Methods and apparatus for localization and navigation of surgical tools
Apparatus for monitoring a pose of a tool relative to an object includes plural range sensors arranged on a support. The range sensors may be provided by plural ultrasound transducers. The support is integrated with or coupled to: the tool. The tool may comprise a guide configured to constrain another tool to be moved along an axis defined by the guide. The transducers output signals that encode plural measured distances between points having known locations relative to the support and points on a surface of the object. A data processing system is configured to: process the signals to obtain the plural measured distances; and process the measured distances to generate an estimated pose of the support relative to the object. A user feedback interface is operative to communicate to a user information about a current pose of the tool relative to the object. The apparatus has example application in surgery including drilling holes for pedicle screws.
1 . Apparatus for monitoring a pose of a tool relative to an object, the apparatus comprising:
a plurality of transducers arranged on a support, the support being integrated with or coupled to: the tool;
the transducers operative to output one or more signals that encode plural measured distances, the plural measured distances respectively being between points having known locations relative to the support and points on a surface of the object;
a data processing system configured to:
process the one or more signals to obtain the plural measured distances; and
process the plural measured distances to generate an estimated pose of the support relative to the object by finding the estimated pose of the support for which a measure of differences between:
plural estimated distances, that are calculated using a computational model of the object and respectively correspond to the plural measured distances; and
the plural measured distances; is minimized; and
a user feedback interface operative to communicate to a user information about a current pose of the tool relative to the object.
2 . The apparatus according to claim 1 wherein the data processing system comprises:
a distance estimation component operative to receive an input pose of the support relative to the object and to generate the plural estimated distances corresponding to the input pose using the computational model of the object, wherein the plural estimated distances respectively correspond to the plural measured distances for the case where the pose of the support matches the input pose; and
a pose estimation component configured to generate the estimated pose using the distance estimation component to find the estimated pose which minimizes the measure of differences between the plural measured distances and the plural estimated distances.
3 . The apparatus according to claim 2 wherein the data processing system is configured to exclude from the plural measured distances, measured distances that exceed a threshold distance.
4 . The apparatus according to claim 1 wherein processing the one or more signals to obtain the plural measured distances comprises processing the signals to form images of the object, comprising wherein the apparatus comprises a machine learning model having inputs for receiving the images of the object, the machine learning model being trained to segment the surface of the object from the images and to determine the plural measured distances based on the segmented surface of the object.
5 . The apparatus according to claim 1 wherein the user feedback interface comprises a navigational display configured to graphically depict the current pose relative to the object.
6 . The apparatus according to claim 5 wherein the navigational display is configured to graphically depict a desired pose for using the tool.
7 . The apparatus according to claim 1 wherein the transducers comprise ultrasound transducers.
8 . The apparatus according to claim 7 wherein the ultrasound transducers comprise capacitive micromachined ultrasonic transducers (CMUTs).
9 . The apparatus according to claim 7 wherein the transducers are arranged in strips that extend along a surface of the support.
10 . The apparatus according to claim 1 wherein the support is formed with a bore that extends through the support, the transducers are located on an outer surface of the support.
11 . The apparatus according to claim 10 wherein the transducers include transducers that are disposed on a front portion of the outer surface of the support which is symmetrical about an axis of the bore.
12 . The apparatus according to claim 11 wherein the front portion of the outer surface of the support comprises a cylindrical portion with a radiused front edge.
13 . The apparatus according to claim 12 wherein the transducers are arranged in a plurality of circumferentially spaced apart strips that extend longitudinally parallel to the axis of the bore and curve around the radiused front edge such that some of the transducers face radially outward and some of the transducers face in an axial direction.
14 . The apparatus according to claim 13 wherein the plurality of circumferentially spaced-apart strips comprises at least eight circumferentially spaced apart strips.
15 . The apparatus according to claim 10 wherein the transducers are arranged such that the plural measured distances includes measured distances that are measured in directions that are radial relative to the bore and distances that are measured in directions that are axial relative to the bore and/or directions that are a combination of radial and axial relative to the bore.
16 . The apparatus according to claim 1 wherein the tool comprises a drill that is received in a bore that extends through the support.
17 . The apparatus according to claim 1 wherein the data processor comprises a state estimator having an input connected to receive the plural measured distances and an output comprising an updated estimated pose wherein the updated estimated pose is provided in real time.
18 . The apparatus according to claim 1 wherein the tool comprises a guide configured to constrain another tool to be moved along an axis defined by the guide.
19 . The apparatus according to claim 1 wherein the support is rotatable relative to the tool.
20 . The apparatus according to claim 19 comprising an actuator for driving the support to rotate relative to the tool while the one or more signals are being generated.
21 . The apparatus according to claim 2 wherein the computational model of the object is adaptive and models one or more joints between different parts of the object, and the data processing system is configured to estimate a current configuration of the one or more joints based on the plural measured distances.
22 . The apparatus according to claim 1 wherein the object is a portion of a patient's spine and the tool is a surgical tool operable to remove bone from the patient's spine.
23 . Apparatus for monitoring a pose of a tool relative to an object, the apparatus comprising:
a plurality of transducers arranged on a support, the support being integrated with or coupled to: the tool;
the transducers operative to output one or more signals that encode plural measured distances, the plural measured distances respectively being between points having known locations relative to the support and points on a surface of the object;
a data processing system configured to:
process the one or more signals to obtain the plural measured distances; and
process the plural measured distances to generate an estimated pose of the support relative to the object, the data processing system comprising a machine learning model having inputs for receiving the plural measured distances, the machine learning model being trained to generate the estimated pose in response to the plural measured distances; and,
a user feedback interface operative to communicate to a user information about a current pose of the tool relative to the object.