Touchless registration using a reference frame adapter
Systems and methods for touchless registration using a reference frame adapter is provided. A first image of a region of a patient and a second image of the region of the patient and a reference frame adapter may be received. The reference frame adapter may be configured to selectively attach to a patient reference frame positioned near the region of the patient. The second image may be registered to the first image based on the reference frame adapter.
1. A system for contactless registration comprising:
a processor;
a patient reference frame;
a reference frame adapter configured to selectively attach to the patient reference frame, wherein the reference frame adapter includes at least one aperture configured to receive a pin configured to pass through the at least one aperture and is received by a second aperture in the patient reference frame; and
a memory storing data for processing by the processor, the data, when processed, causes the processor to:
receive a first image of a region of a patient;
receive a second image of the region of the patient, wherein the second image includes the patient reference frame and the reference frame adapter, positioned near the region of the patient;
use an image processing algorithm to register the second image to the first image based on the reference frame adapter, wherein the image processing algorithm comprises a machine learning model trained using image data, and wherein registering the second image to the first image comprises determining information about an anatomical element and/or the patient reference frame in the first image and the second image; and
perform a surgical task based on the determined information about the anatomical element and/or the patient reference frame.
2. The system of claim 1 , wherein the reference frame adapter includes at least one reference marker disposed on a surface of the reference frame adapter.
3. The system of claim 1 , wherein the patient reference frame includes at least one reference marker disposed on a surface of the patient reference frame.
4. The system of claim 1 , wherein the at least one aperture included in reference frame adapter is threaded, and wherein the pin is threaded.
5. The system of claim 1 , wherein the reference frame adapter covers at least a portion of the patient reference frame.
6. The system of claim 1 , wherein the second image comprises a 3D scan and the region of the patient comprises a face of the patient.
7. The system of claim 1 , further comprising a navigation system configured to track the patient reference frame, wherein the memory stores further data for processing by the processor that, when processed, causes the processor to:
correlate a pose of the reference frame adapter with a pose of the patient reference frame; and
track the patient reference frame.
8. The system of claim 7 , wherein the reference frame adapter is removed from the patient reference frame after the second image is registered to the first image.
9. A system for contactless registration comprising:
a processor;
a patient electromagnetic (EM) tracker;
an EM reference frame adapter configured to selectively attach to the patient EM tracker, wherein the EM reference frame adapter includes at least one aperture configured to receive a pin configured to pass through the at least one aperture and is received by a second aperture in the patient EM tracker; and
a memory storing data for processing by the processor, the data, when processed, causes the processor to:
receive a first image of a region of a patient;
receive a second image of the region of the patient and the patient EM tracker positioned near the region of the patient; and
use an image processing algorithm to register the second image to the first image based on the EM reference frame adapter, wherein the image processing algorithm comprises a machine learning model trained using image data, and wherein registering the second image to the first image comprises determining information about an anatomical element and/or the patient EM tracker in the first image and the second image; and
perform a surgical task based on the determined information about the anatomical element and/or the patient EM tracker.
10. The system of claim 9 , wherein the EM reference frame adapter includes at least one reference marker disposed on a surface of the EM reference frame adapter.
11. The system of claim 9 , wherein the at least one aperture in the EM reference frame adapter is threaded.
12. The system of claim 9 , wherein the second image comprises a 3D scan and the region of the patient comprises a face of the patient.
13. The system of claim 9 , further comprising a navigation system configured to track the patient EM tracker, wherein the memory stores further data for processing by the processor that, when processed, causes the processor to:
correlate a pose of the EM reference frame adapter with a pose of the patient EM tracker; and
track the patient EM tracker.
14. The system of claim 9 , wherein the EM reference frame adapter is removed from the patient EM tracker after the second image is registered to the first image.
15. A system for contactless registration comprising:
a navigation system configured to track a patient reference frame, wherein the patient reference frame includes a reference frame adapter configured to selectively attach to the patient reference frame, wherein the reference frame adapter includes at least one aperture configured to receive a pin configured to pass through the at least one aperture and is received by a second aperture in the patient reference frame;
a processor; and
a memory storing data for processing by the processor, the data, when processed, causes the processor to:
receive a first image of a region of a patient;
receive a second image of the region of the patient and the reference frame adapter and the patient reference frame positioned near the region of the patient;
use an image processing algorithm to register the second image to the first image based on the reference frame adapter, wherein the image processing algorithm comprises a machine learning model trained using image data, and wherein registering the second image to the first image comprises determining information about an anatomical element and/or the patient reference frame in the first image and the second image; and
cause the navigation system to track the patient reference frame.
16. The system of claim 15 , wherein the reference frame adapter includes at least one reference marker disposed on a surface of the reference frame adapter.
17. The system of claim 15 , wherein the patient reference frame includes at least one reference marker disposed on a surface of the patient reference frame.
18. The system of claim 15 , wherein the at least one aperture in the reference frame adapter is threaded and the pin is threaded.
19. The system of claim 15 , wherein the reference frame adapter covers at least a portion of the patient reference frame.
20. The system of claim 15 , wherein the memory stores further data for processing by the processor that, when processed, causes the processor to:
correlate a pose of the reference frame adapter with a pose of the patient reference frame.