Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US2016331471A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2016331471-A1 |
| Application number | US-201615152496-A |
| Country | US |
| Kind code | A1 |
| Filing date | May 11, 2016 |
| Priority date | May 12, 2015 |
| Publication date | Nov 17, 2016 |
| Grant date | — |
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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, 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 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 best value for â and a best 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 best 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, comprising: 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 a best 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 best value for â and a best 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 best 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, comprising: an electronic control unit configured to: 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 best value for â and a best 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. 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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