The present invention relates to navigation systems, and more particularly, to a system and method of registering a medical image of a patient in an imaging space to the patient in a physical space.
Surgical navigation has revolutionized minimally invasive spine surgery by allowing surgeons to accurately and repeatably place implant hardware with decreased radiation and operative time as opposed to conventional surgical techniques. In surgical navigation, a position sensor is used to track full rigid body motion of surgical instruments with respect to a medical image registered to a patient reference frame. The most common form of position sensing is optical tracking, specifically near infrared (NIR) passive retroreflective markers or active NIR LEDs arranged in a pattern called an array. The position of the tracked instruments is typically displayed to the surgeon user as a CAD model of the instrument overlaid on the medical image.
Robotic guidance is a technology where a robotic arm is positioned on the desired trajectory and used to guide the instruments on an accurate and repeatable trajectory. With the launch of ExcelsiusGPS (“eGPS”) from Globus Medical, Inc. of Audubon, PA, robotic guidance has been integrated with surgical navigation in a single system called robotic navigation. Robotic navigation offers the benefits of both technologies in a single streamlined system.
All surgical navigation, robotic guidance, and robotic navigation systems require registration of a medical image to the patient's anatomy through the use of system's reference frame. Registration of optical navigation systems typically involve the use of a registration fixture, which contains an array of tracking markers positioned in known locations with respect to an array of embedded radiopaque fiducials. The fixture is attached to the patient and surrounding structures such as the imaging system such that the fiducials are embedded in the medical image and tracking markers are visible to the position sensor (e.g., stereoscopic camera of a tracking device). After the images are captured, a software algorithm then uses computer vision and image processing to identify the radiopaque fiducial locations in the image. Since the locations of the fiducials with respect to the tracking markers on the fixture are known, and the camera is able to identify the position of tracking markers in the fixture array relative to the patient reference array (also known as dynamic reference array or DRB), the system can then compute multiple transformations to register the medical image to the tracking system.
There are several disadvantages to using registration fixtures intraoperatively. The primary drawback is a requirement that the image volume be captured with radiopaque fiducials already in place on the patient, meaning that scans of a patient taken preoperatively cannot be used for navigation. An additional drawback is the loss of usable image space due to inclusion of the fixture fiducials within the image volume/area. In addition, the fiducials can sometimes obstruct the view of critical anatomy. When capturing images with registration fixtures, special care must be taken to ensure that the necessary number of fiducials are included and are visible with sufficient contrast to the background. Finally, registration fixtures are additional hardware components that must be stored, cleaned, draped/sterilized, and installed intraoperatively, leading to increased time and complexity for the surgical staff.
In response, some companies (e.g., Medtronic O-arm and SteathStation) have developed methods of obtaining registered intraoperative images without the need for a registration fixture (automatic registration). To accomplish this, these systems have integrated or detachable tracking arrays at known locations of the imaging system. An associated navigation system can then be used to track the position of the imaging system navigation array relative to the patient reference array to complete the image registration.
However, existing solutions are limited in their flexibility to adapt to surgical navigation and robotic workflows in a streamlined system. Usage of an intraoperative scanner to register tracking to the medical image volume requires the patient to be irradiated again and a new image captured. A solution is still needed to be able to use existing medical image volumes taken without fiducials present.
Moreover, the primary failure mode of navigated surgery is loss of registration due to shift of patient anatomy relative to the patient reference array. If registration is lost during a surgical procedure, the surgical team needs to return the 3D imaging system to the surgical site and capture new registered images. The need for this additional 3D image exposes the patient to significant additional radiation, increases time under anesthesia, and decreases efficiency for the hospital.
Therefore, it would be desirable to provide a system and method for registering a medical image to the patient's anatomy without the use of any embedded radiopaque fiducials. Moreover, when registration is lost during surgery, it would be desirable to provide a system and method for quickly recovering registration without using another full 3D scan of the patient.
According to one aspect of the present invention, a system and method of registering a pre-op 3D medical image of a patient in an imaging space to the patient in a tracked space is disclosed. The method receives a 3D image of a patient anatomy which was taken with an imaging device pre-operatively. At this point, the 3D image has not been registered with the patient lying on an operating table. Once the patient has been prepared and is lying on an operating table, an imaging device is rolled in and an intra-op 2D image of the patient anatomy is captured by the imaging device having imaging tracking markers trackable by a tracking device (e.g., optical or electromagnetic tracking system).
The system receives a corresponding optical image of the patient from the tracking device at the time of image capture, the optical image containing the imaging tracking markers and a dynamic reference base (DRB) including patient tracking markers trackable by the tracking device.
The 2D image is then matched to a corresponding 2D simulated medical image, which is a synthetically generated medical image at a selected orientation and position, which has been digitally reconstructed from the pre-op 3D image. In the case of an x-ray medical imaging device, the simulated image is a DRR (digitally reconstructed radiograph) of the pre-op 3D image. In the embodiment shown, the DRR is a simulated 2D fluoroscopic image at a selected orientation and angle, which has been digitally reconstructed from the pre-op 3D image (e.g., a set/stack of 2D slices of the 3D image volume). In the case of an ultrasound, it would be a synthetically generated 2D image representing an ultrasound scan at a particular orientation and position from the pre-op 3D image.
The system then determines a registration of the pose of the received pre-op 3D image relative to the dynamic reference base based on the matched DRR, and the patient tracking markers and the imaging tracking markers contained in the received optical image. Registration is achieved because the pose of the matched DRR corresponds to the tracked pose of the actual 2D image.
The method then displays the registered 3D images and any selected 2D DRR of the 3D image on a display along with tracked surgical instruments, its planned trajectory and end effector superimposed on top of the displayed 3D image for visual navigation assistance.
Advantageously, the registration method requires no radiopaque fiducials to be present in the medical images, and there is no need to attach any registration fixture to the imaging device as was previously necessary. As a result, the present method may substantially reduce procedure time and increase patient safety.
According to another aspect of the present invention, a system and method of registering an intra-op 3D image (such as a 3D CT or MRI image) of a patient in an imaging space to the physical patient in a tracked physical space without embedding fiducials (e.g., radiopaque markers) in images is disclosed. The system receives an intra-op image of a patient anatomy which has been captured by an imaging device having imaging tracking markers trackable by a tracking device, the patient having a dynamic reference base including patient tracking markers trackable by the tracking device. The system also receives an optical image of the patient from the tracking device at the time of image capture, the optical image containing the patient tracking markers and the imaging tracking markers.
The method then determines transforms A, B and C. Transform A representing the pose of the imaging device relative to the dynamic reference base is determined based on the received optical image. Transform B representing the pose of the received image of the patient anatomy relative to the imaging device is determined based on the received optical image. Transform C representing the pose of the received image relative to the dynamic reference base is determined by multiplying transform A and transform B. Transform C represents the registration of the patient image in the imaging space to the physical patient in a physical space, all of the transforms being performed without the use of any fiducials.
The method then displays the registered images on a display along with tracked surgical instruments, its planned trajectory and end effector superimposed on top of the displayed 3D image for visual navigation assistance.
Advantageously, as the registration method requires no radiopaque fiducials in the medical images, the present method may substantially reduce procedure time and increase patient safety. Also because no pre-op scan of the patient is necessary, it may save cost and may eliminate any unnecessary radiation exposure to the patient.
According to another aspect of the present invention, a system and method for recovering registration of a 3D image of a patient in an imaging space to the physical patient in a physical space is provided. The system receives a 3D image of a patient anatomy and registers a pose of the received 3D image relative to a dynamic reference base containing patient tracking markers. The registered 3D image is then used during the surgical procedure.
Upon loss of registration, however, registration is re-established without performing another full 3D scan of the patient. The system receives two or more intra-op 2D images (e.g., fluoroscopic or ultrasound) of the patient anatomy at different orientations that have been captured by an imaging device having imaging tracking markers trackable by a tracking device (e.g., optical or electromagnetic). The system also receives corresponding optical images of the patient from the tracking device at the time of image capture, the optical images containing the patient tracking markers and the imaging tracking markers.
The received 2D images are matched to corresponding simulated 2D images (e.g., DRR) of the 3D image. Registration of the 3D image is re-established based on the matched corresponding DRRs, and the patient tracking markers and the imaging tracking markers contained in the optical images.
The method then displays the registered 3D image on a display along with tracked surgical instruments, its planned trajectory and end effector superimposed on top of the displayed 3D image for visual navigation assistance.
Advantageously, as the registration is recovered with only a few 2D images without doing another full 3D scan of the patient, the present method may substantially reduce procedure time and increase patient safety.
According to another aspect of the present invention, a system and method of registering intra-op 2D medical images of a patient in an imaging space to the physical patient in a physical space is provided. The system receives intra-op 2D images of the patient anatomy at different orientations which have been captured by an imaging device having imaging tracking markers trackable by a tracking device; the patient having a dynamic reference base including patient tracking markers trackable by the tracking device. The system also receives corresponding optical images of the patient from the tracking device at the time of image capture, the optical images containing the patient tracking markers and the imaging tracking markers.
For each received 2D image, the method then determines transforms A, B and C as described above. Transform C represents the registration of the patient image in the imaging space to the physical patient in a physical space, all of the transforms being performed without the use of any radiopaque fiducials.
The method then displays the registered 2D images on a display along with tracked surgical instruments, its planned trajectory and end effector superimposed on top of the displayed 2D images for visual navigation assistance.
According to another aspect of the present invention, a system and method of registering intra-op 2D images of a patient in an imaging space to the physical patient in a physical space is provided. The system receives intra-op 2D images of the patient anatomy at different orientations which have been captured by an imaging device having imaging tracking markers trackable by a tracking device; the patient having a dynamic reference base including patient tracking markers trackable by the tracking device. The system also receives corresponding optical images of the patient from the tracking device at the time of image capture, the optical images containing the patient tracking markers and the imaging tracking markers.
