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Next, the method 300 may register 308 the preliminary guide model with one or more bones of the bone model. This step 308 facilitates customization and modification of the preliminary guide model to generate a patient-specific guide model from which a patient-specific guide can be generated. The registration step 308 may combine two models and/or patient imaging data and positions both models for use in one system and/or in one model. |
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Next, the method 300 may design 310 a patient-specific guide model based on the preliminary guide model. The design step 310 may be completely automated or may optionally permit a user to make changes to a preliminary guide model or partially completed patient-specific guide model before the patient-specific guide model is complete. A preliminary guide model and patient-specific guide model are two examples of an instrument model. As used herein, "instrument model" refers to a model, either physical or digital, that represents an instrument, tool, apparatus, or device. Examples of an instrument model can include a cutting guide model, a resection guide model, a dissection guide model, an alignment guide model, a reduction guide model, a patient-specific tendon trajectory guide model, and the like. In one embodiment, a patient-specific guide and a patient-specific guide model may be unique to a particular patient and that patient’s anatomy and/or condition. |
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The method 300 may conclude by a step 312 in which patient-specific guide may be manufactured based on the patient-specific guide model. Various manufacturing tools, devices, systems, and/or techniques can be used to manufacture the patient-specific guide. |
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FIG. 4 illustrates an exemplary system 400 configured to generate one or more patient-specific instruments configured to facilitate surgical procedures, according to one embodiment. The system 400 may include an apparatus 402 configured to accept, review, receive or reference a bone model 404 and provide a patient-specific guide 406. In one embodiment, the apparatus 402 is a computing device. In another embodiment, the apparatus 402 may be a combination of computing devices and/or software components or a single software component such as a software application. |
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The apparatus 402 may include a determination module 410, a location module 420, a provision module 430, a registration module 440, a design module 450, and a manufacturing module 460. Each of which may be implemented in one or more of software, hardware, or a combination of hardware and software. |
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The determination module 410 determines anatomic data 412 from a bone model 404. In certain embodiments, the system 400 may not include a determination module 410 if the anatomic data is available directly from the bone model 404. In certain embodiments, the anatomic data for a bone model 404 may include data that identifies each anatomic structure within the bone model 404 and attributes about the anatomic structure. For example, the anatomic data may include measurements of the length, width, height, and density of each bone in the bone model. Furthermore, the anatomic data may include position information that identifies where each structure, such as a bone is in the bone model 404 relative to other structures, including bones. The anatomic data may be in any suitable format and may be stored separately or together with data that defines the bone model 404. |
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In one embodiment, the determination module 410 may use advanced computer analysis system such as image segmentation to determine the anatomic data. The determination module 410 may determine anatomic data from one or more sources of medical imaging data, images, files, or the like. Alternatively, or in addition the determination module 410 may use software and/or systems that implement one or more artificial intelligence methods (e.g., machine learning and/or neural networks) for deriving, determining, or extrapolating, anatomic data from medical imaging or the bone model. In one embodiment, the determination module 410 may perform an anatomic mapping of the bone model 404 to determine each unique aspect of the intended osteotomy procedure and/or bone resection and/or bone translation. The anatomic mapping may be used to determine coordinates to be used for an osteotomy procedure, position and manner of resections to be performed either manually or automatically or using robotic surgical assistance, a width for bone cuts, an angle for bone cuts, a predetermined depth for bone cuts, dimensions and configurations for resection instruments such as saw blades, milling bit size and/or speed, saw blade depth markers, and/or instructions for automatic or robotic resection operations. |
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As used herein, a “sleeve” refers to structure that is narrow and longer longitudinally than the structure is wide. In certain embodiments, a sleeve serves to surround, enclose, wrap, and/or contain something else. In certain embodiments, a sleeve may surround, enclose, wrap, and/or contain a passage or void. (Search "sleeve" on wordhippo.com. WordHippo, 2021. Web. Accessed 15 Nov. 2021. Modified.) In certain embodiments, the term sleeve may be preceded by an adjective that identifies the structure, implement, component or instrument that may be used with, inserted into or associated with the sleeve. For example, a “pin sleeve” may be configured to accept a pin or wire such as a K-wire, a “drive sleeve” may be configured to accept a drill or drill bit, a “fixation member sleeve” may be configured to accept a fastener or fixation member. |
