Mirroring in image guided surgery

Information

  • Patent Grant
  • 12076196
  • Patent Number
    12,076,196
  • Date Filed
    Friday, December 29, 2023
    10 months ago
  • Date Issued
    Tuesday, September 3, 2024
    2 months ago
Abstract
An imaging system, including a head-mounted display worn by a system operator. A marker defines a plane when attached to a human subject. Optically reflective elements are disposed on the marker and on opposing sides of the plane in a non-symmetrical arrangement with respect to the plane. A memory stores a graphical representation of a tool used in a procedure performed on the human subject, and an image of anatomy of the human subject. A camera attached to the display acquires an image of the marker and the tool. A processor analyzes the image to identify the plane and to identify a side of the plane wherein the camera is located, and to render to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a point of view in the identified side of the plane.
Description
FIELD OF THE INVENTION

This invention relates generally to an augmented reality system, and specifically to correct image projection when it is used in image guided surgery.


BACKGROUND

Correct imaging is important in image guided surgery, and a number of systems are known in the art for producing correct imaging.


U.S. Pat. Nos. 7,630,753 and 9,757,087, to Simon et al., describe a surgical instrument navigation system that allows a surgeon to invert the three-dimensional perspective of the instrument to match their perspective of the actual instrument.


U.S. Pat. No. 9,538,962, to Hannaford et al., describes a system for providing networked communications. The system includes a plurality of head-mountable devices, each in communication with a control system via a communication network.


U.S. Pat. No. 9,710,968, to Dillavou et al., describes a system for role designation with multiple sources.


U.S. Pat. No. 9,886,552, to Dillavou et al., describes a method for image registration that includes rendering a common field of interest that reflects a presence of a plurality of elements. At least one of the elements is a remote element located remotely from another of the elements.


U.S. Pat. No. 9,940,750, to Dillavou et al., describes a method for role negotiation that can comprise rendering a common field of interest that reflects a presence of a plurality of elements. At least one of the elements is a remote element located remotely from another of the elements.


U.S. Pat. No. 9,959,629, to Dillavou et al., describes a method for managing spatiotemporal uncertainty in image processing. The method can comprise determining motion from a first image to a second image.


U.S. Pat. No. 10,194,131, to Casas, describes a real-time surgery method for displaying a stereoscopic augmented view of a patient from a static or dynamic viewpoint of the surgeon. The method employs real-time three-dimensional surface reconstruction for preoperative and intraoperative image registration.


US Patent Application 2011/0216060, to Weising et al., describes a method for controlling a view of a virtual scene with a portable device. A signal is received and the portable device is synchronized to make the location of the portable device a reference point in a three-dimensional (3D) space.


US Patent Application 2017/0027650, to Merck et al., describes receiving data characterizing a mother video feed acquired by an endoscopic video capture device. The mother video feed can be for characterizing an operative field within a patient.


US Patent Application 2017/0251900, to Hansen et al., describes a depiction system for generating a real time correlated depiction of movements of a surgical tool for uses in minimally invasive surgery.


US Patent Application 2017/0367771, to Tako et al., describes a virtual reality surgical navigation method that includes a step of receiving data indicative of a surgeon's current head position, including a direction of view and angle of view of the surgeon.


US Patent Application 2018/0247128, to Alvi et al., describes a system for accessing a surgical dataset including surgical data collected during performance of a surgical procedure. The surgical data can include video data of the surgical procedure.


Documents incorporated by reference in the present patent application are to be considered an integral part of the application except that, to the extent that any terms are defined in these incorporated documents in a manner that conflicts with definitions made explicitly or implicitly in the present specification, only the definitions in the present specification should be considered.


SUMMARY

An embodiment of the present invention provides an imaging system, consisting of:

    • a head-mounted display configured to be worn by an operator of the system;
    • a marker configured to be attached to a human subject and defining a plane when attached to the human subject, the marker having optically reflective elements disposed on the marker and on opposing sides of the plane in a non-symmetrical arrangement with respect to the plane;
    • a memory configured to store a graphical representation of a tool used in a procedure performed by the operator on the human subject, and an image of anatomy of the human subject;
    • a camera attached to the display and configured to acquire an input image of the marker and of the tool; and
    • a processor configured to analyze the input image so as to identify the plane and to identify a side of the plane wherein the camera is located, and to render to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a point of view in the identified side of the plane.


In a disclosed embodiment the plane makes an angle between +20° and −20° with a sagittal plane of the human subject. Alternatively, the plane makes an angle between +20° and −20° with an axial plane of the human subject.


In a further disclosed embodiment the marker has a two-dimensional surface which makes an angle between +20° and −20° with a frontal plane of the human subject.


In a yet further disclosed embodiment the marker defines a further plane and the optically reflective elements are disposed on opposing sides of the further plane in a non-symmetrical arrangement with respect to the further plane, and the processor is configured to analyze the input image so as to identify the further plane and to identify a side of the further plane wherein the camera is located, and to render to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a point of view in the identified side of the further plane. Typically, the plane and the further plane are orthogonal to each other.


In an alternative embodiment the camera is located at a vertical height above the marker, and the processor is configured:

    • to ascertain the vertical height in response to the acquired input image of the marker;
    • to calculate a pair of planes, each of the pair having a preset acute angle to the identified plane and defining a first acute-angled wedge region and a second acute-angled wedge region to the identified plane; and
    • when the display moves so that the point of view crosses the first acute-angled wedge region and the second acute-angled wedge region, or begins within the first acute-angled wedge region and crosses the second acute-angled wedge region, while the camera remains at the vertical height, to render to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from the point of view of a region opposite the identified side.


Typically the preset acute angle is less than or equal to 10°.


In a further alternative embodiment the camera is located at a vertical height above the marker, and the processor is configured:

    • to ascertain the vertical height in response to the acquired input image of the marker; and
    • when the display moves so that the vertical height changes, to render unchanged to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon.


There is further provided, according to an embodiment of the present invention, an imaging system, consisting of:

    • a first head-mounted display configured to be worn by a first operator of the system;
    • a second head-mounted display configured to be worn by a second operator of the system;
    • a marker configured to be attached to a human subject and defining a plane when attached to the human subject, the marker having optically reflective elements disposed on the marker and on opposing sides of the plane in a non-symmetrical arrangement with respect to the plane;
    • a memory configured to store a graphical representation of a tool used in a procedure performed by the first operator on the human subject, and an image of anatomy of the human subject;
    • a first camera attached to the first display and configured to acquire a first input image of the marker and of the tool;
    • a second camera attached to the second display and configured to acquire a second input image of the marker and of the tool; and
    • a processor configured to:
    • analyze the first input image so as to identify the plane and to identify a first side of the plane wherein the first camera is located, and to render to the first display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a first point of view in the identified first side of the plane, and
    • analyze the second input image so as to identify the plane and to identify a second side of the plane wherein the second camera is located, and to render to the second display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a second point of view in the identified second side of the plane.


There is further provided, according to an embodiment of the present invention, a method, consisting of:

    • providing a head-mounted display configured to be worn by an operator of an imaging system;
    • attaching a marker to a human subject, the marker defining a plane when attached, the marker having optically reflective elements disposed on the marker and on opposing sides of the plane in a non-symmetrical arrangement with respect to the plane;
    • storing in a memory a graphical representation of a tool used in a procedure performed by the operator on the human subject, and storing an image of anatomy of the human subject in the memory;
    • attaching a camera to the display;
    • acquiring an input image of the marker and of the tool with the camera; and
    • analyzing the input image so as to identify the plane and to identify a side of the plane wherein the camera is located, and to render to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a point of view in the identified side of the plane.


The present disclosure will be more fully understood from the following detailed description of the embodiments thereof, taken together with the drawings. A brief description of the drawings follows.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a schematic illustration of an initial preparatory stage of a medical procedure, according to an embodiment of the present invention;



FIGS. 2, 3, and 4 are schematic depictions of entities used in the initial stage, according to an embodiment of the present invention;



FIG. 5 is a flowchart of steps performed to register a patient marker with the anatomy of a patient during the initial preparatory stage;



FIG. 6 is a schematic illustration of a subsequent stage of the procedure, according to an embodiment of the present invention;



FIG. 7 is a flowchart of steps performed during the subsequent stage, according to an embodiment of the present invention;



FIG. 8 shows schematic figures illustrating images generated in the subsequent stage, according to an embodiment of the present invention;



FIG. 9 is a schematic top-down view of a surface of a marker used in the procedure; and



FIG. 10 is a schematic illustration of the subsequent stage of the procedure when there are two operators for the procedure, according to an embodiment of the present invention.





DETAILED DESCRIPTION OF EMBODIMENTS

Overview


A head-mounted display, for a medical procedure that implements an imaging system, such as an augmented reality system, in the display, typically needs to access stored computerized tomography (CT) files of the anatomy of a human subject. The display is worn by an operator of the system, and the accessed files are presented to the operator as scanned planes of the subject in the display. However, for the presentation to be correctly oriented, it is necessary to know the position of the operator with respect to the subject.


Embodiments of the present invention provide an imaging system that determines the operator position automatically, and so displays an image of the patient anatomy, and of a tool used in the procedure, automatically.


In addition to a head-mounted display (HMD) that is worn by an operator of the system, the system comprises a marker that is attached to the human subject. The marker defines a plane of asymmetry when attached to the human subject, since the marker has optically reflective elements disposed on the marker and on opposing sides of the plane in a non-symmetrical arrangement with respect to the plane. The plane of asymmetry is typically approximately parallel to one of the main anatomical planes of the human subject.


In the imaging system a memory stores a graphical representation of a tool used in the procedure performed by the operator, and the memory also stores an image of the anatomy of the human subject. A camera is attached to the HMD, and acquires an input image of the marker and of the tool. A processor analyzes the input image so as to identify the plane and to identify a side of the plane wherein the camera is located. The processor then renders to the display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon from a point of view in the identified side of the plane.


DETAILED DESCRIPTION

In the following, all directional references (e.g., upper, lower, upward, downward, left, right, top, bottom, above, below, vertical, and horizontal) are only used for identification purposes to aid the reader's understanding of the present invention, and do not create limitations, particularly as to the position, orientation, or use of embodiments of the invention.


In the description, like elements in the drawings are identified by like numerals, and like elements are differentiated as necessary by appending a letter to the identifying numeral.


Reference is now made to FIGS. 1, 2, 3, and 4, which are diagrams according to an embodiment of the present invention. FIG. 1 is a schematic illustration of an initial preparatory stage of a medical procedure using an imaging system 20, and FIGS. 2, 3, and 4 are schematic depictions of entities used in the initial stage. The medical procedure exemplified here is performed on the back of a human subject 22, herein also termed patient 22, and during the initial stage of the procedure an operator 26 of system 20, also herein termed medical professional 26 makes an incision 24 into the patient's back. The professional inserts a spinous process clamp 30 into the incision, so that opposing jaws of the clamp are located on opposite sides of the spinous processes. The professional then slides the clamp over the vertebral laminas, and adjusts the clamp to grip one or more spinous processes, selected by the professional, of the patient. Clamp 30 is described below with reference to FIG. 4, and a clamp such as clamp 30 is described in more detail in U.S. Patent Application 2019/0175228 which is incorporated herein by reference.


Clamp 30 acts as a support for a patient marker 38, which is attached rigidly to the clamp. During substantially all of the procedure, i.e., during the initial, as well as the subsequent stages, patient marker 38 is used as a fiducial for patient 30, since because of its rigid connection to the patient, any movement of the patient is reflected in a corresponding motion of the patient marker. In order to operate as such a fiducial, in embodiments of the present invention, in the initial stage of the procedure marker 38 is registered with the anatomy of patient 30, herein assumed to comprise the skeleton of the patient, as is described herein.


During the procedure medical professional 26 wears a head-mounted display (HMD) 64 which is configured to present stored images, that are aligned with patient 22, to professional 26. HMD 64 is described further below.


As is also described below, in serving as a fiducial, marker 38 performs two functions: a first function wherein the marker is used to maintain registration between frames of reference of the head-mounted display and the patient's anatomy, and a second function wherein the marker is used to ascertain where the medical professional is located with respect to the patient. Thus, for the second function, the marker provides a location of the medical professional as being on a left side or a right side of the patient, or on an upper side or a lower side of the patient.


An augmented reality head-mounted display such as HMD 64 is described in more detail in U.S. Patent Application 2017/0178375 which is incorporated herein by reference.


During the initial stage of the procedure, a registration marker 40 is placed on the patient's back, and is used to implement the registration of patient marker 38 with the anatomy of patient 30. In contrast to patient marker 38, registration marker 40 is typically only used during the initial stage of the procedure, i.e., for the registration of the patient marker 38, and once the registration has been performed, for the subsequent procedure stages the registration marker may be removed from the patient's back. As will be apparent from the following description, only registration marker 40 is subject to fluoroscopy, and patient marker 38 is not subject to fluoroscopy.


Also during the initial stage of the procedure, a camera 42, fixedly attached to head-mounted display 64, is used to image the registration marker and the patient marker. Camera 42 typically operates in the visible and/or near-visible spectrum, i.e., at wavelengths of approximately 300 nm-900 nm.


A processing system 28 is coupled, by cables and/or wirelessly, to camera 42. System 28 comprises a computer processor 32, a memory 33 comprising stored images 35 that include images 304, 308, and 324, described below, a screen 34, and an input device 36 such as a pointing device. The system is configured to analyze the images acquired by the camera, as is described further below. Other functions of system 28 are also described below.


In order to operate, HMD 64 is coupled to processor 32 of system 28, or alternatively HMD 64 has its own dedicated processor which performs similar functions to those performed by processor 32. When HMD 64 is operative it presents stored images, that are aligned with patient 22, to professional 26.



FIGS. 2 and 3 are respectively schematic perspective and cross-sectional views of registration marker 40, which is assumed to define a registration marker frame of reference 50, herein assumed to comprise an orthogonal set of xyz axes. Marker 40 is formed from a solid substrate 44, which is opaque to light in the visible and near-visible spectrum, and which is transparent to fluoroscopic radiation. Substrate 44 is typically formed from a hard plastic, such as polycarbonate, but any other solid material which is opaque to light and transparent to fluoroscopic radiation may be used in embodiments of the present invention.


In the illustrated embodiment of marker 40, substrate 44 is formed as a rectangular parallelepiped 46, upon which is mounted a pillar 48.


A plurality of optically reflective, but radiotransparent, discrete elements 54 are disposed on substrate 44. Elements 54 are hereinbelow, by way of example, assumed to comprise discs, and are also referred to herein as discs 54. It is understood that said optically reflective and radiotransparent elements may be of different shapes and/or sizes.