Based on the received 2D images and generic 3D model, the method creating a customized 3D model. For each received 2D image, the method determines transforms A, B and C as discussed above to register the 2D images. The 2D images are matched to corresponding DRRs of the customized 3D model such that the customized model can be registered based on the matched DRRs.
The method then displays the registered 3D images on a display along with tracked surgical instruments, its planned trajectory and end effector superimposed on top of the displayed 2D images for visual navigation assistance. This method allows navigation with synthetically created 3D model even when access to a 3D scanning imaging device is not available.
For purposes of this application, the terms “code”, “software”, “program”, “application”, “software code”, “software module”, “module” and “software program” are used interchangeably to mean software instructions that are executable by a processor. A “user” can be a physician or other medical professional.
A motor 66 attached to the vertical shaft 59 is designed to rotate the gantry mount 58 full 360 degrees about the X-axis and a motor 67 moves the gantry mount 58 vertically along the z-axis under the control of the control module 51.
The gantry 56 includes a first C-arm 70 slidably coupled to the gantry mount 58 and a second C-arm 72 which is slidably coupled to the first C-arm. In the embodiment shown, the first and second C-arms 70,72 are outer and inner C-arms, respectively. In the embodiment shown, the outer and inner C-arms 70,72 are circular in shape and rotate circumferentially about a central axis so as to allow imaging of a patient who is lying in bed 16 without the need to transfer the patient.
An imaging signal transmitter 74 such as an X-ray beam transmitter is mounted to one side of the second C-arm 72 while an imaging sensor 74 such as an X-ray detector array is mounted to the other side of the second C-arm and faces the transmitter. In operation, the X-ray transmitter 74 transmits an X-ray beam which is received by the X-ray detector 76 after passing through a relevant portion of a patient (not shown).
In one embodiment, the system 10 is a multi-modality x-ray imaging system designed with surgery in mind. The three imaging modalities include fluoroscopy, 2D Radiography, and Cone-beam CT. Fluoroscopy is a medical imaging technique that shows a continuous X-ray image on a monitor, much like an X-ray movie. 2D Radiography is an imaging technique that uses X-rays to view the internal structure of a non-uniformly composed and opaque object such as the human body. CBCT (cone beam 3D imaging or cone beam computer tomography) also referred to as C-arm CT, is a medical imaging technique consisting of X-ray computed tomography where the X-rays are divergent, forming a cone.
The movable station 60 includes an imaging controller system 40 which serves a dual function of (1) controlling the movement of the omni-directional wheels 62,64, gantry mount 58 and the gantry 56 to position the imaging signal transmitter 74 in relation to the patient, and (2) controlling imaging functions for imaging the patient once the gantry 56 has been properly positioned.
Referring now to
The imaging control module 54 executed by the processor 46 controls the imaging signal transmitter 74 and detector array 76 to image the patient body. In one embodiment, the imaging control module images different planar layers of the body and stores them in the memory 44. In addition, the imaging control module 54 can process the stack of images stored in the memory 44 and generate a three dimensional image. Alternatively, the stored images can be transmitted to a host system (not shown) for image processing.
The motion control module 51 and imaging control module 54 include a user interface module that interacts with the user through the display devices 11a and 11b and input devices such as keyboard and buttons 12 and joy stick 14. Strain gauges 13 mounted to the handles 15 are coupled to the I/O device 42 and conveniently provide movement of the movable station 12 in any direction (X, Y, Wag) while the user is holding the handles 15 by hand as will be discussed in more detail below. The user interface module assists the user in positioning the gantry 56. Any of the software program modules in the program storage 48 and data from the data storage 50 can be transferred to the memory 44 as needed and is executed by the CPU 46. The display device 11a is attached to the housing of the movable station 60 near the gantry mount 58 and display device 11b is coupled to the movable station through three rotatable display arms 16, 18 and 20. First display arm 16 is rotatably attached to the movable station 60, second display arm 18 is rotatably attached to the first arm 16 and third display arm 20 is rotatably attached to the second display arm. The display devices 11a,11b can have touch screens to also serve as input devices through the use of user interface modules in the modules 51 and 54 to provide maximum flexibility for the user.
Navigation markers 68 placed on the gantry mount 58 are connected to the imaging controller system 40 through the link 52. Under the control of the motion control module 51, the markers 68 allow automatic or semi-automatic positioning of the gantry 56 in relation to the patient bed or OR (operating room) table via a navigation system (not shown). The markers 68 can be optical, electromagnetic or the like.
Information can be provided by the navigation system to command the gantry 56 or system 10 to precise locations. One example would be a surgeon holding a navigated probe at a desired orientation that tells the imaging system 10 to acquire a Fluoro or Radiographic image along that specified trajectory. Advantageously, this will remove the need for scout shots thus reducing x-ray exposure to the patient and OR staff. The navigation markers 68 on the gantry 56 will also allow for automatic registration of 2D or 3D images acquired by the system 10. The markers 68 will also allow for precise repositioning of the system 10 in the event the patient has moved.
In the embodiment shown, the system 10 provides a large range of motion in all 6-degrees of freedom (“DOF”). Under the control of the motion control module 51, there are two main modes of motion: positioning of the movable station 60 and positioning of the gantry 56.
The movable station 60 positioning is accomplished via the four omni-directional wheels 62,64. These wheels 62,64 allow the movable station 60 to be positioned in all three DOF about the horizontal plane (X,Y,Wag). “Wag” is a system 10 rotation about the vertical axis (Z-axis), “X” is a system forward and backward positioning along the X-axis, and “Y” is system 10 lateral motion along the Y-axis. Under the control of the control module 51, the system 10 can be positioned in any combination of X, Y, and Wag (Wag about any arbitrary Z-axis due to use of omnidirectional wheels 62,64) with unlimited range of motion. In particular, the omni-directional wheels 62,64 allow for positioning in tight spaces, narrow corridors, or for precisely traversing up and down the length of an OR table or patient bed.
The gantry 56 positioning is accomplished about (Z, Tilt, Rotor). “Z” is gantry 56 vertical positioning, “Tilt” is rotation about the horizontal axis parallel to the X-axis as described above, and “Rotor” is rotation about the horizontal axis parallel to the Y-axis as described above.
Together with the movable station 60 positioning and gantry 56 positioning, the system 10 provides a range of motion in all 6 DOF (X, Y, Wag, Z, Tilt and Rotor) to place the movable station 60 and the imaging transmitter 74 and sensor 76 precisely where they are needed. Advantageously, 3-D imaging can be performed regardless of whether the patient is standing up, sitting up or lying in bed and without having to move the patient.
Precise positions of the system 10 can be stored in the storage memory 50 and recalled at any time by the motion control module 51. This is not limited to gantry 56 positioning but also includes system 10 positioning due to the omni-directional wheels 62,64.
As shown in
A plurality of uniformly spaced rollers 80 are mounted on the inner sides of the side frames 88 of the outer C-arm 70. The inner C-arm 72 has a pair of guide rails 82 on the outer sides of the side frames 90. The rollers 80 are coupled to the guide rails 82. As shown, the rollers 80 and the guide rails 82 are designed to allow the inner C-arm 72 to telescopically slide along the outer C-arm 70 so as to allow at least 180 degree rotation of the C-arm about its central axis relative to the outer C-arm.
Thus, the present invention as disclosed herein advantageously allows the gantry 56 to rotate about its central axis a full 360 degrees to provide the maximum flexibility in positioning the imaging system 10 with minimum disturbance of the patient.
In another aspect of the present invention, a unique cabling arrangement is provided to make the imaging system 10 more compact and visually more appealing. As shown in
The cable carrier 92 extends from the gantry mount 56 over the outer surface of the first C-arm 70, through the through-hole 95 of the first cable router 94 and over an outer surface of the second C-arm 72. The cable carrier 92 overlying the first C-arm 70 extends in a first circumferential direction (clock-wise as shown) 98 and enters the first cable router 94 in a second circumferential direction (counter clock-wise as shown) 99 opposite to the first circumferential direction to create a 180 degree service loop over the outer surface of the first C-arm.
From there, the cable carrier 92 extends in the first circumferential direction 98 and enters the second cable router in the second circumferential direction 99 to create another service loop over the outer surface of the second C-arm 72.
The particular locations of the first and second cable routers 94,96 combined with the service loops allow slack in the cable carrier 92 to provide the gantry 56 with full 360 degrees rotation without tangling or causing stress in the cable carrier. In the embodiment shown, the routers are mounted near the midpoint of the C-arms.
As described above in detail, the present invention in various embodiments provide the following benefits: (1) movement of the system in any X-Y direction with Wag about any Z-axis from the use of omni-directional wheels 62,64; (2) double telescoping C-gantry for full 360-degree imaging beam rotation; (3) imaging while lying in bed, sitting or standing such as standing CBCT; (4) storage and recall of system 10 and gantry 56 positions; (5) quasi-simultaneous multi-planar x-ray imaging; (6) recall of positions via robotics or navigation coordinates.
Turning now to the drawing,
With respect to the other components of the robot 102, the display 110 can be attached to the surgical robot 102 and in other exemplary embodiments, display 110 can be detached from surgical robot 102, either within a surgical room with the surgical robot 102, or in a remote location. End-effector 112 may be coupled to the robot arm 104 and controlled by at least one motor. In exemplary embodiments, end-effector 112 can comprise a guide tube 114, which is able to receive and orient a surgical instrument 608 (described further herein) used to perform surgery on the patient 210. As used herein, the term “end-effector” is used interchangeably with the terms “end-effectuator” and “effectuator element.” Although generally shown with a guide tube 114, it will be appreciated that the end-effector 112 may be replaced with any suitable instrumentation suitable for use in surgery. In some embodiments, end-effector 112 can comprise any known structure for effecting the movement of the surgical instrument 608 in a desired manner.
