Virtual guidance for correcting surgical pin installation
An example method includes determining, by the one or more processors, an actual orientation of a surgical pin as installed in a bone of a patient; obtaining, by the one or more processors, a planned orientation of the surgical pin; determining, by the one or more processors and based on a comparison between the actual orientation of the surgical pin and the planned orientation of the surgical pin, whether the surgical pin was installed as planned; and responsive to determining that the surgical pin was not installed as planned, outputting, via a visualization device, virtual guidance to assist a surgeon in correcting the installation of the surgical pin.
1 . A method comprising:
obtaining, by one or more processors, via one or more cameras of a mixed reality (MR) visualization device, an image of a surgical field that depicts a surgical pin that includes one or more longitudinally spaced visually marked regions;
obtaining, by the one or more processors, via one or more depth cameras of the MR visualization device, a depth map of the surgical field;
identifying, by the one or more processors, in the image, locations of end points of each of the one or more longitudinally spaced visually marked regions;
determining, by the one or more processors and based on the locations of the end points in the image and the depth map, respective three-dimensional (3D) locations of each respective end point of the end points of the one or more longitudinally spaced visually marked regions;
determining, by the one or more processors, based on the 3D locations, an actual orientation of the surgical pin as installed in a bone of a patient, wherein determining the actual orientation of the surgical pin comprises generating a vector connecting the 3D locations, the vector representing the actual orientation of the surgical pin;
obtaining, by the one or more processors, a planned orientation of the surgical pin;
determining, by the one or more processors and based on a comparison between the actual orientation of the surgical pin and the planned orientation of the surgical pin, whether the surgical pin was installed as planned; and
responsive to determining that the surgical pin was not installed as planned, outputting, via the MR visualization device, virtual guidance to assist a surgeon in correcting the installation of the surgical pin, wherein the virtual guidance comprises a virtual axis corresponding to the planned orientation and a planned position of the surgical pin, and the virtual guidance is overlaid on actual anatomy of the patient.
2 . The method of claim 1 , wherein determining whether the surgical pin was installed as planned comprises periodically determining whether the surgical pin was installed as planned, determining that the surgical pin was not installed as planned comprises determining that the surgical pin was not installed as planned at a first time, the method further comprising:
responsive to determining that the surgical pin is installed as planned at a second time that is after the first time, outputting, via the MR visualization device, an indication that the surgical pin is installed correctly.
3 . The method of claim 2 , wherein outputting the indication that the surgical pin is installed correctly comprises outputting a visual, audible, or haptic indication that the surgical pin is installed correctly.
4 . The method of claim 2 , wherein outputting the indication that the surgical pin is installed correctly comprises adjusting a visual characteristic of the virtual axis.
5 . The method of claim 1 , wherein the virtual axis is a first virtual axis and outputting the virtual guidance further comprises:
displaying, via the MR visualization device, a second virtual axis corresponding to the actual orientation of the surgical pin.
6 . The method of claim 1 , wherein outputting the virtual guidance comprises:
displaying, via the MR visualization device, an animation of the surgical pin moving from the actual orientation to the planned orientation.
7 . The method of claim 1 , wherein the bone of the patient comprises a scapula, a humerus, a tibia, and/or a talus.
8 . A system comprising:
one or more processors that are implemented in circuitry; and
a computer-readable storage medium storing instructions that, when executed, cause the one or more processors to:
obtain, via one or more cameras of a mixed reality (MR) visualization device, an image of a surgical field that depicts a surgical pin that includes one or more longitudinally spaced visually marked regions;
obtain, via one or more depth cameras of the MR visualization device, a depth map of the surgical field;
identify, in the image, locations of end points of each of the one or more longitudinally spaced visually marked regions;
determine, based on the locations of the end points in the image and the depth map, respective three-dimensional (3D) locations of each respective end point of the end points of the one or more marked longitudinally spaced visually marked regions;
determine, based on the 3D locations, an actual orientation of the surgical pin as installed in a bone of a patient, wherein determining the actual orientation of the surgical pin comprises generating a vector connecting the 3D locations, the vector representing the actual orientation of the surgical pin;
obtain a planned orientation of the surgical pin;
determine, based on a comparison between the actual orientation of the surgical pin and the planned orientation of the surgical pin, whether the surgical pin was installed as planned; and
responsive to determining that the surgical pin was not installed as planned, output, via the MR visualization device, virtual guidance to assist a surgeon in correcting the installation of the surgical pin, wherein the virtual guidance comprises a virtual axis corresponding to the planned orientation and a planned position of the surgical pin, and the virtual guidance is overlaid on actual anatomy of the patient.