Some of the plurality of discs 54 are fixedly attached, typically by cementing, to a two-dimensional (2D) surface 52 of parallelepiped 46. These discs 54 are formed in a generally rectangular 2D pattern on surface 52. In addition, an optically reflective disc 54 is also cemented onto pillar 48, so that there is in totality a three-dimensional (3D) array of discs 54 disposed on the substrate. The 3D array of discs 54 are distributed on 2D surface 52, and on pillar 48, so that when marker 40 is illuminated and imaged by camera 50 the discs are easily distinguished from substrate 44. Furthermore, as explained in more detail below, the arrangement of discs 54 are configured to enable processor 32 to unambiguously determine the orientation and position of frame of reference 50 from the marker image.


The distributed discs 54 are herein assumed to comprise an optical component 56 of marker 40 that forms an optical pattern 58 for the marker. In a particular aspect of the invention optical pattern 58, comprising the distribution of discs 54, is implemented so that the pattern has no axis of symmetry and no plane of symmetry. The absence of both an axis and a plane of symmetry in the pattern ensures that the unambiguous determination of the orientation and position of the frame of reference of marker 40 is possible from the marker image for multiple different orientations and positions of the marker, the positions being typically within a region approximately 20 cm from the patient marker.


The description above of optical pattern 58 assumes that discs 54 are configured in three dimensions. However, as long as the pattern has no axis of symmetry and no plane of symmetry, the discs forming the pattern may be arranged in only two dimensions, for example, absent the disc on pillar 48. Thus, pattern 58 may be formed in at least two dimensions, i.e., in the case of discs 54, as a two-dimensional array of the discs or as a three-dimensional array of the discs.


It will be understood that the requirement for discs 54 to be arranged to form a pattern having an absence of both an axis and a plane of symmetry may be achieved using discs of substantially the same size and shape, wherein locations of the discs are selected so that the locations are arranged to have the absence of both an axis and a plane of symmetry. The described pattern is hereinbelow referred to as a unique optical pattern.


Alternatively, the unique optical pattern may be achieved using discs of different sizes and/or shapes. In this case, the locations of the discs may also satisfy the requirement, but this is not a necessity.


A multiplicity of radiopaque elements 60 are disposed in substrate 44 by being embedded in a distribution within parallelepiped 46. The distribution of elements 60 is arranged in a two dimensional radiopaque pattern 62 such that, as for the pattern of discs 54, the radiopaque pattern has no axis of symmetry and no plane of symmetry. Because substrate 44 is radiotransparent, and because of the absence of both an axis and a plane of symmetry in radiopaque pattern 62, a fluoroscopic, typically computerized tomography (CT), scan of the radiopaque elements of marker 40 enables the orientation and position of frame of reference 50 to be unambiguously determined by processor 32 from the fluoroscopic scan. In one embodiment elements 60 comprise spheres which are distributed in a 2D generally rectangular 2D pattern that is substantially the same as the rectangular pattern of discs 54 on surface 52.


The description above of elements 60 assumes that they are arranged in a radiopaque pattern of two dimensions. However, as long as the pattern has no axis of symmetry and no plane of symmetry, the elements forming the pattern may also be arranged in three dimensions, for example, by incorporation of a radiopaque element 60A, substantially similar to elements 60, in pillar 48. Thus, pattern 62 may also be formed in at least two dimensions, i.e., in the case of elements 60 and 60A, as a two-dimensional array of elements 60 or as a three-dimensional array of elements 60 and 60A.


As for discs 54, it will be understood that the requirement for elements 60 to be arranged to form a pattern having an absence of both an axis and a plane of symmetry may be achieved using elements of substantially the same size and shape, wherein locations of the elements are selected so that the locations are arranged to have the absence of both an axis and a plane of symmetry. The described pattern is hereinbelow referred to as a unique radiopaque pattern.


Alternatively, the unique radiopaque pattern may be achieved using elements of different sizes and/or shapes. In this case, the locations of the elements may also satisfy the requirement, but this is not a necessity.


The X-ray wavelengths of the CT scan are assumed to be in a range of 0.01-10 nm.


The above description of marker 40 assumes that discs 54 and elements 60 have different functionalities—the discs being optically reflective and radiotransparent, and the elements being radiopaque. In an alternative embodiment of marker 40 at least some of discs 54 are configured to have dual functionality by being optically reflective and radiopaque. As for the embodiment described above, in the alternative embodiment discs 54 are configured and distributed on substrate 44 so that an optical image of marker provides an unambiguous determination of the orientation and position of frame of reference 50, and a fluoroscopic scan of the marker also provides an unambiguous determination of the orientation and position of the frame of reference.


The physical construction of the illustrated embodiment of marker 40, as a pillar attached to a rectangular parallelepiped, comprising an array of discs 54 and an array of elements 60, is but one example of possible physical constructions of the marker that enables an unambiguous determination of the marker's position and orientation from a camera image and from a fluoroscopic scan. In a disclosed embodiment, rather than marker 40 comprising pillar 48 mounted on substrate 44, an indentation (in place of the pillar) is formed within the substrate, and a disc 54 is located on a surface of the indentation.


Other suitable constructions for marker 40 are also considered to be within the scope of the present invention.


For example, the substrate of marker 40, rather than being formed from a parallelepiped with a pillar or an indentation, may be formed as substantially any conveniently shaped solid object that is opaque to light in the visible and near-visible spectrum and which is transparent to fluoroscopic radiation.


In addition, rather than the optical component of marker being comprised of a plurality of discs 54 arranged in a particular pattern, the component may comprise any array or pattern of optical elements that is attached to the substrate, that is diffusely and/or specularly reflective, and that is configured to have the absence of axes and planes of symmetry described above, so that when imaged in visible or near-visible light an unambiguous determination of the marker's position and orientation may be made.


Referring to FIG. 4, patient marker 38 is assumed to define a patient marker frame of reference 100, assumed to comprise an orthogonal set of xyz axes. In the embodiment illustrated in FIG. 4 marker 38 comprises a rectangular parallelepiped substrate 102 to which is attached a tongue 104 used to fixedly connect the substrate to clamp 30. A center 103 of an upper surface of substrate 102 acts as an origin of the xyz axes.


The connection to clamp 30 is by a removable screw 112, and the patient marker connects in a predetermined fixed spatial relationship to the clamp using holes 114 which align with studs 116 of the clamp. Substrate 102 comprises a solid opaque material, and may be formed from any convenient material such as polyimide plastic.


A plurality of optically reflective discs 106, generally similar to discs 54, are attached, typically by cementing, to an upper 2D surface 110 of substrate 102. Discs 106, also referred to herein as reflectors 106, are formed in a generally rectangular 2D pattern on surface 110. Discs 106 are distributed so that when illuminated and imaged by camera 42 they are easily distinguished from substrate 102.


In addition, discs 106 are distributed with respect to an xz plane 120 and a yz plane 122 through origin 103. xz plane 120 and yz plane 122 are planes of asymmetry. Thus, discs 106 are arranged non-symmetrically with respect to xz plane 120, so that the distribution of the discs on one side of plane 120 do not mirror (through the plane) the discs on the opposing side of the plane. In addition, discs 106 are arranged non-symmetrically with respect to yz plane 122, so that the distribution of the discs on one side of plane 122 do not mirror the discs on the opposing side of the plane.


In FIG. 4 discs 106 are shown as being distributed on sides of a rectangle, however, it will be understood that this is but one example for the positioning of the discs on surface 110. Other distributions of discs 106, providing that they define planes of asymmetry as described above, are also assumed to be comprised within the scope of the present invention.


Furthermore, it will be appreciated that the physical construction of patient marker 38 described above is by way of example. Thus, embodiments of the present invention comprise any patient marker formed of any conveniently shaped solid opaque substrate to which is attached an optical pattern, the pattern defining planes of asymmetry as described above.



FIG. 5 is a flowchart of steps performed to register patient marker 38 with the anatomy of patient 22 during the initial preparatory stage of a medical procedure illustrated in FIG. 1, according to an embodiment of the present invention. While the following description assumes, for simplicity, a CT scan, other types of fluoroscopic imaging are also considered to be within the scope of the present invention.


In an initial step 150, medical professional 26 makes an incision in the back of patient 22, inserts spinous clamp 30 into the patient, and then clamps the clamp to one or more of the processes of the patient.


In a patient marker step 152, the medical professional attaches patient marker 38 to spinous clamp 30, ensuring that the marker is rigidly attached to the clamp. Marker 38 is attached to clamp 30 so that surface 110, corresponding to the xy plane of the xyz axes, is approximately parallel to a frontal plane of patient 22, xz plane of asymmetry 120 is approximately parallel to a sagittal plane of the patient, and so that yz plane of asymmetry 122 is approximately parallel to an axial plane of the patient. As used herein, the term “approximately parallel” as applied to two planes indicates that the planes subtend an angle within a range of ±20° to each other.


In a registration marker step 154, the professional places registration marker 40 on the skin of the back of the patient, typically as close to the patient's spine as is convenient.


In a camera step 156, professional 26 adjusts his/her position so that camera 42, attached to head-mounted display 64 images the registration marker and the patient marker. Professional 26 adjusts their position so that the images formed by camera 42 of the registration marker and of the patient marker are clear images, i.e., that neither marker occludes the other. Typically processor 32 of processing system 28 is configured to verify the acceptability of the two marker images, and if necessary the professional may use and communicate with system 28 to adjust, in an iterative manner, their position and/or that of the registration marker until system 28 provides an indication to the professional that acceptable images are being generated.


Once acceptable images are being generated, a camera image of the two markers is acquired, and is provided to processing system 28.


In a fluoroscopic scan step 158, a CT scan of patient 22, in the vicinity of marker 40 is performed, and processing system 28 acquires the scan. The scan may be performed by inserting patient 22 into a CT scanning system so that marker is scanned. The insertion may be implemented by bringing the CT scanning system to patient 22, or by transporting the patient to the system. In either case, marker 40 remains in the marker's position of step 156.


In a scan analysis step 160, processor 32 analysis the CT scan acquired in step 158, the scan comprising an image of radiopaque elements 60 and of the anatomy of patient 22. From the acquired image, processor 32 calculates the position and orientation of registration marker frame of reference 50, and registers the frame of reference with the anatomy of the patient. The registration typically comprises a set of vectors P between selected points on registration marker 40 and selected vertebrae of patient 22. In one embodiment, the registration comprises using a 4×4 homogenous transformation, comprising a 3×3 rotation and a 1×3 translation, that transforms a point in the space of patient 22 to a point in registration marker frame of reference 50.


In a camera image analysis step 162, processor 32 analyzes the camera image of patient marker 38 and registration marker 40 acquired in step 156. From the acquired image, processor 32 calculates the position and orientation of registration marker frame of reference 50, and the position and orientation of patient marker frame of reference 100. Once the processor has calculated the positions and orientations of the two frames of reference, it formulates a registration of the two frames of reference as a set of vectors Q describing the transformation of the registration marker frame of reference to the patient marker frame of reference.


In a concluding analysis step 164, the processor adds the two sets of vectors found in steps 160 and 162 to formulate a registration set of vectors R between the patient marker frame of reference 36 and the patient anatomy, as shown in equation (1):

R=P+Q  (1)



FIG. 6 illustrates a subsequent stage of the medical procedure, FIG. 7 is a flowchart of steps performed during the subsequent stage, and FIG. 8 shows schematic figures illustrating images generated in the subsequent stage, according to an embodiment of the present invention. In the subsequent stage registration marker 40 has been removed from the back of patient 22, and medical professional 26 operates on the patient using a surgical tool 190. The tool is tracked by the HMD processor, by having identifying reflectors 194, generally similar to reflectors 106, attached to the tool.


In an initial step 200 of the flowchart of FIG. 7, the HMD projects visible or invisible light to patient marker 38 and tool 190. Camera 42 acquires images of reflectors 106 of the marker, of reflectors 194 of tool 190 and of patient 22 and tool 190.


The flowchart then branches into two paths, a first path 202 and a second path 204. Processor 32 implements steps of both paths substantially simultaneously.


In first path 202, in a three-dimensional (3D) image retrieval step 210, processor 32 retrieves a 3D stored patient anatomy image of patient 22, typically comprising a CT image of the patient, from stored images 35. The processor also retrieves a stored virtual image, also herein termed a stored representation, of tool 190 from the stored images.


In a 3D image presentation step 214, the processor presents aligned 3D images of the patient anatomy and of the virtual tool image in the head mounted display.


The position of the virtual tool image is determined from reflectors 194. In order to ensure that the anatomy image and the virtual tool image, projected by the display, align with the anatomy of patient 22 and with the actual tool image, the processor determines the position and orientation of frame of reference 100 of the patient marker from the acquired images of reflectors 106. The processor applies the registration set of vectors R, found in step 164 of the flowchart of FIG. 5, to the position and orientation of the marker frame of reference, so as to effect the alignment.


In second path 204, in a plane identification step 220, processor 32 analyzes the images of reflectors 106 acquired by camera 42 to identify the position and orientation of xz plane of asymmetry 120 and yz plane of asymmetry 122. From the images the processor also calculates and stores the height of camera 42 above the xy plane.


From the identified positions and orientations of the planes the processor determines on which side of the planes camera 42 resides. Each plane has two sides, and it will be understood that the two planes divide the volume around marker 38 into four regions, the camera residing in one of four regions.


In a tool reflector step 224 the processor analyzes the images of reflectors 194 to find the position and orientation of tool 190.


In an image retrieval step 228 the processor retrieves a stored virtual image of the tool. The processor also retrieves, from the stored 2D images, images of the patient anatomy at the tool position, and parallel to the axial and sagittal planes of the patient.


In an image presentation step 232, the processor uses the retrieved images to generate a combined image of the patient anatomy with a representation of the tool superimposed on the patient anatomy, from a point of view of the camera, i.e., from a point of view in the plane sides identified in step 220.


The processor presents the combined image in HMD 64 for viewing by professional 26.


By presenting images in HMD 64 according to the point of view of camera 42, embodiments of the present invention present correctly oriented images to operator 26, who is wearing the HMD. It will also be understood that the correct orientation is determined according to the position of the operator 26 with respect to the patient, i.e., whether the operator is to the left or right of the patient, and whether the operator is on a lower or upper side of the patient.



FIG. 8 shows schematic illustrations of images generated in step 232, according to an embodiment of the present invention.


