Bone reconstruction and orthopedic implants
A method of constructing a patient-specific orthopedic implant comprising: (a) comparing a patient-specific abnormal bone model, derived from an actual anatomy of a patient's abnormal bone, with a reconstructed patient-specific bone model, also derived from the anatomy of the patient's bone, where the reconstructed patient-specific bone model reflects a normalized anatomy of the patient's bone, and where the patient-specific abnormal bone model reflects an actual anatomy of the patient's bone including at least one of a partial bone, a deformed bone, and a shattered bone, wherein the patient-specific abnormal bone model comprises at least one of a patient-specific abnormal point cloud and a patient-specific abnormal bone surface model, and wherein the reconstructed patient-specific bone model comprises at least one of a reconstructed patient-specific point cloud and a reconstructed patient-specific bone surface model; (b) optimizing one or more parameters for a patient-specific orthopedic implant to be mounted to the patient's abnormal bone using data output from comparing the patient-specific abnormal bone model to the reconstructed patient-specific bone model; and, (c) generating an electronic design file for the patient-specific orthopedic implant taking into account the one or more parameters.
1. A method of constructing a mass-customized orthopedic implant comprising:
identifying, in shape analysis and automatic landmarking steps, features of each bone in a statistical atlas population of bones, where the features comprise at least one of landmarks and shape features;
generating, in a feature extraction step, curvature and dimension descriptors relevant to implant design for each one in the statistical atlas population of bones using the identified features;
statistically analyzing the descriptors for each bone in the statistical atlas population of bones and grouping each bone in the statistical atlas population into one of a plurality of groups identified based at least in part upon the statistical analysis of the descriptors, in a clustering and grouping step, where each group has similar descriptors;
parameterizing, in a parameterizing step, at least one of the groups to extract parameters from the groups; and,
generating in an implant surface generation step, an electronic design file for a mass-customized orthopedic implant for the at least one of the groups using the extracted parameters for the respective at least one of the groups.
2. The method of claim 1 , further comprising fabricating the mass-customized orthopedic implant using the electronic design file.
3. The method of claim 1 , further comprising extracting three-dimensional cancellous bone features of each bone in the statistical atlas population of bones and generating a three dimensional bone model for each bone within the statistical atlas population of bones that incorporates the extracted cancellous bone features unique to that bone.
4. The method of claim 1 , further comprising:
generating an electronic design file for a mass customized implant placement guide using at least one of the extracted parameters; and
fabricating the mass customized implant placement guide using the electronic design file for the mass customized implant placement guide.