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As used herein, a "fixation" or “fixation device” refers to an apparatus, instrument, structure, device, component, member, system, assembly, step, process, or module structured, organized, configured, designed, arranged, or engineered to connect two structures either permanently or temporarily. The two structures may be one or the other or both of manmade and/or biological tissues, hard tissues such as bones, teeth or the like, soft tissues such as ligament, cartilage, tendon, or the like. In certain embodiments, fixation is used as an adjective to describe a device or component or step in securing two structures such that the structures remain connected to each other in a desired position and/or orientation. Fixation devices can also serve to maintain a desired level of tension, compression, or redistribute load and stresses experienced by the two structures and can serve to reduce relative motion of one part relative to others. Examples of fixation devices are many and include both those for external fixation as well as those for internal fixation and include, but are not limited to pins, wires, Kirschner wires (K-wires), screws, anchors, bone anchors, plates, bone plates, intramedullary nails or rods or pins, implants, interbody cages, fusion cages, and the like. |
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“Fusion” refers to a natural process of bone growth and generation in which two separate bones and/or bone fragments grow together as new bone grows when the two separate bones and/or bone fragments contact each other. Often, fusion is facilitated by compression of the two separate bones and/or bone fragments towards each other. |
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As used herein, a "resection" refers to a method, procedure, or step that removes tissue from another anatomical structure or body. A resection can include an osteotomy that cuts through a bone or other tissue because the osteotomy still removes at least a minimal amount of tissue. A resection is typically performed by a surgeon on a part of a body of a patient. A resection is one type of osteotomy. (Search "surgery" on Wikipedia.com May 26, 2021. CC-BY-SA 3.0 Modified. Accessed May 26, 2021.) Resection may be used as a noun or a verb. In the verb form, the term is "resect" and refers to an act of performing, or doing, a resection. Past tense of the verb resect is “resected”. |
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As used herein, "image registration" refers to a method, process, module, component, apparatus, and/or system that seeks to achieve precision in the alignment of two images. As used here, "image" may refer to either or both an image of a structure or object and another image or a model (e.g., a computer-based model or a physical model, in either two dimensions or three dimensions). In the simplest case of image registration, two images are aligned. One image may serve as the target image and the other as a source image; the source image is transformed, positioned, realigned, and/or modified to match the target image. An optimization procedure may be applied that updates the transformation of the source image based on a similarity value that evaluates the current quality of the alignment. An iterative procedure of optimization may be repeated until a (local) optimum is found. An example is the registration of CT and PET images to combine structural and metabolic information. Image registration can be used in a variety of medical applications: Studying temporal changes; Longitudinal studies may acquire images over several months or years to study long-term processes, such as disease progression. Time series correspond to images acquired within the same session (seconds or minutes). Time series images can be used to study cognitive processes, heart deformations and respiration; Combining complementary information from different imaging modalities. One example may be the fusion of anatomical and functional information. |
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Since the size and shape of structures vary across modalities, evaluating the alignment quality can be more challenging. Thus, similarity measures such as mutual information may be used; Characterizing a population of subjects. In contrast to intra-subject registration, a one-to-one mapping may not exist between subjects, depending on the structural variability of the organ of interest. Inter-subject registration may be used for atlas construction in computational anatomy. Here, the objective may be to statistically model the anatomy of organs across subjects; Computer-assisted surgery: in computer-assisted surgery pre-operative images such as CT or MRI may be registered to intra-operative images or tracking systems to facilitate image guidance or navigation. There may be several considerations made when performing image registration: The transformation model. Common choices are rigid, affine, and deformable transformation models. B-spline and thin plate spline models are commonly used for parameterized transformation fields. Non-parametric or dense deformation fields carry a displacement vector at every grid location; this may use additional regularization constraints. A specific class of deformation fields are diffeomorphisms, which are invertible transformations with a smooth inverse; The similarity metric. A distance or similarity function is used to quantify the registration quality. This similarity can be calculated either on the original images or on features extracted from the images. Common similarity measures are sum of squared distances (SSD), correlation coefficient, and mutual information. The choice of similarity measure depends on whether the images are from the same modality; the acquisition noise can also play a role in this decision. For example, SSD may be the optimal similarity measure for images of the same modality with Gaussian noise. However, the image statistics in ultrasound may be significantly different from Gaussian noise, leading to the introduction of ultrasound specific similarity measures. |