A diagram 300 illustrates an image 304A of tool 190 superimposed on an image 308A of the patient anatomy, from a point of view in a left side of a sagittal plane of patient 22, and a diagram 312 illustrates an image 304B of tool 190 superimposed on an image 308B of the patient anatomy, from a point of view in a right side of the patient sagittal plane. The two diagrams are mirror images of each other, and use a stored image 304 of tool 190. The two diagrams also use a stored image 308 of the patient anatomy that is parallel to the patient sagittal plane at an identified position of tool 190.


A diagram 320 illustrates an image 304C of tool 190 superimposed on an image 324A of the patient anatomy, from a point of view in a lower side of an axial plane of patient 22, and a diagram 330 illustrates an image 304D of tool 190 superimposed on an image 324B of the patient anatomy, from a point of view in an upper side of the patient axial plane. As for diagrams 300, 312, the two diagrams 320, 330 are mirror images of each other, and use stored image 304 of tool 190. Diagrams 320, 330 use a stored image 324 of the patient anatomy that is parallel to the patient axial plane at the identified position of tool 190.


Returning to the flowchart of FIG. 7, it will be appreciated that professional 26 may select which images, referred to in steps 214 and 232, are rendered for viewing in the head-mounted display. Thus the professional may view either the 3D images of step 214, or the 2D images of step 232, or both images simultaneously.



FIG. 9 is a schematic top-down view of surface 110 of marker 38, showing the x, y, and z axes of the marker, as well as xz plane 120 and yz plane 122.


As operator 26 moves from one side of xz plane 120 to the other side, then following on from step 232 of the flowchart of FIG. 7 together with the diagrams of FIG. 8, the images presented to the operator are mirror images of each other. The mirroring is also true when the operator moves from one side of yz plane 122 to the other side.


A disclosed embodiment of the present invention places a limitation on the mirroring described above when moving from one side of a plane to another, in order to reduce jitter in the presented images when the operator is close to the plane. In order to reduce jitter, the processor constructs transition regions around xz plane 120 and other transition regions around yz plane 122. The following description is for the transition region around xz plane 120 and to the right of yz plane 122.


Processor 32 constructs a first plane 402 containing and terminating at the z axis, and at an angle +θ from xz plane 120, and a second plane 404 containing and terminating at the z axis, and at −θ from xz plane 120. In one embodiment θ≤10°. The two planes form respective wedge-shaped regions 412, 414 with xz plane 120, and these two wedge-shaped regions comprise the transition region around xz plane 120 and to the right of yz plane 122.


If the movement across xz plane 120 includes both wedge-shaped regions being crossed, by the HMD and the attached camera of the operator, or begins from within one of the wedge-shaped regions and crosses the other one, then the mirroring as described above is implemented.


However, if the movement across the xz plane does not comply with the movements above, e.g., the movement only crosses one wedge-shaped region and stops in the other region, or only moves between wedge-shaped regions, then no mirroring is implemented.


For a transition region around xz plane 120 and to the left of yz plane 122, the processor constructs two planes making angles ±0 with the xz plane, generally similar to planes 402 and 404, so as to form two more wedge-shaped regions terminating at the z axis and to the left of the yz plane.


The processor constructs the same type of transition regions for yz plane 122. Thus, for a transition region around yz plane 122 and above xz plane 120, the processor constructs two planes making angles ±0 with the yz plane, generally similar to planes 402 and 404, so as to form two wedge-shaped regions terminating at the z axis and above the xz plane.


Similarly, for a transition region around yz plane 122 and below the xz plane, the processor constructs two planes making angles A with the yz plane, generally similar to planes 402 and 404, so as to form two wedge-shaped regions terminating at the z axis and below the xz plane.


There are thus a total of four transition regions distributed symmetrically about the z-axis, each transition region comprising two wedge-shaped regions.


As for the movement for the illustrated transition region, if movement across either of planes 120 or 122 includes both wedge-shaped regions being crossed, by the HMD and the attached camera of the operator, or begins from within one of the wedge-shaped regions and crosses the other one, then the mirroring is implemented.


However, if the movement across either of the planes does not comply with the movements above, then no mirroring is implemented, i.e., mirroring is precluded.


Another disclosed embodiment of the present invention places another limitation on the mirroring described above. In this embodiment, when the operator moves to look over patient 22, mirroring is also precluded. To preclude mirroring for this embodiment, the processor checks if the camera height, measured in step 220 of the flowchart of FIG. 7 has changed, as is the case if operator 26 moves her/his head to look over patient 22. I.e., if the camera height changes, no mirroring is implemented regardless of whether the xz plane or the yz plane have been crossed.



FIG. 10 is a schematic illustration of the subsequent stage of the procedure, when two operators use an imaging system 320, according to an embodiment of the present invention. Apart from the differences described below, the operation of system 320 is generally similar to that of system (FIGS. 1-9), and elements indicated by the same reference numerals in both systems 20 and 320 are generally similar in construction and in function.


In contrast to system 20, system 320 is used by operator 26 and a second operator 326. Second operator 326 wears an HMD 364, and a camera 342 is fixedly attached to the HMD. HMD 364 and camera 342 are respectively substantially similar in construction and function to HMD 64 and camera 42. However, camera 342 is typically not used to perform the registration described in the flowchart of FIG. 5, since this is provided by camera 42.


Images generated in HMD 364 are substantially as described in the flowchart of FIG. 7. Thus, images presented in HMD 364 are oriented according to the point of view of camera 342, i.e., according to whether operator 326 is to the left or right of patient 22, and according to whether the operator is on the lower or upper side of the patient.


It will be understood that by presenting images in a head-mounted display according to the point of view of the camera attached to the display, embodiments of the present invention present correctly oriented images to a wearer of the head-mounted display. It will also be understood that the correct orientation is determined according to the position of the wearer of the HMD with respect to the patient, i.e., whether the wearer is to the left or right of the patient, and whether the wearer is on a lower or upper side of the patient.


It will be further understood that for cases where there is more than one HMD, each being worn by a respective wearer, embodiments of the present invention operate simultaneously and independently to present correctly oriented images to each wearer, according to the position of the respective wearer with respect to the patient. A wearer on the right side of the patient and a wearer on the left side of the patient are presented with mirror images based on anatomy images parallel to the patient sagittal plane; similarly a wearer on the lower side of the patient and a wearer on the upper side of the patient are presented with mirror images based on anatomy images parallel to the patient axial plane.


It will thus be appreciated that the embodiments described above are cited by way of example, and that the present invention is not limited to what has been particularly shown and described hereinabove. Rather, the scope of the present invention includes both combinations and subcombinations of the various features described hereinabove, as well as variations and modifications thereof which would occur to persons skilled in the art upon reading the foregoing description and which are not disclosed in the prior art.

Claims
  • 1. A computer-implemented method, comprising: acquiring an image by a camera attached to a head-mounted display worn by an operator that is performing a procedure on a human subject, the image including a patient marker that defines a plane of asymmetry, the plane of asymmetry having a first side and a second side, the patient marker being attached to the human subject such that the plane of asymmetry makes an angle between +20° and −20° with one of a sagittal plane or an axial plane of the human subject,wherein the image further includes at least a portion of a tool being used by the operator in performing the procedure on the human subject;analyzing the image, by one or more processors, so as to identify: whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry; anda position and orientation of the tool;accessing in a memory a graphical representation of the tool and an image of anatomy of the human subject;rendering to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon based on the identified position and orientation of the tool, the rendered image being depicted from a point of view based on the identified side on which the camera resides;acquiring an additional image by the camera, the additional image including the patient marker and at least a portion of the tool;analyzing the additional image, by the one or more processors, so as to identify that the camera has moved from the identified side of the plane of asymmetry and now resides on the other side of the plane of asymmetry; andrendering to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon, from a point of view based on the identified other side on which the camera resides.
  • 2. The computer-implemented method of claim 1, wherein the at least a portion of the tool included in the image acquired by the camera includes reflectors; and wherein the analyzing the image so as to identify the position and orientation of the tool comprises identifying the reflectors.
  • 3. The computer-implemented method of claim 1, wherein the analyzing the image so as to identify whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry comprises identifying optically reflective elements that are disposed on the patient marker so as to define the plane of asymmetry.
  • 4. The computer-implemented method of claim 3, wherein the optically reflective elements are disposed on opposing sides of the plane of asymmetry in a non-symmetrical arrangement with respect to the plane of asymmetry.
  • 5. The computer-implemented method of claim 1, wherein the plane of asymmetry is a first plane of asymmetry, and the patient marker defines a second plane of asymmetry that makes an angle between +20° and −20° with the other of the sagittal plane or the axial plane of the human subject.
  • 6. The computer-implemented method of claim 5, wherein the first plane of asymmetry and the second plane of asymmetry divide a volume around the patient marker into four regions, and wherein the rendered image is depicted from a point of view based on one of the four regions in which the camera resides.
  • 7. The computer-implemented method of claim 1, wherein the image of the anatomy of the human subject is a two-dimensional image.
  • 8. The computer-implemented method of claim 1, wherein the analyzing the image further comprises ascertaining a vertical height at which the camera is located above the patient marker.
  • 9. The computer-implemented method of claim 8, further comprising: acquiring another additional image by the camera, the another additional image including the patient marker and at least a portion of the tool;analyzing the another additional image, by the one or more processors, so as to identify: that the camera has moved from the identified side of the plane of asymmetry and now resides on the other side of the plane of asymmetry; andthat the vertical height at which the camera is located above the patient marker has changed; andrendering to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon, from the point of view based on the identified side of the plane of asymmetry instead of from a point of view based on the other side on which the camera resides.
  • 10. An imaging system comprising: a head-mounted display configured to be worn by an operator while performing a procedure on a human subject;a camera attached to the head-mounted display and configured to acquire an image, the image including a patient marker that defines a plane of asymmetry, the plane of asymmetry having a first side and a second side, the patient marker being attached to the human subject such that the plane of asymmetry makes an angle between +20° and −20° with one of a sagittal plane or an axial plane of the human subject, the image further including at least a portion of a tool being used by the operator in performing the procedure on the human subject;a memory configured to store a graphical representation of the tool and an image of anatomy of the human subject; andone or more processors configured to: analyze the image so as to identify: whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry; anda position and orientation of the tool;render to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon based on the identified position and orientation of the tool, the rendered image being depicted from a point of view based on the identified side on which the camera resides;analyze an additional image acquired by the camera, the additional image including the patient marker and at least a portion of the tool, so as to identify that the camera has moved from the identified side of the plane of asymmetry and now resides on the other side of the plane of asymmetry; andrender to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon, from a point of view based on the identified other side on which the camera resides.
  • 11. The imaging system of claim 10, wherein the at least a portion of the tool included in the image acquired by the camera includes reflectors; and wherein the one or more processors being configured to analyze the image so as to identify the position and orientation of the tool comprises identifying the reflectors.
  • 12. The imaging system of claim 10, wherein the one or more processors being configured to analyze the image so as to identify whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry comprises identifying optically reflective elements that are disposed on the patient marker so as to define the plane of asymmetry.
  • 13. The imaging system of claim 12, wherein the optically reflective elements are disposed on opposing sides of the plane of asymmetry in a non-symmetrical arrangement with respect to the plane of asymmetry.
  • 14. The imaging system of claim 10, wherein the plane of asymmetry is a first plane of asymmetry, and the patient marker defines a second plane of asymmetry that makes an angle between +20° and −20° with the other of the sagittal plane or the axial plane of the human subject.
  • 15. The imaging system of claim 14, wherein the first plane of asymmetry and the second plane of asymmetry divide a volume around the patient marker into four regions, and wherein the rendered image is depicted from a point of view based on one of the four regions in which the camera resides.
  • 16. The imaging system of claim 10, wherein the image of the anatomy of the human subject is a two-dimensional image.
  • 17. The imaging system of claim 10, wherein the one or more processors are further configured to analyze the image to ascertain a vertical height at which the camera is located above the patient marker.
  • 18. The imaging system of claim 17, wherein the one or more processors are further configured to: analyze another additional image acquired by the camera, the another additional image including the patient marker and at least a portion of the tool, so as to identify: that the camera has moved from the identified side of the plane of asymmetry and now resides on the other side of the plane of asymmetry; andthat the vertical height at which the camera is located above the patient marker has changed; andrender to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon, from the point of view based on the identified side of the plane of asymmetry instead of from a point of view based on the other side on which the camera resides.
  • 19. A computer-implemented method comprising: acquiring an image by a camera attached to a head-mounted display worn by an operator that is performing a procedure on a human subject, the image including a patient marker that defines a plane of asymmetry, the plane of asymmetry having a first side and a second side, the patient marker being attached to the human subject such that the plane of asymmetry makes an angle between +20° and −20° with one of a sagittal plane or an axial plane of the human subject,wherein the image further includes at least a portion of a tool being used by the operator in performing the procedure on the human subject;analyzing the image, by one or more processors, so as to identify: whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry; anda position and orientation of the tool;accessing in a memory a graphical representation of the tool and an image of anatomy of the human subject; andrendering to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon based on the identified position and orientation of the tool, the rendered image being depicted from a point of view based on the identified side on which the camera resides,wherein the plane of asymmetry is a first plane of asymmetry, and the patient marker defines a second plane of asymmetry that makes an angle between +20° and −20° with the other of the sagittal plane or the axial plane of the human subject, andwherein the first plane of asymmetry and the second plane of asymmetry divide a volume around the patient marker into four regions, and wherein the rendered image is depicted from a point of view based on one of the four regions in which the camera resides.
  • 20. The computer-implemented method of claim 19, wherein the analyzing the image so as to identify whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry comprises identifying optically reflective elements that are disposed on the patient marker so as to define the plane of asymmetry, wherein the optically reflective elements are disposed on opposing sides of the plane of asymmetry in a non-symmetrical arrangement with respect to the plane of asymmetry.
  • 21. An imaging system comprising: a head-mounted display configured to be worn by an operator while performing a procedure on a human subject;a camera attached to the head-mounted display and configured to acquire an image, the image including a patient marker that defines a plane of asymmetry, the plane of asymmetry having a first side and a second side, the patient marker being attached to the human subject such that the plane of asymmetry makes an angle between +20° and −20° with one of a sagittal plane or an axial plane of the human subject, the image further including at least a portion of a tool being used by the operator in performing the procedure on the human subject;a memory configured to store a graphical representation of the tool and an image of anatomy of the human subject; andone or more processors configured to: analyze the image so as to identify: whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry; anda position and orientation of the tool; andrender to the head-mounted display the image of the anatomy of the human subject with the graphical representation of the tool superimposed thereon based on the identified position and orientation of the tool, the rendered image being depicted from a point of view based on the identified side on which the camera resides,wherein the plane of asymmetry is a first plane of asymmetry, and the patient marker defines a second plane of asymmetry that makes an angle between +20° and −20° with the other of the sagittal plane or the axial plane of the human subject, andwherein the first plane of asymmetry and the second plane of asymmetry divide a volume around the patient marker into four regions, and wherein the rendered image is depicted from a point of view based on one of the four regions in which the camera resides.
  • 22. The imaging system of claim 21, the one or more processors being configured to analyze the image so as to identify whether the camera resides on the first side of the plane of asymmetry or on the second side of the plane of asymmetry comprises identifying optically reflective elements that are disposed on the patient marker so as to define the plane of asymmetry, wherein the optically reflective elements are disposed on opposing sides of the plane of asymmetry in a non-symmetrical arrangement with respect to the plane of asymmetry.
CROSS-REFERENCE TO RELATED APPLICATION

This application is a continuation of U.S. patent application Ser. No. 18/352,181, filed Jul. 13, 2023, which is a continuation of U.S. patent application Ser. No. 17/827,710, filed May 29, 2022, which is a continuation of U.S. patent application Ser. No. 16/724,297, filed Dec. 22, 2019 (now U.S. Pat. No. 11,382,712), each of which is incorporated herein by reference in its entirety.