The surgical robot 102 is able to control the translation and orientation of the end-effector 112. The robot 102 is able to move end-effector 112 along x-, y-, and z-axes, for example. The end-effector 112 can be configured for selective rotation about one or more of the x-, y-, and z-axis, and a Z Frame axis (such that one or more of the Euler Angles (e.g., roll, pitch, and/or yaw) associated with end-effector 112 can be selectively controlled). In some exemplary embodiments, selective control of the translation and orientation of end-effector 112 can permit performance of medical procedures with significantly improved accuracy compared to conventional robots that utilize, for example, a six degree of freedom robot arm comprising only rotational axes. For example, the surgical robot system 100 may be used to operate on patient 210, and robot arm 104 can be positioned above the body of patient 210, with end-effector 112 selectively angled relative to the z-axis toward the body of patient 210.
In some exemplary embodiments, the position of the surgical instrument 608 can be dynamically updated so that surgical robot 102 can be aware of the location of the surgical instrument 608 at all times during the procedure. Consequently, in some exemplary embodiments, surgical robot 102 can move the surgical instrument 608 to the desired position quickly without any further assistance from a physician (unless the physician so desires). In some further embodiments, surgical robot 102 can be configured to correct the path of the surgical instrument 608 if the surgical instrument 608 strays from the selected, preplanned trajectory. In some exemplary embodiments, surgical robot 102 can be configured to permit stoppage, modification, and/or manual control of the movement of end-effector 112 and/or the surgical instrument 608. Thus, in use, in exemplary embodiments, a physician or other user can operate the system 100, and has the option to stop, modify, or manually control the autonomous movement of end-effector 112 and/or the surgical instrument 608. Further details of surgical robot system 100 including the control and movement of a surgical instrument 608 by surgical robot 102 can be found in co-pending U.S. patent application Ser. No. 13/924,505, which is incorporated herein by reference in its entirety.
The robotic surgical system 100 can comprise one or more tracking markers 118 configured to track the movement of robot arm 104, end-effector 112, patient 210, and/or the surgical instrument 608 in three dimensions. In exemplary embodiments, a plurality of tracking markers 118 can be mounted (or otherwise secured) thereon to an outer surface of the robot 102, such as, for example and without limitation, on base 106 of robot 102, on robot arm 104, or on the end-effector 112. In exemplary embodiments, at least one tracking marker 118 of the plurality of tracking markers 118 can be mounted or otherwise secured to the end-effector 112. One or more tracking markers 118 can further be mounted (or otherwise secured) to the patient 210. In exemplary embodiments, the plurality of tracking markers 118 can be positioned on the patient 210 spaced apart from the surgical field 208 to reduce the likelihood of being obscured by the surgeon, surgical tools, or other parts of the robot 102. Further, one or more tracking markers 118 can be further mounted (or otherwise secured) to the surgical tools 608 (e.g., a screw driver, dilator, implant inserter, or the like). Thus, the tracking markers 118 enable each of the marked objects (e.g., the end-effector 112, the patient 210, and the surgical tools 608) to be tracked by the robot 102. In exemplary embodiments, system 100 can use tracking information collected from each of the marked objects to calculate the orientation and location, for example, of the end-effector 112, the surgical instrument 608 (e.g., positioned in the tube 114 of the end-effector 112), and the relative position of the patient 210.
In exemplary embodiments, one or more of markers 118 may be optical markers. In some embodiments, the positioning of one or more tracking markers 118 on end-effector 112 can maximize the accuracy of the positional measurements by serving to check or verify the position of end-effector 112. Further details of surgical robot system 100 including the control, movement and tracking of surgical robot 102 and of a surgical instrument 608 can be found in co-pending U.S. patent application Ser. No. 13/924,505, which is incorporated herein by reference in its entirety.
Exemplary embodiments include one or more markers 118 coupled to the surgical instrument 608. In exemplary embodiments, these markers 118, for example, coupled to the patient 210 and surgical instruments 608, as well as markers 118 coupled to the end-effector 112 of the robot 102 can comprise conventional infrared light-emitting diodes (LEDs) or an Optotrak® diode capable of being tracked using a commercially available infrared optical tracking system such as Optotrak®. Optotrak® is a registered trademark of Northern Digital Inc., Waterloo, Ontario, Canada. In other embodiments, markers 118 can comprise conventional reflective spheres capable of being tracked using a commercially available optical tracking system such as Polaris Spectra. Polaris Spectra is also a registered trademark of Northern Digital, Inc. In an exemplary embodiment, the markers 118 coupled to the end-effector 112 are active markers which comprise infrared light-emitting diodes which may be turned on and off, and the markers 118 coupled to the patient 210 and the surgical instruments 608 comprise passive reflective spheres.
In exemplary embodiments, light emitted from and/or reflected by markers 118 can be detected by camera 200 and can be used to monitor the location and movement of the marked objects. In alternative embodiments, markers 118 can comprise a radio-frequency and/or electromagnetic reflector or transceiver and the camera 200 can include or be replaced by a radio-frequency and/or electromagnetic transceiver.
Similar to surgical robot system 100,
Input power is supplied to system 300 via a power source 548 which may be provided to power distribution module 404. Power distribution module 404 receives input power and is configured to generate different power supply voltages that are provided to other modules, components, and subsystems of system 300. Power distribution module 404 may be configured to provide different voltage supplies to platform interface module 406, which may be provided to other components such as computer 408, display 304, speaker 536, driver 508 to, for example, power motors 512, 514, 516, 518 and end-effector 310, motor 510, ring 324, camera converter 542, and other components for system 300 for example, fans for cooling the electrical components within cabinet 316.
Power distribution module 404 may also provide power to other components such as tablet charging station 534 that may be located within tablet drawer 318. Tablet charging station 534 may be in wireless or wired communication with tablet 546 for charging table 546. Tablet 546 may be used by a surgeon consistent with the present disclosure and described herein.
Power distribution module 404 may also be connected to battery 402, which serves as temporary power source in the event that power distribution module 404 does not receive power from input power 548. At other times, power distribution module 404 may serve to charge battery 402 if necessary.
Other components of platform subsystem 502 may also include connector panel 320, control panel 322, and ring 324. Connector panel 320 may serve to connect different devices and components to system 300 and/or associated components and modules. Connector panel 320 may contain one or more ports that receive lines or connections from different components. For example, connector panel 320 may have a ground terminal port that may ground system 300 to other equipment, a port to connect foot pedal 544 to system 300, a port to connect to tracking subsystem 532, which may comprise position sensor 540, camera converter 542, and cameras 326 associated with camera stand 302. Connector panel 320 may also include other ports to allow USB, Ethernet, HDMI communications to other components, such as computer 408.
Control panel 322 may provide various buttons or indicators that control operation of system 300 and/or provide information regarding system 300. For example, control panel 322 may include buttons to power on or off system 300, lift or lower vertical column 312, and lift or lower stabilizers 520-526 that may be designed to engage casters 314 to lock system 300 from physically moving. Other buttons may stop system 300 in the event of an emergency, which may remove all motor power and apply mechanical brakes to stop all motion from occurring. Control panel 322 may also have indicators notifying the user of certain system conditions such as a line power indicator or status of charge for battery 402.
Ring 324 may be a visual indicator to notify the user of system 300 of different modes that system 300 is operating under and certain warnings to the user.
Computer subsystem 504 includes computer 408, display 304, and speaker 536. Computer 504 includes an operating system and software to operate system 300. Computer 504 may receive and process information from other components (for example, tracking subsystem 532, platform subsystem 502, and/or motion control subsystem 506) in order to display information to the user. Further, computer subsystem 504 may also include speaker 536 to provide audio to the user.
Tracking subsystem 532 may include position sensor 504 and converter 542. Tracking subsystem 532 may correspond to camera stand 302 including camera 326 as described with respect to
Motion control subsystem 506 may be configured to physically move vertical column 312, upper arm 306, lower arm 308, or rotate end-effector 310. The physical movement may be conducted through the use of one or more motors 510-518. For example, motor 510 may be configured to vertically lift or lower vertical column 312. Motor 512 may be configured to laterally move upper arm 308 around a point of engagement with vertical column 312 as shown in
Moreover, system 300 may provide for automatic movement of vertical column 312, upper arm 306, and lower arm 308 through a user indicating on display 304 (which may be a touchscreen input device) the location of a surgical instrument or component on three dimensional image of the patient's anatomy on display 304. The user may initiate this automatic movement by stepping on foot pedal 544 or some other input means.
A tracking array 612 may be mounted on instrument 608 to monitor the location and orientation of instrument tool 608. The tracking array 612 may be attached to an instrument 608 and may comprise tracking markers 804. As best seen in
Markers 702 may be disposed on or within end-effector 602 in a manner such that the markers 702 are visible by one or more cameras 200, 326 or other tracking devices associated with the surgical robot system 100, 300, 600. The camera 200, 326 or other tracking devices may track end-effector 602 as it moves to different positions and viewing angles by following the movement of tracking markers 702. The location of markers 702 and/or end-effector 602 may be shown on a display 110, 304 associated with the surgical robot system 100, 300, 600, for example, display 110 as shown in
For example, as shown in
In addition, in exemplary embodiments, end-effector 602 may be equipped with infrared (IR) receivers that can detect when an external camera 200, 326 is getting ready to read markers 702. Upon this detection, end-effector 602 may then illuminate markers 702. The detection by the IR receivers that the external camera 200, 326 is ready to read markers 702 may signal the need to synchronize a duty cycle of markers 702, which may be light emitting diodes, to an external camera 200, 326. This may also allow for lower power consumption by the robotic system as a whole, whereby markers 702 would only be illuminated at the appropriate time instead of being illuminated continuously. Further, in exemplary embodiments, markers 702 may be powered off to prevent interference with other navigation tools, such as different types of surgical instruments 608.
