Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US9554728B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9554728-B2 |
| Application number | US-201214002368-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 1, 2012 |
| Priority date | Mar 2, 2011 |
| Publication date | Jan 31, 2017 |
| Grant date | Jan 31, 2017 |
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The present invention relates to visualizing information of an object. In order to provide spatial information and in addition situation specific data to the user while ensuring an effective perceptibility, a method ( 110 ) is provided comprising the steps of: a) providing ( 112 ) pre-navigation data ( 114 ) of a region of interest of an object ( 22 ); wherein the pre-navigation data comprises spatial geometrical data ( 116 ) and a functional parameter surface ( 118 ) in correspondence to the spatial geometrical data; b) acquiring ( 120 ) live image data ( 122 ) of the region of interest; c) detecting ( 124 ) an element ( 126 ) in the live image data; d) determining ( 128 ) spatial relation ( 130 ) of the pre-navigation data and the live image data; e) determining ( 132 )the position ( 134 ) of the detected element in the spatial geometrical data, which determining is based on the spatial relation, and computing ( 136 ) a predetermined related point of location ( 138 ) on the functional parameter surface; f) generating ( 140 ) a combination ( 142 ) of a simplified surface representation ( 144 ) of the region of interest, which simplified surface representation is based on a visualization of the functional parameter surface, and a marker ( 146 ) indicating the computed predetermined related point of location; and g) displaying ( 148 ) the combination as navigation guidance ( 150 ).
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The invention claimed is: 1. A method for visualizing information of an object of interest, the method comprising the steps of: a) providing pre-navigation data of a region of interest of an object wherein the pre-navigation data comprises spatial geometrical data and a functional parameter surface in correspondence to the spatial geometrical data; b) acquiring live image data of the region of interest; c) utilizing the live image data to detect an instrument in the live image data; d) determining spatial relation of the pre-navigation data and the live image data; e) determining the position of the detected instrument in the spatial geometrical data, which determining is based on the spatial relation, and computing a predetermined related point of location on the functional parameter surface; f) generating a combination of a simplified surface representation of the region of interest, which simplified surface representation is based on a visualization of the functional parameter surface, and a marker indicating the computed predetermined related point of location; wherein the simplified surface representation is an unfolded map image; and g) displaying the combination as navigation guidance. 2. The method according to claim 1 , wherein said determining based on said spatial relation in step e) determines a point in said spatial geometric data, said predetermined related point of location being a closest point on the functional parameter surface to the determined point. 3. The method according to claim 1 , wherein the detection of the instrument comprises determining the 2D position of the instrument in the live image data and for determining the position in step e), the detected 2D position is mapped to the spatial geometrical data by a direct projection line. 4. The method according to claim 1 , wherein step e) comprises a back projection) of the determined position through the spatial geometrical data, to estimate spatial position of the instrument. 5. The method according to claim 4 , wherein in case that the back projection does not intersect with the anatomy according to the spatial geometrical data, the closest or statistically most likely point in the anatomy is used. 6. The method according to claim 1 , wherein a projection axis from the detected instrument in the spatial geometrical data to the computed related point of location on the functional parameter surface is provided; further including the step of displaying a 3D image of said region of interest, said 3D image being aligned with the projection axis. 7. The method according to claim 1 . wherein step f) comprises combining navigation anatomy with the simplified surface representation. 8. The method according to claim 1 , wherein the navigation anatomy comprises a projection of the vascular structure. 9. The method according to claim 1 , wherein the navigation guidance is a 2D representation comprising functional parameter surface information and 3D positioning information of the instrument in relation to the region of interest. 10. The method of claim 1 , wherein said instrument is an invasive instrument. 11. A device, for visualizing information of an object of interest, comprising: a processor; an interface unit; and a display; wherein the interface unit comprises a circuit configured for providing pre-navigation data of a region of interest of an object, wherein the pre-navigation data comprises spatial geometrical data and a functional parameter surface in correspondence to the spatial geometrical data; and for providing live image data of the region of interest; wherein said processor comprises a circuit configured for utilizing the live image data to detect an instrument in the live image data; for determining spatial relation of the pre-navigation data and the live image data; for determining the position of the detected instrument in the spatial geometrical data, which determining is based on the spatial relation, and for computing a predetermined related point of location on the functional parameter surface; and for generating a combination of a simplified surface representation of the region of interest, which simplified surface representation is based on a visualization of the functional parameter surface, and a marker indicating the computed predetermined related point of location; wherein the simplified surface representation is an unfolded map image; and wherein the display is adapted to display the combination as navigation guidance. 12. A medical imaging system for visualizing information of an object of interest, comprising: is device according to claim 11 ; and image acquisition apparatus; wherein said device is configured for, via the image acquisition apparatus, acquire the live image data of the region of interest. 13. The device of claim 11 , further comprising a processor unit that includes said processor. 14. The device of claim 13 , wherein said interface unit serves as a user interface unit, and said processor comprises a medical imaging processor. 15. The device of claim 14 , wherein said medical imaging processor comprises an X-ray imaging processor. 16. The device of claim 11 , said circuit being realized in a solid state medium. 17. The device of claim 11 , wherein said instrument is an invasive instrument. 18. A non-transitory computer readable medium embodying a program for visualizing information of an object of interest, said program having instructions executable by a processor for performing a plurality of acts, from among said plurality there being the acts of: a) providing pre-navigation data of a region of interest of an object wherein the pre-navigation data comprises spatial geometrical data and a functional parameter surface in correspondence to the spatial geometrical data; b) acquiring live image data of the region of interest; c) utilizing the live image data to detect an instrument in the live image data; d) determining spatial relation or the pre-navigation data and the live image data; e) determining the position of the detected instrument in the spatial geometrical data, which determining is based on the spatial relation, and computing a predetermined related point of location on the functional parameter surface; f) generating a combination of a simplified surface representation of the region of interest, which simplified surface representation is based on a visualization of the functional parameter surface, and a marker indicating the computed predetermined related point of location; wherein the simplified surface representation is an unfolded map image; and g) displaying the combination as navigation guidance. 19. The computer readable medium of claim 18 , wherein said instrument is an invasive instrument.
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