US Referenced Citations (1296)
Number Name Date Kind
3101715 Glassman Aug 1963 A
3690776 Zaporoshan Sep 1972 A
4459358 Berke Jul 1984 A
4711512 Upatnieks Dec 1987 A
4863238 Brewster Sep 1989 A
4944739 Torre Jul 1990 A
5147365 Whitlock et al. Sep 1992 A
5357292 Wiedner Oct 1994 A
5441042 Putman Aug 1995 A
5442146 Bell et al. Aug 1995 A
5510832 Garcia Apr 1996 A
D370309 Stucky May 1996 S
5636255 Ellis Jun 1997 A
5665092 Mangiardi et al. Sep 1997 A
5771121 Hentschke Jun 1998 A
5792046 Dobrovolny Aug 1998 A
5841507 Barnes Nov 1998 A
6006126 Cosman Dec 1999 A
6038467 De Bliek et al. Mar 2000 A
6125164 Murphy et al. Sep 2000 A
6147805 Fergason Nov 2000 A
6227667 Halldorsson et al. May 2001 B1
6256529 Holupka et al. Jul 2001 B1
6285505 Melville et al. Sep 2001 B1
6314310 Ben-Haim et al. Nov 2001 B1
6349001 Spitzer Feb 2002 B1
6444192 Mattrey Sep 2002 B1
6447503 Wynne et al. Sep 2002 B1
6449090 Omar et al. Sep 2002 B1
6456405 Horikoshi et al. Sep 2002 B2
6456868 Saito et al. Sep 2002 B2
6474159 Foxlin et al. Nov 2002 B1
6518939 Kikuchi Feb 2003 B1
6527777 Justin Mar 2003 B2
6529331 Massof et al. Mar 2003 B2
6549645 Oikawa et al. Apr 2003 B1
6578962 Amir et al. Jun 2003 B1
6609022 Vilsmeier et al. Aug 2003 B2
6610009 Person Aug 2003 B2
D480476 Martinson et al. Oct 2003 S
6659611 Amir et al. Dec 2003 B2
6675040 Cosman Jan 2004 B1
6683584 Ronzani et al. Jan 2004 B2
6690964 Bieger et al. Feb 2004 B2
6714810 Grzeszczuk et al. Mar 2004 B2
6737425 Yamamoto et al. May 2004 B1
6740882 Weinberg May 2004 B2
6757068 Foxlin Jun 2004 B2
6759200 Stanton, Jr. Jul 2004 B1
6847336 Lemelson et al. Jan 2005 B1
6856324 Sauer et al. Feb 2005 B2
6856826 Seeley et al. Feb 2005 B2
6891518 Sauer et al. May 2005 B2
6900777 Hebert et al. May 2005 B1
6919867 Sauer Jul 2005 B2
6921167 Nagata Jul 2005 B2
6966668 Cugini et al. Nov 2005 B2
6980849 Sasso Dec 2005 B2
6993374 Sasso Jan 2006 B2
6997552 Hung Feb 2006 B1
6999239 Martins et al. Feb 2006 B1
7000262 Bielefeld Feb 2006 B2
7035371 Boese et al. Apr 2006 B2
7043961 Pandey et al. May 2006 B2
7072435 Metz et al. Jul 2006 B2
7103233 Stearns Sep 2006 B2
7107091 Jutras et al. Sep 2006 B2
7112656 Desnoyers et al. Sep 2006 B2
7141812 Appleby et al. Nov 2006 B2
7157459 Ohta et al. Jan 2007 B2
7169785 Timmer et al. Jan 2007 B2
7171255 Holupka et al. Jan 2007 B2
7176936 Sauer et al. Feb 2007 B2
7187792 Fu et al. Mar 2007 B2
7190331 Genc et al. Mar 2007 B2
7194295 Vilsmeier Mar 2007 B2
7215322 Genc et al. May 2007 B2
7229078 Lechot Jun 2007 B2
7231076 Fu et al. Jun 2007 B2
7235076 Pacheco Jun 2007 B2
7239330 Sauer et al. Jul 2007 B2
7241292 Hooven Jul 2007 B2
7259266 Carter et al. Aug 2007 B2
7260426 Schweikard et al. Aug 2007 B2
7269192 Hayashi Sep 2007 B2
7281826 Huang Oct 2007 B2
7315636 Kuduvalli Jan 2008 B2
7320556 Vagn-Erik Jan 2008 B2
7330578 Wang et al. Feb 2008 B2
7359535 Salla et al. Apr 2008 B2
7364314 Nilsen et al. Apr 2008 B2
7366934 Narayan et al. Apr 2008 B1
7379077 Bani-Hashemi et al. May 2008 B2
7431453 Hogan Oct 2008 B2
7435219 Kim Oct 2008 B2
7450743 Sundar et al. Nov 2008 B2
7458977 McGinley et al. Dec 2008 B2
7462852 Appleby et al. Dec 2008 B2
7493153 Ahmed et al. Feb 2009 B2
7505617 Fu et al. Mar 2009 B2
7507968 Wollenweber et al. Mar 2009 B2
7518136 Appleby et al. Apr 2009 B2
7525735 Sottilare et al. Apr 2009 B2
D592691 Chang May 2009 S
D592692 Chang May 2009 S
D592693 Chang May 2009 S
7536216 Geiger et al. May 2009 B2
7542791 Mire et al. Jun 2009 B2
7556428 Sukovic et al. Jul 2009 B2
7557824 Holliman Jul 2009 B2
7563228 Ma et al. Jul 2009 B2
7567834 Clayton et al. Jul 2009 B2
7570791 Frank et al. Aug 2009 B2
7586686 Hall Sep 2009 B1
D602620 Cristoforo Oct 2009 S
7605826 Sauer Oct 2009 B2
7606613 Simon et al. Oct 2009 B2
7607775 Hermanson et al. Oct 2009 B2
7620223 Xu et al. Nov 2009 B2
7623902 Pacheco Nov 2009 B2
7627085 Boyden et al. Dec 2009 B2
7630753 Simon et al. Dec 2009 B2
7633501 Wood et al. Dec 2009 B2
7645050 Wilt et al. Jan 2010 B2
7653226 Guhring et al. Jan 2010 B2
7657075 Viswanathan Feb 2010 B2
7689019 Boese et al. Mar 2010 B2
7689042 Brunner et al. Mar 2010 B2
7689320 Prisco et al. Mar 2010 B2
7699486 Beiner Apr 2010 B1
7699793 Goette et al. Apr 2010 B2
7719769 Sugihara et al. May 2010 B2
D617825 Chang Jun 2010 S
7734327 Colquhoun Jun 2010 B2
D619285 Cristoforo Jul 2010 S
7751865 Jascob et al. Jul 2010 B2
7758204 Klipstein et al. Jul 2010 B2
7768702 Hirose et al. Aug 2010 B2
7769236 Fiala Aug 2010 B2
7773074 Arenson et al. Aug 2010 B2
7774044 Sauer et al. Aug 2010 B2
7822483 Stone et al. Oct 2010 B2
D628307 Krause-Bonte Nov 2010 S
7826902 Stone et al. Nov 2010 B2
7831073 Fu et al. Nov 2010 B2
7831096 Williamson, Jr. Nov 2010 B2
7835778 Foley et al. Nov 2010 B2
7835784 Mire et al. Nov 2010 B2
7837987 Shi et al. Nov 2010 B2
7840093 Fu et al. Nov 2010 B2
7840253 Tremblay et al. Nov 2010 B2
7840256 Lakin et al. Nov 2010 B2
7853305 Simon et al. Dec 2010 B2
7854705 Pawluczyk et al. Dec 2010 B2
7857271 Lees Dec 2010 B2
7860282 Boese et al. Dec 2010 B2
D630766 Harbin Jan 2011 S
7865269 Prisco et al. Jan 2011 B2
7874686 Rossner et al. Jan 2011 B2
7881770 Melkent et al. Feb 2011 B2
7893413 Appleby et al. Feb 2011 B1
7894649 Fu et al. Feb 2011 B2
7920162 Masini et al. Apr 2011 B2
7922391 Essenreiter et al. Apr 2011 B2
7938553 Beiner May 2011 B1
7945310 Gattani et al. May 2011 B2
7953471 Clayton et al. May 2011 B2
7969383 Eberl et al. Jun 2011 B2
7974677 Mire et al. Jul 2011 B2
7985756 Barlow et al. Jul 2011 B2
7991557 Liew et al. Aug 2011 B2
7993353 Roner et al. Aug 2011 B2
7996064 Simon et al. Aug 2011 B2
8004524 Deinzer Aug 2011 B2
8021300 Ma et al. Sep 2011 B2
8022984 Cheong et al. Sep 2011 B2
8045266 Nakamura Oct 2011 B2
8060181 Rodriguez et al. Nov 2011 B2
8068581 Boese et al. Nov 2011 B2
8068896 Daghighian et al. Nov 2011 B2
8077943 Williams et al. Dec 2011 B2
8079957 Ma et al. Dec 2011 B2
8081812 Kreiser Dec 2011 B2
8085075 Huffman et al. Dec 2011 B2
8085897 Morton Dec 2011 B2
8090175 Fu et al. Jan 2012 B2
8092400 Warkentine et al. Jan 2012 B2
8108072 Zhao et al. Jan 2012 B2
8112292 Simon Feb 2012 B2
8116847 Gattani et al. Feb 2012 B2
8120847 Chang Feb 2012 B2
8121255 Sugiyama Feb 2012 B2
8155479 Hoffman et al. Apr 2012 B2
8180132 Gorges et al. May 2012 B2
8180429 Sasso May 2012 B2
8208599 Ye et al. Jun 2012 B2
8216211 Mathis et al. Jul 2012 B2
8221402 Francischelli et al. Jul 2012 B2
8239001 Verard et al. Aug 2012 B2
8244012 Liang et al. Aug 2012 B2
8253778 Atsushi Aug 2012 B2
8271069 Jascob et al. Sep 2012 B2
8280491 Kuduvalli et al. Oct 2012 B2
8285021 Boese et al. Oct 2012 B2
8300315 Kobayashi Oct 2012 B2
8305685 Heine et al. Nov 2012 B2
8306305 Porat et al. Nov 2012 B2
8309932 Haselman et al. Nov 2012 B2
8317320 Huang Nov 2012 B2
8328815 Farr et al. Dec 2012 B2
8335553 Rubner et al. Dec 2012 B2
8335557 Maschke Dec 2012 B2
8340379 Razzaque et al. Dec 2012 B2
8369925 Giesel et al. Feb 2013 B2
8386022 Jutras et al. Feb 2013 B2
8394144 Zehavi et al. Mar 2013 B2
8398541 Dimaio et al. Mar 2013 B2
8444266 Waters May 2013 B2
8457719 Moctezuma De La Barrera et al. Jun 2013 B2
8467851 Mire et al. Jun 2013 B2
8469902 Dick et al. Jun 2013 B2
8475470 Von Jako Jul 2013 B2
8494612 Vetter et al. Jul 2013 B2
8509503 Nahum et al. Aug 2013 B2
8511827 Hua et al. Aug 2013 B2
8531394 Maltz Sep 2013 B2
8540364 Waters Sep 2013 B2
8545012 Waters Oct 2013 B2
8548567 Maschke et al. Oct 2013 B2
8556883 Saleh Oct 2013 B2
8559596 Thomson et al. Oct 2013 B2
8567945 Waters Oct 2013 B2
8571353 Watanabe Oct 2013 B2
8585598 Razzaque et al. Nov 2013 B2
8600001 Schweizer Dec 2013 B2
8600477 Beyar et al. Dec 2013 B2
8605199 Imai Dec 2013 B2
8611988 Miyamoto Dec 2013 B2
8612024 Stone et al. Dec 2013 B2
8634897 Simon et al. Jan 2014 B2
8641621 Razzaque et al. Feb 2014 B2
8643950 König Feb 2014 B2
8644907 Hartmann et al. Feb 2014 B2
8674902 Park et al. Mar 2014 B2
8686923 Eberl et al. Apr 2014 B2
8690581 Ruf et al. Apr 2014 B2
8690776 Razzaque et al. Apr 2014 B2
8692845 Fedorovskaya et al. Apr 2014 B2
8693632 Allison Apr 2014 B2
8694075 Groszmann et al. Apr 2014 B2
8699765 Hao et al. Apr 2014 B2
8705829 Frank et al. Apr 2014 B2
8737708 Hartmann et al. May 2014 B2
8746887 Shestak et al. Jun 2014 B2
8784450 Moskowitz et al. Jul 2014 B2
8786689 Liu Jul 2014 B1
D710545 Wu Aug 2014 S
D710546 Wu Aug 2014 S
8827934 Chopra et al. Sep 2014 B2
8831706 Fu et al. Sep 2014 B2
8836768 Rafii et al. Sep 2014 B1
8838199 Simon et al. Sep 2014 B2
8848977 Bammer et al. Sep 2014 B2
8855395 Baturin et al. Oct 2014 B2
8878900 Yang et al. Nov 2014 B2
8879815 Miao et al. Nov 2014 B2
8885177 Ben-Yishai et al. Nov 2014 B2
8890772 Woo et al. Nov 2014 B2
8890773 Pederson Nov 2014 B1
8890943 Lee et al. Nov 2014 B2
8897514 Feikas et al. Nov 2014 B2
8900131 Chopra et al. Dec 2014 B2
8903150 Star-Lack et al. Dec 2014 B2
8908952 Isaacs et al. Dec 2014 B2
8911358 Koninckx et al. Dec 2014 B2
8917268 Johnsen et al. Dec 2014 B2
8920776 Gaiger et al. Dec 2014 B2
8922589 Laor Dec 2014 B2
8941559 Bar-Zeev et al. Jan 2015 B2
8942455 Chou et al. Jan 2015 B2
8950877 Northey et al. Feb 2015 B2
8953246 Koenig Feb 2015 B2
8965583 Ortmaier et al. Feb 2015 B2
8969829 Wollenweber et al. Mar 2015 B2
8989349 Thomson et al. Mar 2015 B2
8992580 Bar et al. Mar 2015 B2
8994729 Nakamura Mar 2015 B2
8994795 Oh Mar 2015 B2
9004711 Gerolemou Apr 2015 B2
9005211 Brundobler et al. Apr 2015 B2
9011441 Bertagnoli et al. Apr 2015 B2
9057759 Klingenbeck et al. Jun 2015 B2
9060757 Lawson et al. Jun 2015 B2
9066751 Sasso Jun 2015 B2
9081436 Berme et al. Jul 2015 B1
9084635 Nuckley et al. Jul 2015 B2
9085643 Svanborg et al. Jul 2015 B2
9087471 Miao Jul 2015 B2
9100643 Mcdowall et al. Aug 2015 B2
9101394 Arata et al. Aug 2015 B2
9104902 Xu et al. Aug 2015 B2
9111175 Strommer et al. Aug 2015 B2
9123155 Cunningham et al. Sep 2015 B2