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Multi-modal registration may use a more sophisticated similarity measure; alternatively, a different image representation can be used, such as structural representations or registering adjacent anatomy; The optimization procedure. Either continuous or discrete optimization is performed. For continuous optimization, gradient-based optimization techniques are applied to improve the convergence speed.(Search "medical image computing" on Wikipedia.com June 24, 2021. CC-BY-SA 3.0 Modified. Accessed June 25, 2021.) |
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"Register" or "Registration" refers to an act of aligning, mating, contacting, engaging, or coupling one or more parts and/or surfaces of one object in relation to one or more parts and/or surfaces of another object. Often, the one or more parts and/or surfaces of one object include protrusions and/or depressions that are the inverse or mirror configuration of protrusions and/or depressions of one or more parts and/or surfaces of the other object. |
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"Registration key" refers to a structure, surface, feature, module, component, apparatus, and/or system that facilitates, enables, guides, promotes, precision in the alignment of two objects by way of registration. In one aspect a registration key can include a surface and one or more recesses and/or features of that surface that are configured to fit within corresponding recesses, projections, and/or other features of another structure such as another surface. In one aspect a registration key can include a surface and one or more projections and/or features of, extending from, or connected to that surface that are configured to fit within corresponding recesses, projections, and/or other features of another structure such as another surface. In certain aspects, the features of the registration key may be configured to fit within, or in contact, or in close contact with those of the another structure. In one embodiment, when the two structures align the registration key has served its purpose. |
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“Anatomical structure” or “Anatomy” refers to any part or portion of a part of a body of a person, animal, or other patient. Examples of anatomical structures, include but are not limited to, a bone, bones, soft tissue, a joint, joints, a tissue surface, a protrusion, a recess, an opening, skin, hard tissue, teeth, mouth, eyes, hair, nails, fingers, toes, legs, arms, torso, vertebrae, ligaments, tendons, organs, or the like. |
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"Anatomical reference” refers to any reference(s) that is, or is on, or is in, or is otherwise associated, with an anatomical structure. Examples of anatomical structures, include but are not limited to, a bone, bones, soft tissue, a joint, joints, skin, hard tissue, teeth, mouth, eyes, hair, nails, fingers, toes, legs, arms, torso, vertebrae, ligaments, tendons, organs, a hole, a post, a plurality of holes, a plurality of posts, a fastener, a suture, a clamp, an instrument, an implant, or the like. |
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As used herein, a “condition” refers to a state of something with regard to its appearance, quality, or working order. In certain aspects, a condition may refer to a patient's state of health or physical fitness or the state of health or physical fitness of an organ or anatomical part of a patient. In certain embodiments, a condition may refer to an illness, pain, discomfort, defect, disease, or deformity of a patient or of an organ or anatomical part of a patient. (Search "condition" on wordhippo.com. WordHippo, 2021. Web. Accessed 8 Dec. 2021. Modified.) |
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"Bone condition" refers to any of a variety of conditions of bones of a patient. Generally, a bone condition refers to an orientation, position, and/or alignment of one or more bones of the patient relative to other anatomical structures of the body of the patient. Bone conditions may be caused by or result from deformities, misalignment, malrotation, fractures, joint failure, and/or the like. A bone condition includes, but is not limited to, any angular deformities of one or more bone segments in either the lower or upper extremities (for example, tibial deformities, calcaneal deformities, femoral deformities, and radial deformities). Alternatively, or in addition, “bone condition” can refer to the structural makeup and configuration of one or more bones of a patient. Thus bone condition may refer to a state or condition of regions, a thickness of a cortex, bone density, a thickness and/or porosity of internal regions (e.g. whether it is calcaneus or solid) of the bone or parts of the bone such as a head, a base, a shaft, a protuberance, a process, a lamina, a foramen, and the like of a bone, along the metaphyseal region, epiphysis region, and/or a diaphyseal region. "Malrotation" refers to a condition in which a part, typically a part of a patient's body has rotated from a normal position to an unnormal or uncommon position. |
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