The manner in which a surgeon 120 may place instrument 608 into guide tube 606 of the end-effector 602 and adjust the instrument 608 is evident in
End-effector 602 may mechanically interface and/or engage with the surgical robot system and robot arm 604 through one or more couplings. For example, end-effector 602 may engage with robot arm 604 through a locating coupling and/or a reinforcing coupling. Through these couplings, end-effector 602 may fasten with robot arm 604 outside a flexible and sterile barrier. In an exemplary embodiment, the locating coupling may be a magnetically kinematic mount and the reinforcing coupling may be a five bar over center clamping linkage.
With respect to the locating coupling, robot arm 604 may comprise mounting plate 1216, which may be non-magnetic material, one or more depressions 1214, lip 1218, and magnets 1220. Magnet 1220 is mounted below each of depressions 1214. Portions of clamp 1204 may comprise magnetic material and be attracted by one or more magnets 1220. Through the magnetic attraction of clamp 1204 and robot arm 604, balls 1208 become seated into respective depressions 1214. For example, balls 1208 as shown in
With respect to the reinforcing coupling, portions of clamp 1204 may be configured to be a fixed ground link and as such clamp 1204 may serve as a five bar linkage. Closing clamp handle 1206 may fasten end-effector 602 to robot arm 604 as lip 1212 and lip 1218 engage clamp 1204 in a manner to secure end-effector 602 and robot arm 604. When clamp handle 1206 is closed, spring 1210 may be stretched or stressed while clamp 1204 is in a locked position. The locked position may be a position that provides for linkage past center. Because of a closed position that is past center, the linkage will not open absent a force applied to clamp handle 1206 to release clamp 1204. Thus, in a locked position end-effector 602 may be robustly secured to robot arm 604.
Spring 1210 may be a curved beam in tension. Spring 1210 may be comprised of a material that exhibits high stiffness and high yield strain such as virgin PEEK (poly-ether-ether-ketone). The linkage between end-effector 602 and robot arm 604 may provide for a sterile barrier between end-effector 602 and robot arm 604 without impeding fastening of the two couplings.
The reinforcing coupling may be a linkage with multiple spring members. The reinforcing coupling may latch with a cam or friction based mechanism. The reinforcing coupling may also be a sufficiently powerful electromagnet that will support fastening end-effector 102 to robot arm 604. The reinforcing coupling may be a multi-piece collar completely separate from either end-effector 602 and/or robot arm 604 that slips over an interface between end-effector 602 and robot arm 604 and tightens with a screw mechanism, an over center linkage, or a cam mechanism.
Referring to
In order to track the position of the patient 210, a patient tracking device 116 may include a patient fixation instrument 1402 to be secured to a rigid anatomical structure of the patient 210 and a dynamic reference base (DRB) 1404 may be securely attached to the patient fixation instrument 1402. For example, patient fixation instrument 1402 may be inserted into opening 1406 of dynamic reference base 1404. Dynamic reference base 1404 may contain markers 1408 that are visible to tracking devices, such as tracking subsystem 532. These markers 1408 may be optical markers or reflective spheres, such as tracking markers 118, as previously discussed herein.
Patient fixation instrument 1402 is attached to a rigid anatomy of the patient 210 and may remain attached throughout the surgical procedure. In an exemplary embodiment, patient fixation instrument 1402 is attached to a rigid area of the patient 210, for example, a bone that is located away from the targeted anatomical structure subject to the surgical procedure. In order to track the targeted anatomical structure, dynamic reference base 1404 is associated with the targeted anatomical structure through the use of a registration fixture that is temporarily placed on or near the targeted anatomical structure in order to register the dynamic reference base 1404 with the location of the targeted anatomical structure.
A registration fixture 1410 is attached to patient fixation instrument 1402 through the use of a pivot arm 1412. Pivot arm 1412 is attached to patient fixation instrument 1402 by inserting patient fixation instrument 1402 through an opening 1414 of registration fixture 1410. Pivot arm 1412 is attached to registration fixture 1410 by, for example, inserting a knob 1416 through an opening 1418 of pivot arm 1412.
Using pivot arm 1412, registration fixture 1410 may be placed over the targeted anatomical structure and its location may be determined in an image space and navigation space using tracking markers 1420 and/or fiducials 1422 on registration fixture 1410. Registration fixture 1410 may contain a collection of markers 1420 that are visible in a navigational space (for example, markers 1420 may be detectable by tracking subsystem 532). Tracking markers 1420 may be optical markers visible in infrared light as previously described herein. Registration fixture 1410 may also contain a collection of fiducials 1422, for example, such as bearing balls, that are visible in an imaging space (for example, a three dimension CT image). As described in greater detail with respect to
At step 1504, an imaging pattern of fiducials 1420 is detected and registered in the imaging space and stored in computer 408. Optionally, at this time at step 1506, a graphical representation of the registration fixture 1410 may be overlaid on the images of the targeted anatomical structure.
At step 1508, a navigational pattern of registration fixture 1410 is detected and registered by recognizing markers 1420. Markers 1420 may be optical markers that are recognized in the navigation space through infrared light by tracking subsystem 532 via position sensor 540. Thus, the location, orientation, and other information of the targeted anatomical structure is registered in the navigation space. Therefore, registration fixture 1410 may be recognized in both the image space through the use of fiducials 1422 and the navigation space through the use of markers 1420. At step 1510, the registration of registration fixture 1410 in the image space is transferred to the navigation space. This transferal is done, for example, by using the relative position of the imaging pattern of fiducials 1422 compared to the position of the navigation pattern of markers 1420.
At step 1512, registration of the navigation space of registration fixture 1410 (having been registered with the image space) is further transferred to the navigation space of dynamic registration array 1404 attached to patient fixture instrument 1402. Thus, registration fixture 1410 may be removed and dynamic reference base 1404 may be used to track the targeted anatomical structure in both the navigation and image space because the navigation space is associated with the image space.
At steps 1514 and 1516, the navigation space may be overlaid on the image space and objects with markers visible in the navigation space (for example, surgical instruments 608 with optical markers 804). The objects may be tracked through graphical representations of the surgical instrument 608 on the images of the targeted anatomical structure.
Turning now to
When tracking an instrument 608, end-effector 112, or other object to be tracked in 3D, an array of tracking markers 118, 804 may be rigidly attached to a portion of the tool 608 or end-effector 112. Preferably, the tracking markers 118, 804 are attached such that the markers 118, 804 are out of the way (e.g., not impeding the surgical operation, visibility, etc.). The markers 118, 804 may be affixed to the instrument 608, end-effector 112, or other object to be tracked, for example, with an array 612. Usually three or four markers 118, 804 are used with an array 612. The array 612 may include a linear section, a cross piece, and may be asymmetric such that the markers 118, 804 are at different relative positions and locations with respect to one another. For example, as shown in
In
To enable automatic tracking of one or more tools 608, end-effector 112, or other object to be tracked in 3D (e.g., multiple rigid bodies), the markers 118, 804 on each tool 608, end-effector 112, or the like, are arranged asymmetrically with a known inter-marker spacing. The reason for asymmetric alignment is so that it is unambiguous which marker 118, 804 corresponds to a particular location on the rigid body and whether markers 118, 804 are being viewed from the front or back, i.e., mirrored. For example, if the markers 118, 804 were arranged in a square on the tool 608 or end-effector 112, it would be unclear to the system 100, 300, 600 which marker 118, 804 corresponded to which corner of the square. For example, for the probe 608A, it would be unclear which marker 804 was closest to the shaft 622. Thus, it would be unknown which way the shaft 622 was extending from the array 612. Accordingly, each array 612 and thus each tool 608, end-effector 112, or other object to be tracked should have a unique marker pattern to allow it to be distinguished from other tools 608 or other objects being tracked. Asymmetry and unique marker patterns allow the system 100, 300, 600 to detect individual markers 118, 804 then to check the marker spacing against a stored template to determine which tool 608, end effector 112, or other object they represent. Detected markers 118, 804 can then be sorted automatically and assigned to each tracked object in the correct order. Without this information, rigid body calculations could not then be performed to extract key geometric information, for example, such as tool tip 624 and alignment of the shaft 622, unless the user manually specified which detected marker 118, 804 corresponded to which position on each rigid body. These concepts are commonly known to those skilled in the methods of 3D optical tracking.
Turning now to
In this embodiment, 4-marker array tracking is contemplated wherein the markers 918A-918D are not all in fixed position relative to the rigid body and instead, one or more of the array markers 918A-918D can be adjusted, for example, during testing, to give updated information about the rigid body that is being tracked without disrupting the process for automatic detection and sorting of the tracked markers 918A-918D.
When tracking any tool, such as a guide tube 914 connected to the end effector 912 of a robot system 100, 300, 600, the tracking array's primary purpose is to update the position of the end effector 912 in the camera coordinate system. When using the rigid system, for example, as shown in
Sometimes, the desired trajectory is in an awkward or unreachable location, but if the guide tube 114 could be swiveled, it could be reached. For example, a very steep trajectory pointing away from the base 106 of the robot 102 might be reachable if the guide tube 114 could be swiveled upward beyond the limit of the pitch (wrist up-down angle) axis, but might not be reachable if the guide tube 114 is attached parallel to the plate connecting it to the end of the wrist. To reach such a trajectory, the base 106 of the robot 102 might be moved or a different end effector 112 with a different guide tube attachment might be exchanged with the working end effector. Both of these solutions may be time consuming and cumbersome.