9125556 Zehavi et al. Sep 2015 B2
9129054 Nawana et al. Sep 2015 B2
9129372 Kriston et al. Sep 2015 B2
9132361 Smithwick Sep 2015 B2
9135706 Zagorchev et al. Sep 2015 B2
9141873 Takemoto Sep 2015 B2
9142020 Deguise et al. Sep 2015 B2
9149317 Arthur et al. Oct 2015 B2
9165203 McCarthy Oct 2015 B2
9165362 Siewerdsen et al. Oct 2015 B2
9179984 Teichman et al. Nov 2015 B2
D746354 Chang Dec 2015 S
9208916 Appleby et al. Dec 2015 B2
9220573 Kendrick et al. Dec 2015 B2
9225895 Kozinski Dec 2015 B2
9232982 Soler et al. Jan 2016 B2
9235934 Mandella et al. Jan 2016 B2
9240046 Carrell et al. Jan 2016 B2
9244278 Sugiyama et al. Jan 2016 B2
9247240 Park et al. Jan 2016 B2
9259192 Ishihara Feb 2016 B2
9265572 Fuchs et al. Feb 2016 B2
9269192 Kobayashi Feb 2016 B2
9283052 Rodriguez Ponce Mar 2016 B2
9286730 Bar-Zeev et al. Mar 2016 B2
9289267 Sauer et al. Mar 2016 B2
9294222 Proctor, Jr. Mar 2016 B2
9300949 Ahearn Mar 2016 B2
9305354 Burlon et al. Apr 2016 B2
9310591 Hua et al. Apr 2016 B2
9320474 Demri et al. Apr 2016 B2
9323055 Baillot Apr 2016 B2
9330477 Rappel May 2016 B2
9335547 Takano et al. May 2016 B2
9335567 Nakamura May 2016 B2
9341704 Picard et al. May 2016 B2
9344686 Moharir May 2016 B2
9349066 Koo et al. May 2016 B2
9349520 Demetriou et al. May 2016 B2
9364294 Razzaque et al. Jun 2016 B2
9370332 Paladini et al. Jun 2016 B2
9373166 Azar Jun 2016 B2
9375639 Kobayashi et al. Jun 2016 B2
9378558 Kajiwara et al. Jun 2016 B2
9380287 Nistico et al. Jun 2016 B2
9387008 Sarvestani et al. Jul 2016 B2
9392129 Simmons Jul 2016 B2
9395542 Tilleman et al. Jul 2016 B2
9398936 Razzaque et al. Jul 2016 B2
9400384 Griffith Jul 2016 B2
9414041 Ko et al. Aug 2016 B2
9424611 Kanjirathinkal et al. Aug 2016 B2
9424641 Wiemker et al. Aug 2016 B2
9427286 Siewerdsen et al. Aug 2016 B2
9438894 Park et al. Sep 2016 B2
9443488 Borenstein et al. Sep 2016 B2
9453804 Tahtali Sep 2016 B2
9456878 Macfarlane et al. Oct 2016 B2
9465235 Chang Oct 2016 B2
9468373 Larsen Oct 2016 B2
9470908 Frankel et al. Oct 2016 B1
9473766 Douglas et al. Oct 2016 B2
9492222 Singh Nov 2016 B2
9495585 Bicer et al. Nov 2016 B2
9498132 Maier-Hein et al. Nov 2016 B2
9498231 Haider et al. Nov 2016 B2
9499999 Nanqing Nov 2016 B2
9507155 Morimoto Nov 2016 B2
9513495 Waters Dec 2016 B2
9521966 Schwartz Dec 2016 B2
9526443 Berme et al. Dec 2016 B1
9530382 Simmons Dec 2016 B2
9532846 Nakamura Jan 2017 B2
9532849 Anderson et al. Jan 2017 B2
9538962 Hannaford et al. Jan 2017 B1
9545233 Sirpad et al. Jan 2017 B2
9546779 Rementer Jan 2017 B2
9547174 Gao et al. Jan 2017 B2
9547940 Sun et al. Jan 2017 B1
9557566 Fujimaki Jan 2017 B2
9560318 Reina et al. Jan 2017 B2
9561095 Nguyen et al. Feb 2017 B1
9561446 Brecher Feb 2017 B2
9565415 Zhang et al. Feb 2017 B2
9572661 Robin et al. Feb 2017 B2
9576556 Simmons Feb 2017 B2
9581822 Morimoto Feb 2017 B2
9610056 Lavallee et al. Apr 2017 B2
9612657 Bertram et al. Apr 2017 B2
9629595 Walker et al. Apr 2017 B2
9633431 Merlet Apr 2017 B2
9645395 Bolas et al. May 2017 B2
9646423 Sun et al. May 2017 B1
9672597 Amiot et al. Jun 2017 B2
9672607 Demri et al. Jun 2017 B2
9672640 Kleiner Jun 2017 B2
9675306 Morton Jun 2017 B2
9675319 Razzaque et al. Jun 2017 B1
9684980 Royalty et al. Jun 2017 B2
9690119 Garofolo et al. Jun 2017 B2
RE46463 Fienbloom et al. Jul 2017 E
9693748 Rai et al. Jul 2017 B2
9710968 Dillavou et al. Jul 2017 B2
9713502 Finkman et al. Jul 2017 B2
9724119 Hissong et al. Aug 2017 B2
9724165 Arata et al. Aug 2017 B2
9726888 Giartosio et al. Aug 2017 B2
9728006 Varga Aug 2017 B2
9729831 Birnkrant et al. Aug 2017 B2
9757034 Desjardins et al. Sep 2017 B2
9757087 Simon et al. Sep 2017 B2
9766441 Rappel Sep 2017 B2
9767608 Lee et al. Sep 2017 B2
9770203 Berme et al. Sep 2017 B1
9772102 Ferguson Sep 2017 B1
9772495 Tam et al. Sep 2017 B2
9791138 Feinbloom et al. Oct 2017 B1
9800995 Libin et al. Oct 2017 B2
9805504 Zhang et al. Oct 2017 B2
9808148 Miller et al. Nov 2017 B2
9839448 Reckling et al. Dec 2017 B2
9844413 Daon et al. Dec 2017 B2
9851080 Wilt et al. Dec 2017 B2
9858663 Penney et al. Jan 2018 B2
9861446 Lang Jan 2018 B2
9864214 Fass Jan 2018 B2
9872733 Shoham et al. Jan 2018 B2
9875544 Rai et al. Jan 2018 B2
9877642 Duret Jan 2018 B2
9885465 Nguyen Feb 2018 B2
9886552 Dillavou et al. Feb 2018 B2
9886760 Liu et al. Feb 2018 B2
9892564 Cvetko et al. Feb 2018 B1
9898866 Fuchs et al. Feb 2018 B2
9901414 Lively et al. Feb 2018 B2
9911187 Steinle et al. Mar 2018 B2
9927611 Rudy et al. Mar 2018 B2
9928629 Benishti et al. Mar 2018 B2
9940750 Dillavou et al. Apr 2018 B2
9943374 Merritt et al. Apr 2018 B2
9947110 Haimerl Apr 2018 B2
9952664 Border et al. Apr 2018 B2
9956054 Aguirre-Valencia May 2018 B2
9958674 Border May 2018 B2
9959620 Merlet May 2018 B2
9959629 Dillavou et al. May 2018 B2
9965681 Border et al. May 2018 B2
9968297 Connor May 2018 B2
9980780 Lang May 2018 B2
9986228 Woods May 2018 B2
D824523 Paoli et al. Jul 2018 S
10010379 Gibby et al. Jul 2018 B1
10013531 Richards et al. Jul 2018 B2
10015243 Kazerani et al. Jul 2018 B2
10016243 Esterberg Jul 2018 B2
10022064 Kim et al. Jul 2018 B2
10022065 Ben-Yishai et al. Jul 2018 B2
10022104 Sell et al. Jul 2018 B2
10023615 Bonny Jul 2018 B2
10026015 Cavusoglu et al. Jul 2018 B2
10034713 Yang et al. Jul 2018 B2
10046165 Frewin et al. Aug 2018 B2
10055838 Elenbaas et al. Aug 2018 B2
10066816 Chang Sep 2018 B2
10067359 Ushakov Sep 2018 B1
10073515 Awdeh Sep 2018 B2
10080616 Wilkinson et al. Sep 2018 B2
10082680 Chung Sep 2018 B2
10085709 Lavallee et al. Oct 2018 B2
10105187 Corndorf et al. Oct 2018 B2
10107483 Oren Oct 2018 B2
10108833 Hong et al. Oct 2018 B2
10123840 Dorman Nov 2018 B2
10130378 Bryan Nov 2018 B2
10132483 Feinbloom et al. Nov 2018 B1
10134166 Benishti et al. Nov 2018 B2
10134194 Kepner et al. Nov 2018 B2
10139652 Windham Nov 2018 B2
10139920 Isaacs et al. Nov 2018 B2
10142496 Rao et al. Nov 2018 B1
10151928 Ushakov Dec 2018 B2
10154239 Casas Dec 2018 B2
10159530 Lang Dec 2018 B2
10163207 Merlet Dec 2018 B2
10166079 Mclachlin et al. Jan 2019 B2
10175507 Nakamura Jan 2019 B2
10175753 Boesen Jan 2019 B2
10181361 Dillavou et al. Jan 2019 B2
10186055 Takahashi et al. Jan 2019 B2
10188672 Wagner Jan 2019 B2
10194131 Casas Jan 2019 B2
10194990 Amanatullah et al. Feb 2019 B2
10194993 Roger et al. Feb 2019 B2
10195076 Fateh Feb 2019 B2
10197803 Badiali et al. Feb 2019 B2
10197816 Waisman et al. Feb 2019 B2
10207315 Appleby et al. Feb 2019 B2
10212517 Beltran et al. Feb 2019 B1
10230719 Vaughn et al. Mar 2019 B2
10231893 Lei et al. Mar 2019 B2
10235606 Miao et al. Mar 2019 B2
10240769 Braganca et al. Mar 2019 B1
10247965 Ton Apr 2019 B2
10251724 Mclachlin et al. Apr 2019 B2
10261324 Chuang et al. Apr 2019 B2
10262424 Ketcha et al. Apr 2019 B2
10274731 Maimone Apr 2019 B2
10278777 Lang May 2019 B1
10292768 Lang May 2019 B2
10296805 Yang et al. May 2019 B2
10319154 Chakravarthula et al. Jun 2019 B1
10326975 Casas Jun 2019 B2
10332267 Rai et al. Jun 2019 B2
10339719 Jagga et al. Jul 2019 B2
10352543 Braganca et al. Jul 2019 B1
10357146 Fiebel et al. Jul 2019 B2
10357574 Hilderbrand et al. Jul 2019 B2
10366489 Boettger et al. Jul 2019 B2
10368947 Lang Aug 2019 B2
10368948 Tripathi Aug 2019 B2
10382748 Benishti et al. Aug 2019 B2
10383654 Yilmaz et al. Aug 2019 B2
10386645 Abou Shousha Aug 2019 B2
10398514 Ryan et al. Sep 2019 B2
10405825 Rai et al. Sep 2019 B2
10405927 Lang Sep 2019 B1
10413752 Berlinger et al. Sep 2019 B2
10419655 Sivan Sep 2019 B2
10420626 Tokuda et al. Sep 2019 B2
10420813 Newell-Rogers et al. Sep 2019 B2
10424115 Ellerbrock Sep 2019 B2
D862469 Sadot et al. Oct 2019 S
10426554 Siewerdsen et al. Oct 2019 B2
10429675 Greget Oct 2019 B2
10431008 Djajadiningrat et al. Oct 2019 B2
10433814 Razzaque et al. Oct 2019 B2
10434335 Takahashi et al. Oct 2019 B2
10441236 Bar-Tal et al. Oct 2019 B2
10444514 Abou Shousha et al. Oct 2019 B2
10447947 Liu Oct 2019 B2
10448003 Grafenberg Oct 2019 B2
10449040 Lashinski et al. Oct 2019 B2
10453187 Peterson et al. Oct 2019 B2
10463434 Siegler et al. Nov 2019 B2
10465892 Feinbloom et al. Nov 2019 B1
10466487 Blum et al. Nov 2019 B2
10470732 Baumgart et al. Nov 2019 B2
10473314 Braganca et al. Nov 2019 B1
10485989 Jordan et al. Nov 2019 B2
10488663 Choi Nov 2019 B2
D869772 Gand Dec 2019 S
D870977 Berggren et al. Dec 2019 S
10492755 Lin et al. Dec 2019 B2
10499997 Weinstein et al. Dec 2019 B2
10502363 Edwards et al. Dec 2019 B2
10504231 Fiala Dec 2019 B2
10507066 Dimaio et al. Dec 2019 B2
10511822 Casas Dec 2019 B2
10517544 Taguchi et al. Dec 2019 B2
10537395 Perez Jan 2020 B2
10540780 Cousins et al. Jan 2020 B1
10543485 Ismagilov et al. Jan 2020 B2
10546423 Jones et al. Jan 2020 B2
10548557 Lim et al. Feb 2020 B2
10555775 Hoffman et al. Feb 2020 B2
10568535 Roberts et al. Feb 2020 B2
10571696 Urey et al. Feb 2020 B2
10571716 Chapiro Feb 2020 B2
10573087 Gallop et al. Feb 2020 B2
10577630 Zhang et al. Mar 2020 B2
10586400 Douglas Mar 2020 B2
10591737 Yildiz et al. Mar 2020 B2
10592748 Cousins et al. Mar 2020 B1
10594998 Casas Mar 2020 B1
10595716 Nazareth et al. Mar 2020 B2
10601950 Devam et al. Mar 2020 B2
10602114 Casas Mar 2020 B2
10603113 Lang Mar 2020 B2
10603133 Wang et al. Mar 2020 B2
10606085 Toyama Mar 2020 B2
10610172 Hummel et al. Apr 2020 B2
10610179 Altmann Apr 2020 B2
10613352 Knoll Apr 2020 B2
10617566 Esmonde Apr 2020 B2
10620460 Carabin Apr 2020 B2
10621738 Miao et al. Apr 2020 B2
10625099 Takahashi et al. Apr 2020 B2
10626473 Mariani et al. Apr 2020 B2
10631905 Asfora et al. Apr 2020 B2
10631907 Zucker et al. Apr 2020 B2
10634331 Feinbloom et al. Apr 2020 B1
10634921 Blum et al. Apr 2020 B2
10638080 Ovchinnikov et al. Apr 2020 B2
10646285 Siemionow et al. May 2020 B2
10650513 Penney et al. May 2020 B2
10650594 Jones et al. May 2020 B2
10652525 Woods May 2020 B2
