Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US10682126B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10682126-B2 |
| Application number | US-201615518365-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 11, 2016 |
| Priority date | May 11, 2016 |
| Publication date | Jun 16, 2020 |
| Grant date | Jun 16, 2020 |
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A phantom to determine navigational error in a surgical navigation system that tracks the location of an elongate tool having a tip and a shaft based on a plurality of fiducials attached to the elongate tool. The phantom includes a base portion that models a lower portion of a mammalian head and having a top surface with a plurality of touch points, each of the touch points being a respective indentation, and a frame detachably securable to the base portion and having an upper portion spaced apart from the top surface, the upper portion having defined therein a plurality of apertures. A tip of the elongate tool is to be inserted through said one of the apertures and in one of the touch points, and the surgical navigation system determines positional and angular error.
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What is claimed is: 1. A kit for use in determining navigational error in a surgical navigation system in a medical procedure, the kit comprising: an elongate tool having a tip and a shaft, the elongate tool to be tracked by the surgical navigation system based on a plurality of fiducials attached to the elongate tool; and a phantom including, a base portion that models a lower portion of a mammalian head and having a top surface with a plurality of touch points, each of the touch points being a respective indentation, and a frame detachably securable to the base portion and having an upper portion spaced apart from the top surface, the upper portion having defined therein a plurality of apertures, whereby a tip of the elongate tool is to be inserted through said one of the apertures and in one of the touch points, and wherein the position of the tip and the angular trajectory of the shaft of the elongate tool is determinable by the surgical navigation system and then comparable to data regarding a measured position of said one of the touch points and a measured trajectory between said one of the touch points and said one of the apertures to determine positional and angular error. 2. The kit claimed in claim 1 , wherein the elongate tool comprises a pointer or an access port. 3. The kit claimed in claim 1 or claim 2 , wherein said top surface includes a plurality of upwardly projecting posts, each post having an end including one of the respective indentations. 4. The kit claimed in claim 3 , wherein at least two of the posts are of different heights to provide indentations at different elevations. 5. The kit claimed in any one of claims 1 to 4 , wherein the upper portion comprises a plate, and wherein the frame includes at least one downwardly projecting side wall to hold said plate in spaced relation to said top surface. 6. The kit claimed in claim 5 , wherein the apertures are conical. 7. The kit claimed in claim 6 , wherein a narrowest diameter of each conical aperture in the plate is located at the side of the plate closest to the upper surface. 8. The kit claimed in any one of claims 5 to 7 , wherein the plate is circular. 9. The kit claimed in any one of claims 1 to 8 , wherein the fiducials comprise reflective markers, and wherein the surgical navigation system comprises an optical navigation system. 10. A method to determine navigational error in a surgical navigation system in a medical procedure using a phantom having a base portion that models a lower portion of a mammalian head and having a top surface with a plurality of touch points, each of the touch points being a respective indentation, and the phantom including a frame detachably securable to the base portion and having an upper portion spaced apart from the top surface, the upper portion having defined therein a plurality of apertures, the method comprising: registering the phantom to determine a three-dimensional (3D) location of the phantom; inserting a tip of an elongate tool through one of the apertures and into one of the touch points, the elongate tool having a shaft and a plurality of fiducials; estimating, using the surgical navigation system, the position of the tip and the angular trajectory of the shaft of the elongate tool based on detecting the location of the plurality of fiducials; and determining positional and angular error by comparing the position of the tip and angular trajectory of the shaft estimated by the surgical navigation system with measured data regarding the location of said one of the touch points and said one of the apertures. 11. The method claimed in claim 10 , further comprising obtaining said measured data using a coordinate measuring machine tool. 12. The method claimed in claim 10 or claim 11 , wherein estimating comprises determining an estimated location of the fiducial markers, mapping the fiducial markers to a virtual coordinate space, and mapping a model of the elongate tool to the virtual coordinate space based on the mapping of the fiducial markers. 13. The method claimed in any one of claims 10 to 12 , further comprising repeating the inserting, estimating and determining operations for a plurality of different aperture and touch point combinations, and further determining an average positional and angular error. 14. A phantom to determine navigational error in a surgical navigation system that tracks the location of an elongate tool having a tip and a shaft based on a plurality of fiducials attached to the elongate tool, the phantom comprising: a base portion that models a lower portion of a mammalian head and having a top surface with a plurality of touch points, each of the touch points being a respective indentation, and a frame detachably securable to the base portion and having an upper portion spaced apart from the top surface, the upper portion having defined therein a plurality of apertures, whereby a tip of the elongate tool is to be inserted through said one of the apertures and in one of the touch points, and wherein the position of the tip and the angular trajectory of the shaft of the elongate tool is determinable by the surgical navigation system and then comparable to data regarding a measured position of said one of the touch points and a measured trajectory between said one of the touch points and said one of the apertures to determine positional and angular error. 15. The phantom claimed in claim 14 , wherein said top surface includes a plurality of upwardly projecting posts, each post having an end including one of the respective indentations. 16. The phantom claimed in claim 15 , wherein at least two of the posts are of different heights to provide indentations at different elevations. 17. The phantom claimed in any one of claims 14 to 16 , wherein the upper portion comprises a plate, and wherein the frame includes at least one downwardly projecting side wall to hold said plate in spaced relation to said top surface. 18. The phantom claimed in claim 17 , wherein the apertures are conical. 19. The phantom claimed in claim 18 , wherein a narrowest diameter of each conical aperture in the plate is located at the side of the plate closest to the upper surface. 20. The phantom claimed in any one of claims 17 to 19 , wherein the plate is circular.
Surgical navigation systems; Devices for tracking or guiding surgical instruments, e.g. for frameless stereotaxis · CPC title
Trocars; Puncturing needles · CPC title
Reference marker arrangements for use with image guided surgery · CPC title
Dummies, phantoms; Devices simulating patient or parts of patient · CPC title
Cranial plugs for access to brain · CPC title
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