As best seen in
In the embodiment shown in
The guide tube 914 may be moveable, swivelable, or pivotable relative to the base 906, for example, across a hinge 920 or other connector to the base 906. Thus, markers 918C, 918D are moveable such that when the guide tube 914 pivots, swivels, or moves, markers 918C, 918D also pivot, swivel, or move. As best seen in
In contrast to the embodiment described for
One or more of the markers 918A-918D are configured to be moved, pivoted, swiveled, or the like according to any suitable means. For example, the markers 918A-918D may be moved by a hinge 920, such as a clamp, spring, lever, slide, toggle, or the like, or any other suitable mechanism for moving the markers 918A-918D individually or in combination, moving the arrays 908A, 908B individually or in combination, moving any portion of the end-effector 912 relative to another portion, or moving any portion of the tool 608 relative to another portion.
As shown in
The cameras 200, 326 detect the markers 918A-918D, for example, in one of the templates identified in
In this embodiment, there are two assembly positions in which the marker array matches unique templates that allow the system 100, 300, 600 to recognize the assembly as two different tools or two different end effectors. In any position of the swivel between or outside of these two positions (namely, Array Template 1 and Array Template 2 shown in
In the embodiment described, two discrete assembly positions are shown in
When using an external 3D tracking system 100, 300, 600 to track a full rigid body array of three or more markers attached to a robot's end effector 112 (for example, as depicted in
In some situations, it may be desirable to track the positions of all segments of the robot 102 from fewer than three markers 118 rigidly attached to the end effector 112. Specifically, if a tool 608 is introduced into the guide tube 114, it may be desirable to track full rigid body motion of the robot 902 with only one additional marker 118 being tracked.
Turning now to
The single tracking marker 1018 may be attached to the robotic end effector 1012 as a rigid extension to the end effector 1012 that protrudes in any convenient direction and does not obstruct the surgeon's view. The tracking marker 1018 may be affixed to the guide tube 1014 or any other suitable location of on the end-effector 1012. When affixed to the guide tube 1014, the tracking marker 1018 may be positioned at a location between first and second ends of the guide tube 1014. For example, in
As shown in
Referring now to
The fixed normal (perpendicular) distance DF from the single marker 1018 to the centerline or longitudinal axis 1016 of the guide tube 1014 is fixed and is known geometrically, and the position of the single marker 1018 can be tracked. Therefore, when a detected distance DD from tool centerline 616 to single marker 1018 matches the known fixed distance DF from the guide tube centerline 1016 to the single marker 1018, it can be determined that the tool 608 is either within the guide tube 1014 (centerlines 616, 1016 of tool 608 and guide tube 1014 coincident) or happens to be at some point in the locus of possible positions where this distance DD matches the fixed distance DF. For example, in
Turning now to
Logistically, the surgeon 120 or user could place the tool 608 within the guide tube 1014 and slightly rotate it or slide it down into the guide tube 1014 and the system 100, 300, 600 would be able to detect that the tool 608 is within the guide tube 1014 from tracking of the five markers (four markers 804 on tool 608 plus single marker 1018 on guide tube 1014). Knowing that the tool 608 is within the guide tube 1014, all 6 degrees of freedom may be calculated that define the position and orientation of the robotic end effector 1012 in space. Without the single marker 1018, even if it is known with certainty that the tool 608 is within the guide tube 1014, it is unknown where the guide tube 1014 is located along the tool's centerline vector C″ and how the guide tube 1014 is rotated relative to the centerline vector C″.
With emphasis on
In some embodiments, it may be useful to fix the orientation of the tool 608 relative to the guide tube 1014. For example, the end effector guide tube 1014 may be oriented in a particular position about its axis 1016 to allow machining or implant positioning. Although the orientation of anything attached to the tool 608 inserted into the guide tube 1014 is known from the tracked markers 804 on the tool 608, the rotational orientation of the guide tube 1014 itself in the camera coordinate system is unknown without the additional tracking marker 1018 (or multiple tracking markers in other embodiments) on the guide tube 1014. This marker 1018 provides essentially a “clock position” from −180° to +180° based on the orientation of the marker 1018 relative to the centerline vector C′. Thus, the single marker 1018 can provide additional degrees of freedom to allow full rigid body tracking and/or can act as a surveillance marker to ensure that assumptions about the robot and camera positioning are valid.
For this method 1100, the coordinate systems of the tracker and the robot must be co-registered, meaning that the coordinate transformation from the tracking system's Cartesian coordinate system to the robot's Cartesian coordinate system is needed. For convenience, this coordinate transformation can be a 4×4 matrix of translations and rotations that is well known in the field of robotics. This transformation will be termed Tcr to refer to “transformation—camera to robot”. Once this transformation is known, any new frame of tracking data, which is received as x,y,z coordinates in vector form for each tracked marker, can be multiplied by the 4×4 matrix and the resulting x,y,z coordinates will be in the robot's coordinate system. To obtain Tcr, a full tracking array on the robot is tracked while it is rigidly attached to the robot at a location that is known in the robot's coordinate system, then known rigid body methods are used to calculate the transformation of coordinates. It should be evident that any tool 608 inserted into the guide tube 1014 of the robot 102 can provide the same rigid body information as a rigidly attached array when the additional marker 1018 is also read. That is, the tool 608 need only be inserted to any position within the guide tube 1014 and at any rotation within the guide tube 1014, not to a fixed position and orientation. Thus, it is possible to determine Tcr by inserting any tool 608 with a tracking array 612 into the guide tube 1014 and reading the tool's array 612 plus the single marker 1018 of the guide tube 1014 while at the same time determining from the encoders on each axis the current location of the guide tube 1014 in the robot's coordinate system.
Logic for navigating and moving the robot 102 to a target trajectory is provided in the method 1100 of
In the flowchart of method 1100, each frame of data collected consists of the tracked position of the DRB 1404 on the patient 210, the tracked position of the single marker 1018 on the end effector 1014, and a snapshot of the positions of each robotic axis. From the positions of the robot's axes, the location of the single marker 1018 on the end effector 1012 is calculated. This calculated position is compared to the actual position of the marker 1018 as recorded from the tracking system. If the values agree, it can be assured that the robot 102 is in a known location. The transformation Tcr is applied to the tracked position of the DRB 1404 so that the target for the robot 102 can be provided in terms of the robot's coordinate system. The robot 102 can then be commanded to move to reach the target.
After steps 1104, 1106, loop 1102 includes step 1108 receiving rigid body information for DRB 1404 from the tracking system; step 1110 transforming target tip and trajectory from image coordinates to tracking system coordinates; and step 1112 transforming target tip and trajectory from camera coordinates to robot coordinates (apply Tcr). Loop 1102 further includes step 1114 receiving a single stray marker position for robot from tracking system; and step 1116 transforming the single stray marker from tracking system coordinates to robot coordinates (apply stored Tcr). Loop 1102 also includes step 1118 determining current location of the single robot marker 1018 in the robot coordinate system from forward kinematics. The information from steps 1116 and 1118 is used to determine step 1120 whether the stray marker coordinates from transformed tracked position agree with the calculated coordinates being less than a given tolerance. If yes, proceed to step 1122, calculate and apply robot move to target x, y, z and trajectory. If no, proceed to step 1124, halt and require full array insertion into guide tube 1014 before proceeding; step 1126 after array is inserted, recalculate Tcr; and then proceed to repeat steps 1108, 1114, and 1118.
This method 1100 has advantages over a method in which the continuous monitoring of the single marker 1018 to verify the location is omitted. Without the single marker 1018, it would still be possible to determine the position of the end effector 1012 using Tcr and to send the end-effector 1012 to a target location but it would not be possible to verify that the robot 102 was actually in the expected location. For example, if the cameras 200, 326 had been bumped and Tcr was no longer valid, the robot 102 would move to an erroneous location. For this reason, the single marker 1018 provides value with regard to safety.
For a given fixed position of the robot 102, it is theoretically possible to move the tracking cameras 200, 326 to a new location in which the single tracked marker 1018 remains unmoved since it is a single point, not an array. In such a case, the system 100, 300, 600 would not detect any error since there would be agreement in the calculated and tracked locations of the single marker 1018. However, once the robot's axes caused the guide tube 1012 to move to a new location, the calculated and tracked positions would disagree and the safety check would be effective.
The term “surveillance marker” may be used, for example, in reference to a single marker that is in a fixed location relative to the DRB 1404. In this instance, if the DRB 1404 is bumped or otherwise dislodged, the relative location of the surveillance marker changes and the surgeon 120 can be alerted that there may be a problem with navigation. Similarly, in the embodiments described herein, with a single marker 1018 on the robot's guide tube 1014, the system 100, 300, 600 can continuously check whether the cameras 200, 326 have moved relative to the robot 102. If registration of the tracking system's coordinate system to the robot's coordinate system is lost, such as by cameras 200, 326 being bumped or malfunctioning or by the robot malfunctioning, the system 100, 300, 600 can alert the user and corrections can be made. Thus, this single marker 1018 can also be thought of as a surveillance marker for the robot 102.