10653495 Gregerson et al. May 2020 B2
10660715 Dozeman May 2020 B2
10663738 Carlvik et al. May 2020 B2
10672145 Albiol et al. Jun 2020 B2
10682112 Pizaine et al. Jun 2020 B2
10682767 Grafenberg et al. Jun 2020 B2
10687901 Thomas Jun 2020 B2
10691397 Clements Jun 2020 B1
10702713 Mori et al. Jul 2020 B2
10706540 Merlet Jul 2020 B2
10709398 Schweizer Jul 2020 B2
10713801 Jordan et al. Jul 2020 B2
10716643 Justin et al. Jul 2020 B2
10722733 Takahashi Jul 2020 B2
10725535 Yu Jul 2020 B2
10731832 Koo Aug 2020 B2
10732721 Clements Aug 2020 B1
10742949 Casas Aug 2020 B2
10743939 Lang Aug 2020 B1
10743943 Razeto et al. Aug 2020 B2
10747315 Tungare et al. Aug 2020 B2
10748319 Tao et al. Aug 2020 B1
10758315 Johnson et al. Sep 2020 B2
10777094 Rao et al. Sep 2020 B1
10777315 Zehavi et al. Sep 2020 B2
10781482 Gubatayao et al. Sep 2020 B2
10792110 Leung et al. Oct 2020 B2
10799145 West et al. Oct 2020 B2
10799296 Lang Oct 2020 B2
10799298 Crawford et al. Oct 2020 B2
10799316 Sela et al. Oct 2020 B2
10810799 Tepper et al. Oct 2020 B2
10818019 Piat et al. Oct 2020 B2
10818101 Gallop et al. Oct 2020 B2
10818199 Buras et al. Oct 2020 B2
10825563 Gibby et al. Nov 2020 B2
10831943 Santarone et al. Nov 2020 B2
10835296 Elimelech et al. Nov 2020 B2
10838206 Fortin-Deschnes et al. Nov 2020 B2
10839629 Jones et al. Nov 2020 B2
10839956 Beydoun et al. Nov 2020 B2
10841556 Casas Nov 2020 B2
10842002 Chang Nov 2020 B2
10842461 Johnson et al. Nov 2020 B2
10849691 Zucker et al. Dec 2020 B2
10849693 Lang Dec 2020 B2
10849710 Liu Dec 2020 B2
10861236 Geri et al. Dec 2020 B2
10865220 Ebetino et al. Dec 2020 B2
10869517 Halpern Dec 2020 B1
10869727 Yanof et al. Dec 2020 B2
10872472 Watola et al. Dec 2020 B2
10877262 Luxembourg Dec 2020 B1
10877296 Lindsey et al. Dec 2020 B2
10878639 Douglas et al. Dec 2020 B2
10893260 Trail et al. Jan 2021 B2
10895742 Schneider et al. Jan 2021 B2
10895743 Dausmann Jan 2021 B2
10895906 West et al. Jan 2021 B2
10898151 Harding et al. Jan 2021 B2
10921595 Rakshit et al. Feb 2021 B2
10921613 Gupta et al. Feb 2021 B2
10928321 Rawle Feb 2021 B2
10928638 Ninan et al. Feb 2021 B2
10929670 Troy et al. Feb 2021 B1
10935815 Castaeda Mar 2021 B1
10935816 Ban et al. Mar 2021 B2
10936537 Huston Mar 2021 B2
10939973 Dimaio et al. Mar 2021 B2
10939977 Messinger et al. Mar 2021 B2
10941933 Ferguson Mar 2021 B2
10946108 Zhang et al. Mar 2021 B2
10950338 Douglas Mar 2021 B2
10951872 Casas Mar 2021 B2
10964095 Douglas Mar 2021 B1
10964124 Douglas Mar 2021 B1
10966768 Poulos Apr 2021 B2
10993754 Kuntz et al. May 2021 B2
11000335 Dorman May 2021 B2
11006093 Hegyi May 2021 B1
11013550 Rioux et al. May 2021 B2
11013560 Lang May 2021 B2
11013562 Marti et al. May 2021 B2
11013573 Chang May 2021 B2
11013900 Malek et al. May 2021 B2
11019988 Fiebel et al. Jun 2021 B2
11027027 Manning et al. Jun 2021 B2
11029147 Abovitz et al. Jun 2021 B2
11030809 Wang Jun 2021 B2
11041173 Zhang et al. Jun 2021 B2
11045663 Mori et al. Jun 2021 B2
11049293 Chae et al. Jun 2021 B2
11049476 Fuchs et al. Jun 2021 B2
11050990 Casas Jun 2021 B2
11057505 Dharmatilleke Jul 2021 B2
11058390 Douglas Jul 2021 B1
11061257 Hakim Jul 2021 B1
11064904 Kay et al. Jul 2021 B2
11065062 Frushour et al. Jul 2021 B2
11067387 Marell et al. Jul 2021 B2
11071497 Hallack et al. Jul 2021 B2
11079596 Hua et al. Aug 2021 B2
11087039 Duff et al. Aug 2021 B2
11090019 Siemionow et al. Aug 2021 B2
11097129 Sakata et al. Aug 2021 B2
11099376 Steier et al. Aug 2021 B1
11103320 Leboeuf et al. Aug 2021 B2
D930162 Cremer et al. Sep 2021 S
11109762 Steier et al. Sep 2021 B1
11112611 Kessler et al. Sep 2021 B1
11122164 Gigante Sep 2021 B2
11123604 Fung Sep 2021 B2
11129562 Roberts et al. Sep 2021 B2
11132055 Jones et al. Sep 2021 B2
11135015 Crawford et al. Oct 2021 B2
11135016 Frielinghaus et al. Oct 2021 B2
11137610 Kessler et al. Oct 2021 B1
11141221 Hobeika et al. Oct 2021 B2
11153549 Casas Oct 2021 B2
11153555 Healy et al. Oct 2021 B1
11163176 Karafin et al. Nov 2021 B2
11164324 Liu et al. Nov 2021 B2
11166006 Hegyi Nov 2021 B2
11172990 Lang Nov 2021 B2
11179136 Kohli et al. Nov 2021 B2
11180557 Noelle Nov 2021 B2
11181747 Kessler et al. Nov 2021 B1
11185891 Cousins et al. Nov 2021 B2
11202682 Staunton et al. Dec 2021 B2
11207150 Healy et al. Dec 2021 B2
11217028 Jones et al. Jan 2022 B2
11224483 Steinberg et al. Jan 2022 B2
11224763 Takahashi et al. Jan 2022 B2
11227417 Berlinger et al. Jan 2022 B2
11231787 Isaacs et al. Jan 2022 B2
11244508 Kazanzides et al. Feb 2022 B2
11253216 Crawford et al. Feb 2022 B2
11253323 Hughes et al. Feb 2022 B2
11257190 Mao et al. Feb 2022 B2
11257241 Tao Feb 2022 B2
11263772 Siemionow et al. Mar 2022 B2
11269401 West et al. Mar 2022 B2
11272151 Casas Mar 2022 B2
11278359 Siemionow et al. Mar 2022 B2
11278413 Lang Mar 2022 B1
11280480 Wilt et al. Mar 2022 B2
11284846 Graumann et al. Mar 2022 B2
11291521 Im Apr 2022 B2
11294167 Ishimoda Apr 2022 B2
11297285 Pierce Apr 2022 B2
11300252 Nguyen Apr 2022 B2
11300790 Cheng et al. Apr 2022 B2
11304621 Merschon et al. Apr 2022 B2
11304759 Kovtun et al. Apr 2022 B2
11307402 Steier et al. Apr 2022 B2
11308663 Alhrishy et al. Apr 2022 B2
11311341 Lang Apr 2022 B2
11317973 Calloway et al. May 2022 B2
11337763 Choi May 2022 B2
11348257 Lang May 2022 B2
11350072 Quiles Casas May 2022 B1
11350965 Yilmaz et al. Jun 2022 B2
11351006 Aferzon et al. Jun 2022 B2
11354813 Piat et al. Jun 2022 B2
11360315 Tu et al. Jun 2022 B2
11382699 Wassall et al. Jul 2022 B2
11382700 Calloway et al. Jul 2022 B2
11382712 Elimelech et al. Jul 2022 B2
11382713 Healy et al. Jul 2022 B2
11389252 Gera et al. Jul 2022 B2
11399895 Soper et al. Aug 2022 B2
11402524 Song et al. Aug 2022 B2
11406338 Tolkowsky Aug 2022 B2
11423554 Borsdorf et al. Aug 2022 B2
11432828 Lang Sep 2022 B1
11432931 Lang Sep 2022 B2
11452568 Lang Sep 2022 B2
11460915 Frielinghaus et al. Oct 2022 B2
11461983 Jones et al. Oct 2022 B2
11464581 Calloway Oct 2022 B2
11478214 Siewerdsen et al. Oct 2022 B2
11483532 Quiles Casas Oct 2022 B2
11490986 Ben-Yishai Nov 2022 B2
11527002 Govari Dec 2022 B2
11528393 Garofolo et al. Dec 2022 B2
11627924 Alexandroni et al. Apr 2023 B2
11648016 Hathaway et al. May 2023 B2
11657518 Ketcha et al. May 2023 B2
11666458 Kim et al. Jun 2023 B2
11669984 Siewerdsen et al. Jun 2023 B2
11712582 Miyazaki et al. Aug 2023 B2
11750794 Benishti et al. Sep 2023 B2
11766296 Wolf et al. Sep 2023 B2
11798178 Merlet Oct 2023 B2
11801097 Crawford et al. Oct 2023 B2
11801115 Elimelech et al. Oct 2023 B2
11826111 Mahfouz Nov 2023 B2
11839501 Takahashi et al. Dec 2023 B2
11885752 St-Aubin et al. Jan 2024 B2
11896445 Gera et al. Feb 2024 B2
11974887 Elimelech et al. May 2024 B2
11980429 Wolf et al. May 2024 B2
11980506 Wolf et al. May 2024 B2
11980507 Elimelech et al. May 2024 B2
11980508 Elimelech et al. May 2024 B2
20020082498 Wendt et al. Jun 2002 A1
20030059097 Abovitz et al. Mar 2003 A1
20030117393 Sauer et al. Jun 2003 A1
20030130576 Seeley et al. Jul 2003 A1
20030156144 Morita Aug 2003 A1
20030210812 Khamene et al. Nov 2003 A1
20030225329 Rossner et al. Dec 2003 A1
20040019263 Jutras et al. Jan 2004 A1
20040030237 Lee et al. Feb 2004 A1
20040138556 Cosman Jul 2004 A1
20040152955 McGinley et al. Aug 2004 A1
20040238732 State et al. Dec 2004 A1
20050017972 Poole et al. Jan 2005 A1
20050024586 Teiwes et al. Feb 2005 A1
20050119639 McCombs et al. Jun 2005 A1
20050203367 Ahmed et al. Sep 2005 A1
20050203380 Sauer et al. Sep 2005 A1
20050215879 Chuanggui Sep 2005 A1
20050267358 Tuma et al. Dec 2005 A1
20060072124 Smetak et al. Apr 2006 A1
20060134198 Tawa et al. Jun 2006 A1
20060176242 Jaramaz et al. Aug 2006 A1
20070018975 Chuanggui et al. Jan 2007 A1
20070058261 Sugihara et al. Mar 2007 A1
20070100325 Jutras et al. May 2007 A1
20070183041 McCloy et al. Aug 2007 A1
20070233371 Stoschek et al. Oct 2007 A1
20070273610 Baillot Nov 2007 A1
20080002809 Bodduluri Jan 2008 A1
20080007645 McCutchen Jan 2008 A1
20080035266 Danziger Feb 2008 A1
20080085033 Haven et al. Apr 2008 A1
20080159612 Fu et al. Jul 2008 A1
20080183065 Goldbach Jul 2008 A1
20080221625 Hufner et al. Sep 2008 A1
20080253527 Boyden et al. Oct 2008 A1
20080262812 Arata et al. Oct 2008 A1
20080287728 Mostafavi et al. Nov 2008 A1
20090005961 Grabowski et al. Jan 2009 A1
20090018437 Cooke Jan 2009 A1
20090024127 Lechner et al. Jan 2009 A1
20090036902 Dimaio et al. Feb 2009 A1
20090062869 Claverie et al. Mar 2009 A1
20090099445 Burger Apr 2009 A1
20090123452 Madison May 2009 A1
20090227847 Tepper et al. Sep 2009 A1
20090285366 Essenreiter et al. Nov 2009 A1
20090300540 Russell Dec 2009 A1
20100076305 Maier-Hein et al. Mar 2010 A1
20100094308 Tatsumi et al. Apr 2010 A1
20100106010 Rubner et al. Apr 2010 A1
20100114110 Taft et al. May 2010 A1
20100138939 Bentzon et al. Jun 2010 A1
20100149073 Chaum et al. Jun 2010 A1
20100172567 Prokoski Jul 2010 A1
20100210939 Hartmann et al. Aug 2010 A1
20100266220 Zagorchev et al. Oct 2010 A1
20100274124 Jascob et al. Oct 2010 A1
20110004259 Stallings et al. Jan 2011 A1
20110098553 Robbins et al. Apr 2011 A1
20110105895 Kornblau et al. May 2011 A1
20110216060 Weising et al. Sep 2011 A1
20110245625 Trovato et al. Oct 2011 A1
20110248064 Marczyk Oct 2011 A1
20110254922 Schaerer et al. Oct 2011 A1
20110306873 Shenai et al. Dec 2011 A1
20120014608 Watanabe Jan 2012 A1
20120068913 Bar-Zeev et al. Mar 2012 A1
20120078236 Schoepp Mar 2012 A1
20120109151 Maier-Hein et al. May 2012 A1
20120143050 Heigl Jun 2012 A1
20120155064 Waters Jun 2012 A1
20120162452 Liu Jun 2012 A1
20120182605 Hall et al. Jul 2012 A1
20120201421 Hartmann et al. Aug 2012 A1
20120216411 Wevers et al. Aug 2012 A1
20120224260 Healy et al. Sep 2012 A1
20120238609 Srivastava et al. Sep 2012 A1
20120289777 Chopra et al. Nov 2012 A1
20120306850 Balan et al. Dec 2012 A1
