of OIS omnipole signals comprising E n , E a , and E w . 11. The method of claim 10 , further comprising computing at least one amplitude from the at least one OIS omnipole signals. 12. The method of claim 11 , further comprising computing a conduction velocity vector from the at least one OIS omnipole signals and the at least one amplitude. 13. The method according to claim 9 , further comprising filtering all of a plurality of unipolar signals, a plurality of catheter bipoles, and the 3D E-field loop before determining the local 3D electric field loop. 14. The method according to claim 9 , wherein the electronic control unit is further configured to determine a catheter force related surface distension through the value for {circumflex over (n)}. 15. The method according to claim 9 , wherein the electronic control unit is further configured to determine whether a high quality OIS signal is present within the local 3D electric field loop. 16. A system for obtaining an OIS coordinate frame within a heart, comprising: a catheter comprising a plurality of closely spaced electrodes; and an electronic control unit configured to: receive a plurality of signals from the plurality of closely spaced electrodes; determine a local 3D electric field loop; compute a composite match score for how well {dot over (φ)} matches an inner product of E and â(θ) and −φ matches an inner product of E and {circumflex over (n)}; choose a value for â and a value for {circumflex over (n)}; and determine a value for ŵ by a right hand rule and a cross product ŵ={circumflex over (n)}×â outputting at least one of the value for ŵ and the value for â and a value for {circumflex over (n)}. 17. The system of claim 16 , wherein the electronic control unit is further configured to compute at least one of OIS omnipole signals comprising E n , E a , and E w . 18. The system of claim 17 , wherein the electronic control unit is further configured to compute at least one amplitude from the at least one OIS omnipole signals. 19. The system of claim 18 , wherein the electronic control unit is further configured to compute a conduction velocity vector from the at least one OIS omnipole signals and the at least one amplitude. 20. The system according to claim 16 , wherein the electronic control unit is further configured to filter all of a plurality of unipolar signals, a plurality of catheter bipoles, and the 3D E-field loop before determining the local 3D electric field loop.
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Mapping · CPC title
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