It should be clear that with a full array permanently mounted on the robot 102 (e.g., the plurality of tracking markers 702 on end-effector 602 shown in
Turning now to
When tracking the tool 608, such as implant holder 608B, 608C, the tracking array 612 may contain a combination of fixed markers 804 and one or more moveable markers 806 which make up the array 612 or is otherwise attached to the implant holder 608B, 608C. The navigation array 612 may include at least one or more (e.g., at least two) fixed position markers 804, which are positioned with a known location relative to the implant holder instrument 608B, 608C. These fixed markers 804 would not be able to move in any orientation relative to the instrument geometry and would be useful in defining where the instrument 608 is in space. In addition, at least one marker 806 is present which can be attached to the array 612 or the instrument itself which is capable of moving within a pre-determined boundary (e.g., sliding, rotating, etc.) relative to the fixed markers 804. The system 100, 300, 600 (e.g., the software) correlates the position of the moveable marker 806 to a particular position, orientation, or other attribute of the implant 10 (such as height of an expandable interbody spacer shown in
In the embodiment shown in
Turning now to
In these embodiments, the moveable marker 806 slides continuously to provide feedback about an attribute of the implant 10, 12 based on position. It is also contemplated that there may be discreet positions that the moveable marker 806 must be in which would also be able to provide further information about an implant attribute. In this case, each discreet configuration of all markers 804, 806 correlates to a specific geometry of the implant holder 608B, 608C and the implant 10, 12 in a specific orientation or at a specific height. In addition, any motion of the moveable marker 806 could be used for other variable attributes of any other type of navigated implant.
Although depicted and described with respect to linear movement of the moveable marker 806, the moveable marker 806 should not be limited to just sliding as there may be applications where rotation of the marker 806 or other movements could be useful to provide information about the implant 10, 12. Any relative change in position between the set of fixed markers 804 and the moveable marker 806 could be relevant information for the implant 10, 12 or other device. In addition, although expandable and articulating implants 10, 12 are exemplified, the instrument 608 could work with other medical devices and materials, such as spacers, cages, plates, fasteners, nails, screws, rods, pins, wire structures, sutures, anchor clips, staples, stents, bone grafts, biologics, or the like.
According to principles of the present invention, a system 420 is provided for registering patient images from a navigated imaging device 10 in an imaging space to the actual patient anatomy in a camera space without the use of any radiopaque fiducials embedded in the images. General embodiments of the invention include an intraoperative imaging system 10, a navigation and/or robotic guidance system 100, and an imaging transferring and data tracking device (I/O) 42,52.
The intraoperative imaging system 10 is capable of: (1) capturing 3-Dimensional (3D) images (e.g., CT, CBCT, MCT, PET, Angiogram, MRI, ultrasound, etc.), (2) capturing 2-Dimensional (2D) images (e.g., fluoroscopy, digital radiography, ultrasound, etc.), and (3) containing an integrated or detachable navigation array 68 having tracking markers (e.g., NIR retroreflective, NIR LED, visible, etc.), which is calibrated to the image space of the 2D and 3D images.
The navigation and/or robotic guidance system 100 is capable of: (1) using registered 2D and/or 3D images for surgical planning, navigation, and guidance in a variety of workflows (e.g., intraoperative 3D, intraoperative 2D, preoperative 3D to 2D, and intraoperative 3D to 2D, etc.), (2) containing an integrated or detachable stereoscopic tracking camera 200 capable of tracking markers 116, 68, 702. 612, 804 (e.g., NIR retroreflective, NIR LED, visible, etc.).
The patient reference array (DRB 116) is (1) capable of rigidly attaching to the patient anatomy, and (2) contains an array of tracking markers (e.g., NIR retroreflective, NIR LED, visible, etc.).
The imaging transferring and data tracking device (I/O) 42,52 connected between the imaging system 10 and navigation system 100 (e.g., wired data transfer, wireless data transfer, data transfer via portable storage device, etc.) is (1) capable of transferring complete patient registration information and associated images, and (2) capable of identifying and establishing unique peer-to-peer connection based on system type compatibility of sender of images (intraoperative imaging system) and receiver of images (navigation and/or robotic guidance system).
The motors 66, 67, 102 that move the gantry have encoders that track the position of the inner and outer C-arms 70,72, and therefore the position of the detector panel that detects the x-ray transmission. Specifically, the system tracks the pitch (rainbow), roll (tilt), and even yaw (using the encoder in the motor that rotates the vertical shaft 59). Alternatively, a separate tracking array can be attached to either the x-ray transmitter or the detector panel at known locations to track the detector position.
In the embodiment as shown in
As used herein, a homogeneous transform matrix T has four rows and four columns representing the 3-dimensional geometric positioning between two rigid bodies, an example of which is shown below.
Encoded within this matrix T is both the relative rotation/orientation and position/translation. Orientation is represented as a rotation matrix consisting of three rows and three columns, as shown above, with each column defining to the rotation about x,y, and z axes and consisting of a 3-dimensional mutually orthogonal unit vectors having x,y, and z components. The relative position/translation is represented as a 3-dimensional vector consisting of x, y, and z component (as shown above with ‘px’, ‘py’ and ‘pz’) of these two bodies. The last row of [0,0,0,1] is an optional row and is used to simplify the math to allow an entire transformation (both rotation and translation) in a single matrix operation. This transform matrix T can then be used to wholly define the shift in 3-dimensional pose (position and orientation) between two bodies in 3-dimensional space.
Assume that there are two similar bodies (body A and body B) in space or two positions of the same body (position A and position B). the homogeneous transform T defining the shift from the pose of B relative to the pose of A can be denoted as A_X_B. If there is a third body or position, C and its pose relative to B is defined as B_X_C, the pose of C relative to A can then be computed by multiplying these two transforms together: A_X_B*B_X_C=A_X_C.
In the context of registration in a navigated surgery, one objective can be defined as computing the homogeneous transform T between the patient and the image IM taken by the imaging device 10. For the patient pose, the DRB 116 can be used as it is firmly attached to the patient. Thus, the transform between the patient and the image IM can be represented as “DRB_X_IM”, i.e., a transform that defines the relative position and orientation of DRB 116 at the time of imaging relative to the position and orientation of the x-ray image IM.
As discussed previously, the DRB 116 includes an array of image tracking markers and serves as the optical tracker denoting the coordinate system of the patient. Image IM is the coordinate system of the image captured by the imaging system 10 such as Excelsius3D (hereinafter “E3D”), available at Globus Medical, Inc. of Audubon, PA. The image IM may be a 3D scan (e.g., CT scan or MRI) or 2D Fluoroscopy/Radiography shots.
With the above introduction to the homogeneous transform T between rigid bodies, a method of registering a patient image IM in an imaging space to the physical patient in a physical space, preferably without the use of any radiopaque fiducials embedded in the patient image will now be described.
DRB_X_Image is a transform between the origin of the DRB's coordinate system and the origin of the image's coordinate system. There are many different standards in terms of defining the location and directionality of the coordinate system of medical images. For example, an LPS (left, posterior, superior) standard may be used which puts the origin at the anterior, inferior, patient right corner of the image space. The axes of this 3D coordinate system point posteriorly, superiorly, and towards patient left from the origin (hence the LPS shorthand).
This DRB_X_Image transform (transform C) thus yields the relative pose between the patient's physical coordinate system via patient reference array DRB 116 in the physical space and the patient's virtual coordinate system embedded in the image IM in the image space. This is defined as the “patient registration”. This transform process is what allows the surgical robot system 100 to virtually track tools on a 3D scan/2D shot and also provide navigated guidance to the robotic arm 104 and end effector 112 to know where to move relative to the patient based on a trajectory plan in the virtual image IM space. This registration is computed automatically by a processor of the imaging system 10 at the time the image IM is captured.
To compute DRB_X_Image (transform C), a few intermediate transforms (transforms A and B) are computed at the time that the image IM is taken. The tracking device 200 (camera system) includes a computing system which is similar to the system of
A second transform (transform B), E3D_X_Image, is also calculated. E3D_X_Image is derived in a two-fold operation: E3D_X_Detector 76, and Detector_X_Image (“Detector” denotes the coordinate system of the x-ray detector panel 76 on the E3D).
E3D_X_Detector is computed from the kinematic configuration of the E3D 10. This is mechanical in nature, and represents the geometric configuration between the E3D array 68 and the detector panel 76. The position and orientation of the detector panel 76 relative to the array 68 is derived from information from encoders in the motors 66, 67, 102, and other motors in the gantry mount 58 and gantry 56. Alternatively, a separate optical array fixture mounted to either the detector panel 76 or the x-ray transmitter 74 may be used.
Detector_X_Image is gathered from the image construction process and is a property of the layout of the x-ray detector/transmitter and how the imaging device 10 constructs the resulting image. Multiplying these two transforms together yields: E3D_X_Detector*Detector_X_Image=E3D_X_Image (transform B).
To compute the overall patient registration, the two previously computed transforms, DRB_X_E3D (transform A) and E3D_X_Image (transform B), are multiplied together to yield: DRB_X_E3D*E3D_X_Image=DRB_X_Image (transform C, which represents the overall patient registration transform).
In determining E3D_X_Detector as part of deriving transform B, the imaging device 10 may need to be calibrated as the C-arms flex in varying amounts depending on their orientation. When the E3D 10 tilts the gantry 70 to non-zero angles, there is a certain amount of mechanical flex of the gantry due to gravity pulling down on the gantry. This flex may cause minor discrepancies in the E3D_X_Detector transform, as the kinematic configuration of these two mechanical pieces changes (on the order of several millimeters in some cases). The amount of flex is dependent on the system itself as well as how much gantry tilt is used. Thus, this calibration process is completed for each individual system 10 and over a grid of gantry tilt and rotor angles. This calibration process involves a radiotranslucent calibration fixture 416 with embedded radiopaque fiducials 418 (e.g., BBs), which are visible under x-ray. The fixture 416 also has optical markers 420 on one side, which are visible to the camera 200, yielding a Fixture_X_Camera transform. The location of the fiducials 418 relative to the markers 420 on the fixture 416 is a known transform based on the manufacturing of the fixture itself. This transform is mechanical in nature, and yields BBs_X_Fixture. Multiplying these two transforms together yields: BBs_X_Fixture*Fixture_X_Camera=BBs_X_Camera. Since the position of the E3D (or its array 68) with respect to the camera 200, E3D_X_Camera, is known, the BBs_X_Camera transform can be inverted and the following can me computed: E3D_X_Camera*Camera_X_BBs=E3D_X_BBs. This E3D_X_BBs transform represents the true flex-compensated physical pose of the fixture BBs 416 relative to the E3D array 68.