20120320100 Machida et al. Dec 2012 A1
20130002928 Imai Jan 2013 A1
20130009853 Hesselink et al. Jan 2013 A1
20130038632 Dillavou et al. Feb 2013 A1
20130050258 Liu et al. Feb 2013 A1
20130050833 Lewis et al. Feb 2013 A1
20130057581 Meier Mar 2013 A1
20130079829 Globerman et al. Mar 2013 A1
20130083009 Geisner et al. Apr 2013 A1
20130106833 Fun May 2013 A1
20130135734 Shafer et al. May 2013 A1
20130135738 Shafer et al. May 2013 A1
20130190602 Liao et al. Jul 2013 A1
20130195338 Xu et al. Aug 2013 A1
20130209953 Arlinsky et al. Aug 2013 A1
20130212453 Gudai et al. Aug 2013 A1
20130234914 Fujimaki Sep 2013 A1
20130234935 Griffith Sep 2013 A1
20130237811 Mihailescu et al. Sep 2013 A1
20130245461 Maier-Hein et al. Sep 2013 A1
20130249787 Morimoto Sep 2013 A1
20130249945 Kobayashi Sep 2013 A1
20130265623 Sugiyama et al. Oct 2013 A1
20130267838 Fronk et al. Oct 2013 A1
20130278631 Border et al. Oct 2013 A1
20130278635 Maggiore Oct 2013 A1
20130300637 Smits et al. Nov 2013 A1
20130300760 Sugano et al. Nov 2013 A1
20130342571 Kinnebrew et al. Dec 2013 A1
20140031668 Mobasser et al. Jan 2014 A1
20140049629 Siewerdsen et al. Feb 2014 A1
20140088402 Xu Mar 2014 A1
20140088990 Nawana et al. Mar 2014 A1
20140104505 Koenig Apr 2014 A1
20140105912 Noelle Apr 2014 A1
20140114173 Bar-Tal et al. Apr 2014 A1
20140142426 Razzaque et al. May 2014 A1
20140168261 Margolis et al. Jun 2014 A1
20140176661 Smurro et al. Jun 2014 A1
20140177023 Gao et al. Jun 2014 A1
20140189508 Granchi et al. Jul 2014 A1
20140198129 Liu et al. Jul 2014 A1
20140218291 Kirk Aug 2014 A1
20140240484 Kodama et al. Aug 2014 A1
20140243614 Rothberg et al. Aug 2014 A1
20140256429 Kobayashi et al. Sep 2014 A1
20140266983 Christensen Sep 2014 A1
20140268356 Bolas et al. Sep 2014 A1
20140270505 Mccarthy Sep 2014 A1
20140275760 Lee et al. Sep 2014 A1
20140285404 Takano et al. Sep 2014 A1
20140285429 Simmons Sep 2014 A1
20140300632 Laor Oct 2014 A1
20140300967 Tilleman et al. Oct 2014 A1
20140301624 Barckow et al. Oct 2014 A1
20140303491 Shekhar et al. Oct 2014 A1
20140320399 Kim et al. Oct 2014 A1
20140333899 Smithwick Nov 2014 A1
20140336461 Reiter et al. Nov 2014 A1
20140340286 Machida et al. Nov 2014 A1
20140361956 Mikhailov et al. Dec 2014 A1
20150005772 Anglin et al. Jan 2015 A1
20150018672 Blumhofer et al. Jan 2015 A1
20150031985 Reddy et al. Jan 2015 A1
20150043798 Carrell et al. Feb 2015 A1
20150070347 Hofmann et al. Mar 2015 A1
20150084990 Laor Mar 2015 A1
20150150641 Daon et al. Jun 2015 A1
20150182293 Yang et al. Jul 2015 A1
20150192776 Lee et al. Jul 2015 A1
20150209119 Theodore et al. Jul 2015 A1
20150261922 Nawana et al. Sep 2015 A1
20150277123 Chaum et al. Oct 2015 A1
20150282735 Rossner Oct 2015 A1
20150287188 Gazit et al. Oct 2015 A1
20150287236 Winne et al. Oct 2015 A1
20150297314 Fowler et al. Oct 2015 A1
20150305828 Park et al. Oct 2015 A1
20150310668 Ellerbrock Oct 2015 A1
20150338652 Lim et al. Nov 2015 A1
20150338653 Subramaniam et al. Nov 2015 A1
20150350517 Duret et al. Dec 2015 A1
20150351863 Plassky et al. Dec 2015 A1
20150363978 Maimone et al. Dec 2015 A1
20150366620 Cameron et al. Dec 2015 A1
20160015878 Graham et al. Jan 2016 A1
20160022287 Nehls Jan 2016 A1
20160030131 Yang et al. Feb 2016 A1
20160054571 Tazbaz et al. Feb 2016 A1
20160086380 Vayser et al. Mar 2016 A1
20160103318 Du et al. Apr 2016 A1
20160125603 Tanji May 2016 A1
20160133051 Aonuma et al. May 2016 A1
20160143699 Tanji May 2016 A1
20160153004 Zhang et al. Jun 2016 A1
20160163045 Penney et al. Jun 2016 A1
20160175064 Steinle et al. Jun 2016 A1
20160178910 Giudicelli et al. Jun 2016 A1
20160191887 Casas Jun 2016 A1
20160223822 Harrison et al. Aug 2016 A1
20160228033 Rossner Aug 2016 A1
20160246059 Halpin et al. Aug 2016 A1
20160249989 Devam et al. Sep 2016 A1
20160256223 Haimerl et al. Sep 2016 A1
20160275684 Elenbaas et al. Sep 2016 A1
20160302870 Wilkinson et al. Oct 2016 A1
20160324580 Esterberg Nov 2016 A1
20160324583 Kheradpir et al. Nov 2016 A1
20160339337 Ellsworth et al. Nov 2016 A1
20170014119 Capote et al. Jan 2017 A1
20170024634 Miao et al. Jan 2017 A1
20170027650 Merck et al. Feb 2017 A1
20170031163 Gao et al. Feb 2017 A1
20170031179 Guillot et al. Feb 2017 A1
20170045742 Greenhalgh et al. Feb 2017 A1
20170068119 Antaki et al. Mar 2017 A1
20170076501 Jagga et al. Mar 2017 A1
20170086941 Marti et al. Mar 2017 A1
20170112586 Dhupar Apr 2017 A1
20170164919 Lavallee et al. Jun 2017 A1
20170164920 Lavallee et al. Jun 2017 A1
20170178375 Benishti et al. Jun 2017 A1
20170220224 Kodali et al. Aug 2017 A1
20170239015 Sela et al. Aug 2017 A1
20170245944 Crawford et al. Aug 2017 A1
20170251900 Hansen et al. Sep 2017 A1
20170252109 Yang et al. Sep 2017 A1
20170258526 Lang Sep 2017 A1
20170281283 Siegler et al. Oct 2017 A1
20170312032 Amanatullah et al. Nov 2017 A1
20170348055 Salcedo et al. Dec 2017 A1
20170348061 Joshi et al. Dec 2017 A1
20170366773 Kiraly et al. Dec 2017 A1
20170367766 Mahfouz Dec 2017 A1
20170367771 Tako et al. Dec 2017 A1
20170372477 Penney et al. Dec 2017 A1
20180003981 Urey Jan 2018 A1
20180018791 Guoyi Jan 2018 A1
20180021597 Berlinger et al. Jan 2018 A1
20180028266 Barnes et al. Feb 2018 A1
20180036884 Chen et al. Feb 2018 A1
20180049622 Ryan et al. Feb 2018 A1
20180055579 Daon et al. Mar 2018 A1
20180078316 Schaewe et al. Mar 2018 A1
20180082480 White et al. Mar 2018 A1
20180092667 Heigl et al. Apr 2018 A1
20180092698 Chopra et al. Apr 2018 A1
20180092699 Finley Apr 2018 A1
20180116732 Lin et al. May 2018 A1
20180117150 O'Dwyer et al. May 2018 A1
20180120106 Sato May 2018 A1
20180133871 Farmer May 2018 A1
20180153626 Yang et al. Jun 2018 A1
20180182150 Benishti et al. Jun 2018 A1
20180185100 Weinstein et al. Jul 2018 A1
20180185113 Gregerson et al. Jul 2018 A1
20180193097 Mclachlin et al. Jul 2018 A1
20180200002 Kostrzewski et al. Jul 2018 A1
20180247128 Alvi et al. Aug 2018 A1
20180262743 Casas Sep 2018 A1
20180303558 Thomas Oct 2018 A1
20180311011 Van et al. Nov 2018 A1
20180317803 Ben-Yishai et al. Nov 2018 A1
20180318035 Mclachlin et al. Nov 2018 A1
20180368898 Divincenzo et al. Dec 2018 A1
20190000372 Gullotti et al. Jan 2019 A1
20190000564 Navab et al. Jan 2019 A1
20190015163 Abhari et al. Jan 2019 A1
20190018235 Ouderkirk Jan 2019 A1
20190038362 Nash et al. Feb 2019 A1
20190038365 Soper et al. Feb 2019 A1
20190043238 Benishti et al. Feb 2019 A1
20190043392 Abele Feb 2019 A1
20190046272 Zoabi et al. Feb 2019 A1
20190046276 Inglese et al. Feb 2019 A1
20190053851 Siemionow et al. Feb 2019 A1
20190069971 Tripathi et al. Mar 2019 A1
20190080515 Geri et al. Mar 2019 A1
20190105116 Johnson et al. Apr 2019 A1
20190130792 Rios et al. May 2019 A1
20190142519 Siemionow et al. May 2019 A1
20190144443 Jackson et al. May 2019 A1
20190175228 Elimelech et al. Jun 2019 A1
20190192230 Siemionow et al. Jun 2019 A1
20190200894 Jung et al. Jul 2019 A1
20190201106 Siemionow et al. Jul 2019 A1
20190216537 Eltorai et al. Jul 2019 A1
20190254753 Johnson et al. Aug 2019 A1
20190273916 Benishti et al. Sep 2019 A1
20190310481 Blum et al. Oct 2019 A1
20190333480 Lang Oct 2019 A1
20190369660 Wen et al. Dec 2019 A1
20190369717 Frielinghaus et al. Dec 2019 A1
20190387351 Lyren et al. Dec 2019 A1
20200015895 Frielinghaus et al. Jan 2020 A1
20200019364 Pond Jan 2020 A1
20200020249 Jarc et al. Jan 2020 A1
20200038112 Amanatullah et al. Feb 2020 A1
20200043160 Mizukura et al. Feb 2020 A1
20200078100 Weinstein et al. Mar 2020 A1
20200085511 Oezbek et al. Mar 2020 A1
20200088997 Lee et al. Mar 2020 A1
20200100847 Siegler et al. Apr 2020 A1
20200117025 Sauer Apr 2020 A1
20200129058 Li et al. Apr 2020 A1
20200129136 Harding et al. Apr 2020 A1
20200129262 Verard et al. Apr 2020 A1
20200129264 Oativia et al. Apr 2020 A1
20200133029 Yonezawa Apr 2020 A1
20200138518 Lang May 2020 A1
20200138618 Roszkowiak et al. May 2020 A1
20200143594 Lal et al. May 2020 A1
20200146546 Chene et al. May 2020 A1
20200151507 Siemionow et al. May 2020 A1
20200156259 Ruiz et al. May 2020 A1
20200159313 Gibby et al. May 2020 A1
20200163723 Wolf et al. May 2020 A1
20200163739 Messinger et al. May 2020 A1
20200178916 Lalys et al. Jun 2020 A1
20200184638 Meglan et al. Jun 2020 A1
20200186786 Gibby et al. Jun 2020 A1
20200188028 Feiner et al. Jun 2020 A1
20200188034 Lequette et al. Jun 2020 A1
20200201082 Carabin Jun 2020 A1
20200229877 Siemionow et al. Jul 2020 A1
20200237256 Farshad et al. Jul 2020 A1
20200237459 Racheli et al. Jul 2020 A1
20200237880 Kent et al. Jul 2020 A1
20200242280 Pavloff et al. Jul 2020 A1
20200246074 Lang Aug 2020 A1
20200246081 Johnson et al. Aug 2020 A1
20200264451 Blum et al. Aug 2020 A1
20200265273 Wei et al. Aug 2020 A1
20200275988 Johnson et al. Sep 2020 A1
20200281554 Trini et al. Sep 2020 A1
20200286222 Essenreiter et al. Sep 2020 A1
20200288075 Bonin et al. Sep 2020 A1
20200294233 Merlet Sep 2020 A1
20200297427 Cameron et al. Sep 2020 A1
20200305980 Lang Oct 2020 A1
20200315734 El Amm Oct 2020 A1
20200321099 Holladay Oct 2020 A1
20200323460 Busza et al. Oct 2020 A1
20200323609 Johnson et al. Oct 2020 A1
20200327721 Siemionow et al. Oct 2020 A1
20200330179 Ton Oct 2020 A1
20200337780 Winkler et al. Oct 2020 A1
20200341283 Mccracken et al. Oct 2020 A1
20200352655 Freese Nov 2020 A1
20200355927 Marcellin-Dibon et al. Nov 2020 A1
20200360091 Murray et al. Nov 2020 A1
20200375666 Stephen Dec 2020 A1
20200377493 Heiser et al. Dec 2020 A1
20200377956 Vogelstein et al. Dec 2020 A1
20200388075 Kazanzides Dec 2020 A1
20200389425 Bhatia et al. Dec 2020 A1
20200390502 Holthuizen et al. Dec 2020 A1
20200390503 Casas et al. Dec 2020 A1
20200402647 Domracheva et al. Dec 2020 A1
20200409306 Gelman et al. Dec 2020 A1
20200410687 Siemionow et al. Dec 2020 A1
20200413031 Khani et al. Dec 2020 A1
20210004956 Book et al. Jan 2021 A1
20210009339 Morrison et al. Jan 2021 A1