9 . The system of claim 8 , wherein, to determine whether the surgical pin was installed as planned, the one or more processors periodically determine whether the surgical pin was installed as planned, wherein, to determine that the surgical pin was not installed as planned, the one or more processors determine that the surgical pin was not installed as planned at a first time, and wherein the one or more processors:
output, via the MR visualization device and responsive to determining that the surgical pin is installed as planned at a second time that is after the first time, an indication that the surgical pin is installed correctly.
10 . The system of claim 9 , wherein, to output the indication that the surgical pin is installed correctly, the one or more processors output a visual, audible, or haptic indication that the surgical pin is installed correctly.
11 . The system of claim 9 , wherein, to output the indication that the surgical pin is installed correctly, the one or more processors adjust a visual characteristic of the virtual axis.
12 . The system of claim 8 , wherein the virtual axis is a first virtual axis and, to output the virtual guidance, the one or more processors:
display, via the MR visualization device, a second virtual axis corresponding to the actual orientation of the surgical pin.
13 . The system of claim 8 , wherein, to output the virtual guidance, the one or more processors:
display, via the MR visualization device, an animation of the surgical pin moving from the actual orientation to the planned orientation.
14 . The system of claim 8 , wherein the bone of the patient comprises a scapula, a humerus, a tibia, and/or a talus.
15 . A non-transitory computer-readable storage medium storing instructions that, when executed, cause one or more processors to:
obtain, via one or more cameras of a mixed reality (MR) visualization device, an image of a surgical field that depicts a surgical pin that includes one or more longitudinally spaced visually marked regions;
obtain, via one or more depth cameras of the MR visualization device, a depth map of the surgical field;
identify, in the image, locations of end points of each of the one or more longitudinally spaced visually marked regions;
determine, based on the locations of the end points in the image and the depth map, respective three-dimensional (3D) locations of each respective end point of the end points of the one or more longitudinally spaced visually marked regions;
determine, based on the 3D locations, an actual orientation of the surgical pin as installed in a bone of a patient, wherein determining the actual orientation of the surgical pin comprises generating a vector connecting the 3D locations, the vector representing the actual orientation of the surgical pin;
obtain a planned orientation of the surgical pin;
determine, based on a comparison between the actual orientation of the surgical pin and the planned orientation of the surgical pin, whether the surgical pin was installed as planned; and
responsive to determining that the surgical pin was not installed as planned, output, via the MR visualization device, virtual guidance to assist a surgeon in correcting the installation of the surgical pin, wherein the virtual guidance comprises a virtual axis corresponding to the planned orientation and a planned position of the surgical pin, and the virtual guidance is overlaid on actual anatomy of the patient.
16 . The computer-readable storage medium of claim 15 , wherein the instructions that cause the one or more processors to determine whether the surgical pin was installed as planned comprise instructions that cause the one or more processors to periodically determine whether the surgical pin was installed as planned, wherein the instructions that cause the one or more processors to determine that the surgical pin was not installed as planned comprise instructions that cause the one or more processors to determine that the surgical pin was not installed as planned at a first time, and further comprising instructions that cause the one or more processors to:
output, via the MR visualization device and responsive to determining that the surgical pin is installed as planned at a second time that is after the first time, an indication that the surgical pin is installed correctly.
17 . The computer-readable storage medium of claim 16 , wherein the instructions that cause the one or more processors to output the indication that the surgical pin is installed correctly comprise instructions that cause the one or more processors output a visual, audible, or haptic indication that the surgical pin is installed correctly.