When an x-ray image/CT scan of the calibration fixture 416 is taken with the E3D 10, the radiopaque BBs 416 appear in the image. Their position within the image can be detected utilizing image processing algorithms. Combining this positioning with the known E3D_X_Image yields: E3D_X_Detector*Detector_X_Image*Image_X_DetectedBBs=E3D_X_DetectedBBs. This E3D_X_DetectedBBs transform represents the detected physical pose of the BBs 418 relative to the E3D array 68, following the registration pathway of computation, thus including potential errors via way of the E3D_X_Detector transform.
There is now two transforms representing the same physical pose between the BBs 418 and the E3D array 68: E3D_X_BBs and E3D_X_DetectedBBs. E3D_X_BBs represents the true pose (control value) and E3D_X_DetectedBBs represents the detected, potentially error prone, pose. The differences, both in terms of orientation and translation, between E3D_X_BBs and E3D_X_DetectedBBs is analyzed. This difference is stored in the memory of the imaging device 10 as an offset to be applied to E3D_X_Detector to account for the mechanical flex caused by gravity. This offset ensures that E3D_X_BBs and E3D_X_DetectedBBs will have the same resultant transform, ensuring sufficient accuracy in utilizing the E3D_X_Detector transform in the patient registration process.
This calibration process is completed across a large combination of tilt & rotor angles for the gantry 56 and preferably is completed separately for each individual system 10. The offset calibration data are stored on the system 10 memory and are utilized when completing the registration process, ensuring accuracy in the computed DRB_X_Image patient registration transform.
As an example, during a calibration procedure, the system 10 takes an image of a calibration frame/fixture 416 for every 10 degree rotation at a particular pitch angle, which means 36 images are taken. The same procedure is repeated at 10 degrees higher in pitch. Thus, 1,296 images are taken all together to calibrate the C-arms and stored. When the imaging system 10 is used to image an actual patient at angles other than at 10 degree increments, interpolation between two surrounding calibration data at degrees apart is used to fine tune the calibration data on the fly and is used to determine a patient registration transform which has been compensated for the mechanical flex of the gantry 56 at a particular position and orientation.
In one embodiment, for 2D calibrations, the E3D_X_FocalSpot (focal spot of the transmitter/imaging device 10) and E3D_X_Detector (detector panel of the imaging device) are stored in the memory. For a given acquired image, a camera model is used to calculate the location of the focal spot and detector panel with respect to the E3D 10 imaging markers 68. These calibration locations are determined for a series of tilt angles and rainbow angles and stored in a memory/file for future use. During use, the desired registration location is captured and the bounding calibration points are determined. There will be four corners. The focal spot and detector panel transforms are spherically bi-linearly interpolated to the resultant focal spot and detector positions and these are used to calculate the 4×4 projection matrix used by the navigation/robot system 100.
In one embodiment, for 3D calibrations, the E3D_X_image3D (3D image) transform at a series of tilt angles and stored in a memory/file for future use. During use, the desired registration location is captured and the bounding calibration points are determined. There will be two calibration transforms. These transforms will be spherically interpolated to create the desired E3D_X_image3D transform of the current location. This is the registration information (calculated by the imaging device 10) which is sent from the imaging device to the navigation/robotic system 100.
The steps of
In step 422, the patient 210 is positioned on an operating table and a dynamic reference base (“DRB”) 116 having an array of patient tracking markers 118 is securely attached to the patient anatomy (e.g., to the pelvic bone of the patient).
In step 424, the imaging system 10 is positioned within the operating area such that the cameras 200 has good visibility to the DRB 116 and an array of imaging tracking markers 68 on either side of the gantry mount 58.
In step 426, a tracking system/processor 532 of the robot system 100 begins to continuously track the calibrated pose (i.e., position and orientation) of the imaging device 10 from the imaging tracking markers 68 contained in optical images coming from the cameras 200.
In step 428, the tracking system 532 of the robot system 100 also begins to continuously track the patient pose via the DRB 116.
Once robotic system 100 to imaging device 10 connection is established through the I/O of the robotic system, the processor 408 of the robotic system starts sending camera frame data to the imaging device 10 through the communication link 52, which contains the relative location from the imaging tracking markers 68 to the DRB 116 in camera space (e.g., the continuously tracked data of the imaging device 10 and the DRB 116). The camera 200 uses whatever reference array 68 is visible (left or right arrays on both sides of the gantry mount 58).
In step 430, a 3D image of the patient anatomy of interest is captured by the imaging device 10 while the cameras 200 are tracking the DRB 116 and imaging tracking markers 68. As discussed earlier, the imaging device 10 is capable of rotating the inner and outer c-arms 70,72 to image the patient with a full 360 degree rotation. For example, the imaging device performs a full 3D x-ray CT scan, which is then converted into a 3D image or image volume based on a well-known CT conversion process, in which a series of X-ray images taken from different angles around the patient anatomy are processed by the processor 46 to create a series of cross-sectional slices of the patient anatomy. The series of cross-sectional slices are stored in the memory as a DICOM (digital imaging and communications in medicine) file which contains a header file and a series of image data each typically representing a corresponding cross-sectional slice.
In step 432, the 3D image obtained from step 430 is registered as discussed above. Specifically, DRB_X_Image as represented by transform C is derived by multiplying transform A and transform B. The tracking data required by the various transforms are received from the robot system 100 and stored in the memory 44 for use by the registration algorithm.
As discussed above, transform C represents the relative pose between the patient's physical coordinate system via patient reference array DRB 116 in the physical space as seen by the cameras 200 and the patient's virtual coordinate system embedded in the image IM in the image space. The transform C data is then embedded in the private tags/header section of the DICOM file representing the 3D image of the patient anatomy.
In step 434, the registered 3D image (transform C) in the form of a DICOM file which contains the registration information in the header is transferred from the imaging device 10 to the robotic system 100.
Software in the robotic system 100 then extracts the patient reference-to-scan transform (transform C) from the 3D image, stores it in the memory and uses it for navigation as other surgical instrument arrays are tracked with respect to the DRB 116 as the robotic system knows where the instruments are in the image space using the transform C.
In step 436, the imaging device 10 can now be removed from the operating area. In step 438, the robotic system 100 uses the registered 3D image for navigation and robotic surgery. For example, the robotic system 100 may move the end effector (which is also being tracked by the camera 200 through the markers 702) to place the end effector along a selected trajectory for inserting bone screws. The robotic system 100 may also display the registered 3D image on a display and manipulate the displayed image as the end effector is moved. The system 100 also displays a planned instrument trajectory, and a dynamically updated trajectory of an optically tracked surgical instrument 608 and end effector 112/114, and a virtual representation of the tracked instrument all of which are super imposed on the displayed 3D image and other displayed 2D images (A/P, lateral, and axial). Moreover, the system 100 can also display any number of 2D views of the 3D medical image such as, for example, A/P, lateral, and axial views, which are simulated fluoroscopic shots (e.g., DRR images) or planar slices that have been generated from the 3D image by image processing.
The robotic system 100 may also display a tracked surgical instrument which is superimposed on the displayed 3D image to assist the physician with visualization.
The robotic system can also display a variety of images on the display to assist the physician. For example, four distinct images including Ap, lateral, axial and probe's eye (3D) images can be displayed simultaneously. The axial view (either DRR image or slice image) which represents the view of a horizontal slice of the bone at the point of a planned trajectory is particularly useful and can be generated by synthesizing a correct slice or DRR image at a correct orientation from the 3D image.
In step 439, the robotic system 100 detects that the registration is compromised. This could be detected for example, if a distance from a surveillance marker to the DRB 116 changes beyond a threshold amount. Then, steps 424-438 are repeated to re-register the patient.
Steps 422-439 of
In step 440, the imaging system 10 is brought back out and is positioned within the operating area such that the cameras 200 has good visibility to the DRB 116 and the array of imaging tracking markers 68 on either side of the gantry mount 58.
In step 442, the tracking system/processor 532 of the robot system 100 begins to continuously track the calibrated pose (i.e., position and orientation) of the imaging device 10 from the imaging tracking markers 68 contained in optical images coming from the cameras 200.
In step 444, the tracking system 532 of the robot system 100 also begins to continuously track the patient pose via the DRB 116.
Once robotic system 100 to imaging device 10 connection is established through the I/O of the robotic system, the processor 408 of the robotic system starts sending camera frame data to the imaging device 10 through the communication link 52, which contains the relative location from the imaging tracking markers 68 to the DRB 116 in camera space (e.g., the continuously tracked data of the imaging device 10 and the DRB 116). The camera 200 uses whatever reference array 68 is visible (left or right arrays on both sides of the gantry mount 58).
In step 446, a set of 2D images at two different orientations of the patient anatomy of interest, such as A/P and lateral, is captured by the imaging device 10. These images may be taken manually by a user or automatically by the imaging device which will rotate the second image by a pre-selected degrees, such as 90 degrees, from the first image.