20210015560 Boddington et al. Jan 2021 A1
20210015583 Avisar et al. Jan 2021 A1
20210022599 Freeman et al. Jan 2021 A1
20210022808 Lang Jan 2021 A1
20210022811 Mahfouz Jan 2021 A1
20210022828 Elimelech et al. Jan 2021 A1
20210029804 Chang Jan 2021 A1
20210030374 Takahashi et al. Feb 2021 A1
20210030511 Wolf et al. Feb 2021 A1
20210038339 Yu et al. Feb 2021 A1
20210049825 Wheelwright et al. Feb 2021 A1
20210052348 Stifter et al. Feb 2021 A1
20210065911 Goel et al. Mar 2021 A1
20210077195 Saeidi et al. Mar 2021 A1
20210077210 Itkowitz et al. Mar 2021 A1
20210080751 Lindsey et al. Mar 2021 A1
20210090344 Geri et al. Mar 2021 A1
20210093391 Poltaretskyi et al. Apr 2021 A1
20210093392 Poltaretskyi et al. Apr 2021 A1
20210093400 Quaid et al. Apr 2021 A1
20210093417 Liu Apr 2021 A1
20210104055 Ni et al. Apr 2021 A1
20210107923 Jackson et al. Apr 2021 A1
20210109349 Schneider et al. Apr 2021 A1
20210109373 Loo et al. Apr 2021 A1
20210110517 Flohr et al. Apr 2021 A1
20210113269 Mlsmeier et al. Apr 2021 A1
20210113293 Silva et al. Apr 2021 A9
20210121238 Palushi et al. Apr 2021 A1
20210137634 Lang May 2021 A1
20210141887 Kim et al. May 2021 A1
20210150702 Claessen et al. May 2021 A1
20210157544 Denton May 2021 A1
20210160472 Casas May 2021 A1
20210161614 Elimelech et al. Jun 2021 A1
20210162287 Xing et al. Jun 2021 A1
20210165207 Peyman Jun 2021 A1
20210169504 Brown Jun 2021 A1
20210169578 Calloway et al. Jun 2021 A1
20210169581 Calloway et al. Jun 2021 A1
20210169605 Calloway et al. Jun 2021 A1
20210186647 Elimelech et al. Jun 2021 A1
20210196404 Wang Jul 2021 A1
20210211640 Bristol et al. Jul 2021 A1
20210223577 Zhang et al. Jul 2021 A1
20210227791 De et al. Jul 2021 A1
20210231301 Hikmet et al. Jul 2021 A1
20210235061 Hegyi Jul 2021 A1
20210248822 Choi et al. Aug 2021 A1
20210274281 Zhang et al. Sep 2021 A1
20210278675 Klug et al. Sep 2021 A1
20210282887 Wiggermann Sep 2021 A1
20210290046 Nazareth et al. Sep 2021 A1
20210290336 Wang Sep 2021 A1
20210290394 Mahfouz Sep 2021 A1
20210295512 Knoplioch Sep 2021 A1
20210298835 Wang Sep 2021 A1
20210306599 Pierce Sep 2021 A1
20210311322 Belanger et al. Oct 2021 A1
20210314502 Liu Oct 2021 A1
20210315636 Akbarian et al. Oct 2021 A1
20210315662 Freeman et al. Oct 2021 A1
20210325684 Ninan et al. Oct 2021 A1
20210332447 Lubelski et al. Oct 2021 A1
20210333561 Oh et al. Oct 2021 A1
20210341739 Cakmakci et al. Nov 2021 A1
20210341740 Cakmakci et al. Nov 2021 A1
20210346115 Dulin et al. Nov 2021 A1
20210349677 Baldev et al. Nov 2021 A1
20210364802 Uchiyama et al. Nov 2021 A1
20210369226 Siemionow et al. Dec 2021 A1
20210371413 Thurston et al. Dec 2021 A1
20210373333 Moon Dec 2021 A1
20210373344 Loyola et al. Dec 2021 A1
20210378757 Bay et al. Dec 2021 A1
20210386482 Gera et al. Dec 2021 A1
20210389590 Freeman et al. Dec 2021 A1
20210400247 Casas Dec 2021 A1
20210401533 Im Dec 2021 A1
20210402255 Fung Dec 2021 A1
20210405369 King Dec 2021 A1
20220003992 Ahn Jan 2022 A1
20220007006 Healy et al. Jan 2022 A1
20220008135 Frielinghaus et al. Jan 2022 A1
20220038675 Hegyi Feb 2022 A1
20220039873 Harris Feb 2022 A1
20220051484 Jones et al. Feb 2022 A1
20220054199 Sivaprakasam et al. Feb 2022 A1
20220061921 Crawford et al. Mar 2022 A1
20220071712 Wolf et al. Mar 2022 A1
20220079675 Lang Mar 2022 A1
20220087746 Lang Mar 2022 A1
20220113810 Isaacs et al. Apr 2022 A1
20220117669 Nikou Apr 2022 A1
20220121041 Hakim Apr 2022 A1
20220133484 Lang May 2022 A1
20220142730 Wolf et al. May 2022 A1
20220155861 Myung et al. May 2022 A1
20220159227 Quiles Casas May 2022 A1
20220179209 Cherukuri Jun 2022 A1
20220192776 Gibby et al. Jun 2022 A1
20220193453 Miyazaki et al. Jun 2022 A1
20220201274 Achilefu et al. Jun 2022 A1
20220245400 Siemionow et al. Aug 2022 A1
20220245821 Ouzounis Aug 2022 A1
20220269077 Adema et al. Aug 2022 A1
20220270263 Junio Aug 2022 A1
20220287676 Steines et al. Sep 2022 A1
20220292786 Pelzl et al. Sep 2022 A1
20220295033 Quiles Casas Sep 2022 A1
20220304768 Elimelech et al. Sep 2022 A1
20220351385 Finley et al. Nov 2022 A1
20220358759 Cork et al. Nov 2022 A1
20220392085 Finley et al. Dec 2022 A1
20220405935 Flossmann et al. Dec 2022 A1
20230009793 Gera et al. Jan 2023 A1
20230027801 Qian et al. Jan 2023 A1
20230034189 Gera et al. Feb 2023 A1
20230073041 Samadani et al. Mar 2023 A1
20230149083 Lin et al. May 2023 A1
20230290037 Tasse et al. Sep 2023 A1
20230295302 Bhagavatheeswaran et al. Sep 2023 A1
20230316550 Hiasa Oct 2023 A1
20230329799 Gera et al. Oct 2023 A1
20230329801 Elimelech et al. Oct 2023 A1
20230371984 Leuthardt et al. Nov 2023 A1
20230372053 Elimelech et al. Nov 2023 A1
20230372054 Elimelech et al. Nov 2023 A1
20230377175 Seok Nov 2023 A1
20230379448 Benishti et al. Nov 2023 A1
20230379449 Benishti et al. Nov 2023 A1
20230386153 Rybnikov et al. Nov 2023 A1
20230397349 Capelli et al. Dec 2023 A1
20230397957 Crawford et al. Dec 2023 A1
20230410445 Elimelech et al. Dec 2023 A1
20240008935 Wolf et al. Jan 2024 A1
20240016549 Johnson et al. Jan 2024 A1
20240016572 Elimelech et al. Jan 2024 A1
20240020831 Johnson et al. Jan 2024 A1
20240020840 Johnson et al. Jan 2024 A1
20240020862 Johnson et al. Jan 2024 A1
20240022704 Benishti et al. Jan 2024 A1
20240023946 Wolf et al. Jan 2024 A1
20240041558 Siewerdsen et al. Feb 2024 A1
20240126087 Gera et al. Apr 2024 A1
20240127559 Rybnikov et al. Apr 2024 A1
20240134206 Gera et al. Apr 2024 A1
Foreign Referenced Citations (138)
Number Date Country
3022448 Feb 2018 CA
3034314 Feb 2018 CA
101379412 Mar 2009 CN
103106348 May 2013 CN
111915696 Nov 2020 CN
112489047 Mar 2021 CN
202004011567 Nov 2004 DE
102004011567 Sep 2005 DE
102014008153 Oct 2014 DE
202022103168 Jun 2022 DE
0933096 Aug 1999 EP
1640750 Mar 2006 EP
1757974 Feb 2007 EP
2119397 Nov 2009 EP
2134847 Dec 2009 EP
2557998 Feb 2013 EP
2823463 Jan 2015 EP
2868277 May 2015 EP
2891966 Jul 2015 EP
2963616 Jan 2016 EP
3028258 Jun 2016 EP
3034607 Jun 2016 EP
3037038 Jun 2016 EP
3069318 Sep 2016 EP
3076660 Oct 2016 EP
3121789 Jan 2017 EP
3123970 Feb 2017 EP
2654749 May 2017 EP
3175815 Jun 2017 EP
3216416 Sep 2017 EP
2032039 Oct 2017 EP
3224376 Oct 2017 EP
3247297 Nov 2017 EP
3256213 Dec 2017 EP
3306567 Apr 2018 EP
3320874 May 2018 EP
2030193 Jul 2018 EP
2225723 Feb 2019 EP
2892558 Apr 2019 EP
2635299 Jul 2019 EP
3505050 Jul 2019 EP
2875149 Dec 2019 EP
3593227 Jan 2020 EP
3634294 Apr 2020 EP
3206583 Sep 2020 EP
3711700 Sep 2020 EP
2625845 Mar 2021 EP
3789965 Mar 2021 EP
3858280 Aug 2021 EP
3913423 Nov 2021 EP
3952331 Feb 2022 EP
3960235 Mar 2022 EP
4173590 May 2023 EP
4252695 Oct 2023 EP
4270313 Nov 2023 EP
4287120 Dec 2023 EP
2507314 Apr 2014 GB
2004-237092 Aug 2004 JP
2008-507361 Mar 2008 JP
2009-514571 Apr 2009 JP
2021-525186 Sep 2021 JP
10-2014-0120155 Oct 2014 KR
0334705 Apr 2003 WO
2006002559 Jan 2006 WO
2007051304 May 2007 WO
2007115826 Oct 2007 WO
2008103383 Aug 2008 WO
2010067267 Jun 2010 WO
2010074747 Jul 2010 WO
2012061537 May 2012 WO
2012101286 Aug 2012 WO
2013112554 Aug 2013 WO
2014014498 Jan 2014 WO
2014024188 Feb 2014 WO
2014037953 Mar 2014 WO
2014113455 Jul 2014 WO
2014125789 Aug 2014 WO
2014167563 Oct 2014 WO
2014174067 Oct 2014 WO
2015058816 Apr 2015 WO
2015061752 Apr 2015 WO
2015109145 Jul 2015 WO
2016151506 Sep 2016 WO
2018052966 Mar 2018 WO
2018073452 Apr 2018 WO
2018200767 Nov 2018 WO
2018206086 Nov 2018 WO
2019083431 May 2019 WO
2019135209 Jul 2019 WO
2019161477 Aug 2019 WO
2019195926 Oct 2019 WO
2019210353 Nov 2019 WO
2019211741 Nov 2019 WO
2020109903 Jun 2020 WO
2020109904 Jun 2020 WO
2021017019 Feb 2021 WO
2021019369 Feb 2021 WO
2021021979 Feb 2021 WO
2021023574 Feb 2021 WO
2021046455 Mar 2021 WO
2021048158 Mar 2021 WO
2021061459 Apr 2021 WO
2021062375 Apr 2021 WO
2021073743 Apr 2021 WO
2021087439 May 2021 WO
2021091980 May 2021 WO
2021112918 Jun 2021 WO
2021130564 Jul 2021 WO
2021137752 Jul 2021 WO
2021141887 Jul 2021 WO
2021145584 Jul 2021 WO
2021154076 Aug 2021 WO
2021183318 Sep 2021 WO
2021188757 Sep 2021 WO
2021255627 Dec 2021 WO
2021257897 Dec 2021 WO
2021258078 Dec 2021 WO
2022009233 Jan 2022 WO
2022053923 Mar 2022 WO
2022079565 Apr 2022 WO
2023281395 Jan 2023 WO
2023007418 Feb 2023 WO
2023011924 Feb 2023 WO
2023021448 Feb 2023 WO
2023021450 Feb 2023 WO
2023021451 Feb 2023 WO
2023026229 Mar 2023 WO
2023047355 Mar 2023 WO
2023072887 May 2023 WO
2023088986 May 2023 WO
2023163933 Aug 2023 WO
2023186996 Oct 2023 WO
2023205212 Oct 2023 WO
2023209014 Nov 2023 WO
2023232492 Dec 2023 WO
2023240912 Dec 2023 WO
2024013642 Jan 2024 WO
2024018368 Jan 2024 WO
Non-Patent Literature Citations (7)
Entry
16 Augmented Reality Glasses of 2021 (with Features), in Back to News, Dated May 6, 2022, accessed at https://web.archive.org/web/20221127195438/https://circuitstream.com/blog/16-augmented-reality-glasses-of-2021-with-features-breakdowns/.
Everysight, Installing your RX Adaptor, accessed Mar. 13, 2024 at https://support.everysight.com/hc/en-us/articles/115000984571-Installing-your-RX-Adaptor.
Everysight, Raptor User Manual, copyright 2017, in 46 pages.
Frames Direct, InSpatialRx Prescription Insert, Prescription Insert for Magic Leap 1, accessed Mar. 8, 2024 at https://www.framesdirect.com/inspatialrx-prescription-insert. html.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/IB2020/060017, mailed on Jan. 7, 2021, 10 pages.
Reddit, Notice on Prescription Lenses for Nreal Glasses, accessed Mar. 13, 2024 at https://www.reddit.com/r/nreal/comments/x1fte5/notice_on_prescription_lenses_for_nreal_glasses/.
Vuzix Blades, Prescription Lens Installation Guide, copyright 2020.
Related Publications (1)
Number Date Country
20240130826 A1 Apr 2024 US
Continuations (3)
Number Date Country
Parent 18352181 Jul 2023 US
Child 18400739 US
Parent 17827710 May 2022 US
Child 18352181 US
Parent 16724297 Dec 2019 US
Child 17827710 US