Artificial intelligence coregistration and marker detection, including machine learning and using results thereof
US-12161426-B2 · Dec 10, 2024 · US
US10028789B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10028789-B2 |
| Application number | US-75084007-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 18, 2007 |
| Priority date | May 19, 2006 |
| Publication date | Jul 24, 2018 |
| Grant date | Jul 24, 2018 |
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A method of compensating for motion of objects during a surgical procedure is provided. The method includes determining a pose of an anatomy of a patient; determining a pose of a surgical tool of a surgical device; defining a relationship between the pose of the anatomy and a position, an orientation, a velocity, and/or an acceleration of the surgical tool; associating the pose of the anatomy, the pose of the surgical tool, and the relationship; and updating the association in response to a motion of the anatomy and/or a motion of the surgical tool without interrupting operation of the surgical device during the surgical procedure.
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What is claimed is: 1. A method of compensating for motion of objects during a surgical procedure, comprising the steps of: determining a pose of an anatomy of a patient; determining a pose of a surgical tool of a surgical device, wherein the surgical device comprises a haptic device; determining an applied wrench applied to the surgical device; defining a relationship between the pose of the anatomy and the surgical tool based on a desired interaction between the anatomy and at least one of a position, an orientation, a velocity, and an acceleration of the surgical tool, wherein the relationship is defined based on a virtual object; associating, with a coordinate system of a representation of the anatomy, the pose of the anatomy, the pose of the surgical tool, and the relationship; updating the association with the coordinate system of the representation of the anatomy in response to motion of the anatomy without interrupting operation of the surgical device during the surgical procedure; dividing a workspace of the surgical device into a first subspace and a second subspace; and providing a hybrid control scheme comprising providing admittance control when the surgical tool is positioned in the first subspace and impedance control when the surgical tool is positioned in the second subspace; wherein providing the admittance control comprises modifying the position of the surgical device based on the applied wrench; and wherein providing the impedance control comprises providing haptic guidance by applying a second wrench to the surgical device, based both on the relationship between the pose of the anatomy and the surgical tool and on the applied wrench, to a user to constrain the user's manipulation of the surgical tool. 2. The method of claim 1 , wherein the step of associating the relationship with the coordinate system of the representation of the anatomy includes the step of: positioning the virtual object relative to the representation of the anatomy. 3. The method of claim 1 , wherein the step of associating the pose of the anatomy, the pose of the surgical tool, and the relationship includes the steps of: defining a first transformation for transforming a coordinate system of the anatomy to the coordinate system of the representation of the anatomy; and defining a second transformation for transforming a coordinate system of the surgical tool to the coordinate system of the representation of the anatomy. 4. The method of claim 3 , further comprising the steps of: updating the first transformation in response to at least one of the motion of the anatomy and the motion of the surgical tool; and updating the second transformation in response to at least one of the motion of the anatomy and the motion of the surgical tool. 5. The method of claim 1 , further comprising the steps of: representing at least one of the anatomy, the surgical tool, and the relationship; and updating the representation in response to at least one of the motion of the anatomy and the motion of the surgical tool. 6. The method of claim 1 , wherein the pose of the surgical tool is determined based at least in part on a pose of a first portion of the surgical device, a pose of a second portion of the surgical device, and a known geometric relationship between the surgical tool and the first portion of the surgical device. 7. The method of claim 6 , wherein the first portion of the surgical device is configured to be moveable relative to the second portion of the surgical device and the second portion of the surgical device is configured to be moveable relative to the anatomy. 8. The method of claim 6 , wherein a detection device is coupled to the surgical device. 9. The method of claim 6 , wherein the first portion of the surgical device includes at least a portion of a serial linkage, a parallel linkage, or a hybrid linkage. 10. The method of claim 1 , wherein the surgical device comprises a haptic device. 11. The method of claim 6 , wherein the step of determining the pose of the surgical tool includes the step of: determining a pose of a tracking element disposed on the second portion of the surgical device. 12. The method of claim 11 , wherein a position of the tracking element is adjustable relative to the second portion of the surgical device. 13. The method of claim 11 , wherein a position of the tracking element is fixed relative to the second portion of the surgical device. 14. A surgical apparatus, comprising: a surgical device comprising a haptic device; a surgical tool coupled to the surgical device; and a computing system programmed to: determine a pose of an anatomy of a patient; determine a pose of the surgical tool; determine an applied wrench applied to the surgical device; define a relationship between the pose of the anatomy and the surgical tool based on a desired interaction between the anatomy and at least one of a position, an orientation, a velocity, and an acceleration of the surgical tool, wherein the relationship is defined based on a virtual object; associate, with a coordinate system of a representation of the anatomy, the pose of the anatomy, the pose of the surgical tool, and the relationship; update the association with the coordinate system of the representation of the anatomy in response to motion of the anatomy without interrupting operation of the surgical device during a surgical procedure; divide a workspace of the surgical device into a first subspace and a second subspace; and control the surgical device using a hybrid control scheme comprising providing admittance control when the surgical tool is positioned in the first subspace and impedance control when the surgical tool is positioned in the second subspace; wherein providing the admittance control comprises modifying the position of the surgical device based on the applied wrench; and wherein providing the impedance control comprises providing haptic guidance by applying a second wrench to the surgical device, based both on the relationship between the pose of the anatomy and the surgical tool and on the applied wrench, to a user to constrain the user's manipulation of the surgical tool. 15. The surgical apparatus of claim 14 , wherein the surgical device includes a first portion and a second portion, and wherein the first portion is configured to be moveable relative to the second portion and the second portion is configured to be moveable relative to the anatomy. 16. The surgical apparatus of claim 15 , wherein the first portion of the surgical device comprises at least a portion of a serial linkage, a parallel linkage, or a hybrid linkage. 17. The surgical apparatus of claim 15 , further comprising a detection device coupled to the surgical device. 18. The surgical apparatus of claim 15 , further comprising: a tracking element detectable by a detection device and configured to be disposed on the second portion of the surgical device. 19. The surgical apparatus of claim 18 , wherein a position of the tracking element is adjustable relative to the second portion of the surgical device. 20. The surgical apparatus of claim 18 , wherein a position of the tracking element is fixed relative to the second portion of the surgical device. 21. The surgical apparatus of claim 18 , wherein the computing system is programmed to: determine a pose of the tracking element. 22. The surgical apparatus of claim 15 , wherein the computing system is programmed to: determine t
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