For each image, the above discussed transforms (transforms A, B and C) are performed such that each image in the image space is registered to the physical patient in the patient coordinate system as represented in the form of the DRB 116.
The registration of each image can be performed in a few different methods. In a first method, the imaging device 10 is tracked using a fluoro fixture temporarily mounted to the fluoro collector (image intensifier or flat panel). One example of the fluoro fixture 2100 is disclosed in U.S. patent application Ser. No. 15/267,950, filed on Sep. 16, 2016 (patent Ser. No. 10/799,298), which is incorporated herein. This fixture has two planes of BBs, allowing fluoro images to be processed so that the tracked position of the fluoro x-ray emitter of the imaging device 10 can be accurately extrapolated from the tracked position of the fluoro collector, and thereby the image IM position in the imaging space.
In another variation of the method, preferably the imaging device is optically tracked with, for example, the imaging tracking markers 68, and the locations of the emitter and collector, and thereby the image IM are accurately extrapolated using the transforms (transforms A, B, and C) as discussed above.
With each image, the position of the DRB 116 that is mounted on the patient is simultaneously tracked by the same optical tracking system 200 while tracking the position of the imaging tracking markers 68, so that the image position in the imaging space is correlated to the DRB 116 coordinate system representing the patient's physical space. In other words, for each image, transform C is calculated as discussed above and the image is stored as a DICOM file with the header containing the associated registration information.
In step 446, the DICOM file is sent to the surgical robot system 100 through the communication link 52 for further processing. As can be appreciated, the DICOM file for the 2D images include spacing information, which include an angle and offset (displacement) of one 2D image relative to the other 2D image, which information may be used later for the merging operation.
In step 450, the imaging device 10 can now be removed from the operating area.
Step 452 is executed by the processor in the computer 408 of the robot system 100. In step 452, the registered 2D images are merged with the 3D image that was obtained in step 430.
In one method of merging, simulated fluoro shots called digitally reconstructed radiographs or DRRs are created from the 3D image. Each DRR image represents an artificially or synthetically created fluoroscopic image that is based on a particular orientation and position of a theoretical fluoro machine relative to the scan volume through image processing. In the case of 3D image derived from a CT scan volume, DRR images are generated by computing the pixel intensity intersected and accumulated by rays passing through the CT scan volume from a point source (emitter) on one side of the CT volume through a divergent path to a plane (collector) on the other side. Optionally, the DRR images, 2D images or 3D image volume may be processed with a high pass filter to enhance the contrast around bone boundaries.
At each comparison, two DRR images are generated at a selected angle and offset from each other. The selected angle and offset are based on the known (tracked) angle and offset that were used to capture the two 2D images (A/P and lateral) in step 446. In this way, the two generated DRR images can be compared to the two 2D images at the same time through an image processing algorithm. If the image content (gradient in contrast of bony edges) on the DRR images and the 2D images do not match everywhere within a given threshold, the theoretical position and orientation of the 3D image relative to the fixed locations of the x-ray collector and emitter from the 2D images are slightly modified and two new DRR images are generated.
When generating new DRR images, the direction and angle in which to nudge (incremental change in position and orientation) the 3D image volume relative to the fixed positions of the theoretical x-ray collector and emitter are based on whether the previous nudge (incremental change) caused an improvement or worsening offset in image content of DRR images relative to the actual 2D fluoroscopic images.
Iterations stop once further tweaking of the 3D image volume's orientation and position relative to the fixed positions of the theoretical x-ray collector and emitter no longer provides better matching of the 2D image content to the DRR images.
In an alternative embodiment, the matching is performed using a two step process whereby one of the two 2D images is matched to a particular DRR image using the above described merging method and then the other of the two 2D images is matched with the above merging method.
Once the positions of the theoretical emitter and collector are known relative to the image volume (3D image), registration is achieved because the theoretical emitter and collector positions provide the corresponding location in imaging space (e.g., CT space) to the known tracked positions of the actual emitter and collector in DRB 116 space. Thus, registration of the 3D image is recovered and the registration information is stored in the memory of the robot system 100.
In an alternative method of merging, when in step 446, an ultrasound transducer with imaging tracking markers is used to capture 2D images instead of the imaging device 10, simulated 2D ultrasound images are created from the 3D image volume. Each 2D ultrasound image represents an artificially or synthetically created ultrasound image from a theoretical ultrasound imaging handpiece held in a particular position relative to the 3D volume. In the case of a 3D image derived from a CT scan volume, synthetic 2D ultrasound images are generated by computing the pixel intensity intersected and accumulated by sound waves passing through the CT scan volume from an ultrasound source (emitter), reflecting from tissues of different types (bone, soft tissue, blood), and being monitored by the ultrasound receiver. Optionally, the simulated 2D ultrasound images, 3D image volume or both may be processed with a high pass filter to enhance the contrast around bone boundaries.
At each comparison, two simulated ultrasound images are generated at a selected angle and offset from each other. The selected angles are based on the angle and offset that was used to capture the two 2D tracked ultrasound images (A/P and lateral) in step 446. In this way, the two simulated 2D ultrasound images can be compared to the two actual 2D ultrasound images at the same time through an image processing algorithm. If the image content (gradient in contrast of bony edges) on the simulated and actual images do not match everywhere within a given threshold, the theoretical position and orientation of the 3D image volume relative to the fixed location of the theoretical ultrasound handpiece from the 2D images are slightly modified and two new simulated 2D ultrasound images are generated.
When generating new 2D simulated ultrasound images, the direction and angle in which to nudge (incremental change in position and orientation) the image volume relative to the positions of the theoretical ultrasound handpiece are based on whether the previous nudge (incremental change) caused an improvement or worsening offset in image content of 2D simulated ultrasound images relative to the 2D actual ultrasound images.
Iterations stop once further tweaking of the image volume orientation and position no longer provides better matching of the actual 2D ultrasound image content to the simulated 2D ultrasound images. The use of an ultrasound transducer to generate 2D images as described above may be used as an alternative method in any registration or registration recovery procedure that uses the imaging device 10.
In step 454, the robotic system 100 uses the registered 3D image (3D image with recovered registration) for navigation and robotic surgery such as for controlling its arms 104 and end effector 112, and contents of the displays 110. Similar to step 438, The processor/computer 408 displays the registered 3D image and the two 2D images (A/P and lateral) on the display 304 along with a planned instrument trajectory, and a dynamically updated trajectory of an optically tracked surgical instrument 608 and end effector 112/114, and a virtual representation of the tracked instrument, all of which are superimposed on the displayed 3D and 2D images.
In step 456, the robotic system 100 detects that the registration is compromised again. If so, control returns to step 440 and only the 2D images are required re-register the 3D image, instead of requiring another full 3D scan of the patient.
Step 458, a 3D image of the patient anatomy of interest is captured by the imaging device 10 prior to the operation. For example, the imaging device 10 may perform a full 3D x-ray CT scan, which is then converted into a 3D image or image volume based on a well-known CT conversion process. The 3D image is then stored in the memory as a DICOM file.
Discussion of steps with the same reference numbers as those in the earlier figures have been omitted for brevity.
In step 456, the robotic system 100 detects that the registration has been compromised. If so, control passes to step 424 so that registration may be recovered using only the two 2D images (e.g., A/P and lateral) and merging them to the pre-op 3D image without doing another full 3D scan of the patient, thereby decreasing the overall procedure time and reducing the harmful x-ray exposure for the patient.
This method may be useful when there is no available 3D imaging system. Steps 422-428 and 446-454 in
As part of step 454, the processor/computer 408 displays the registered 2D images (A/P and lateral) on the display 304 along with a dynamically updated trajectory of an optically tracked surgical instrument 608 and end effector 112/114 and a virtual representation of the tracked instrument.
In step 456, compromise of registration is detected by the robot system 100. If so, control passes to step 424 in which two additional 2D images are obtained from the imaging device 10 and registered by performing transforms A, B and C, with transform C ultimately representing the registration information between the 2D image in the imaging space and DRB 116 in the camera 200 space (physical patient coordinate system).
However, as can be appreciated by persons of ordinary skill in the art, it may not be easy to navigate based on only two 2D images that are displayed on the display 304. As an alternative to the method of
In step 452, the registered 2D images are merged with the customized 3D image that was obtained in step 460, and then the registered synthetic 3D image in addition to the two 2D images are displayed on the display 304. In that way, navigation using tracked instruments, its trajectory and end effector which are displayed and superimposed on the displayed 3D and 2D images may be easier to visualize and more accurate.
Alternatively, steps 460 and 452 are performed simultaneously or in reverse order as once the generic 3D model has been customized, the pose of the customized model will already have been synchronized to the 2D images. In that case, the registration step is simply a matter of transferring the 3D image pose information (one that matches the orientation of the 2D images) into a form that can be used by the surgical robot system 100.
These and other advantages of the present invention will be apparent to those skilled in the art from the foregoing specification. Accordingly, it will be recognized by those skilled in the art that changes or modifications may be made to the above-described embodiments without departing from the broad inventive concepts of the invention. It should therefore be understood that this invention is not limited to the particular embodiments described herein, but is intended to include all changes and modifications that are within the scope and spirit of the invention as defined in the claims.
The present application claim priority to U.S. provisional patent application No. 63/389,691, filed Jul. 15, 2022, which is incorporated herein by reference. The present application is also related to, but does not claim priority to (1) patent application Ser. No. 15/180,126, filed Jun. 13, 2016 (U.S. Pat. No. 10,842,453), and (2) patent application Ser. No. 15/157,444, filed May 18, 2016 (U.S. Pub. No. 2016/0256225), all of which are incorporated herein by reference.
Number | Date | Country | |
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63389691 | Jul 2022 | US |