System and method for image segmentation in generating computer models of a joint to undergo arthroplasty
A custom arthroplasty guide and a method of manufacturing such a guide are disclosed herein. The method of manufacturing the custom arthroplasty guide includes: a) generating medical imaging slices of the portion of the patient bone; b) identifying landmarks on bone boundaries in the medical imaging slices; c) providing model data including image data associated with a bone other than the patient bone; d) adjusting the model data to match the landmarks; e) using the adjusted model data to generate a three dimensional computer model of the portion of the patient bone; f) using the three dimensional computer model to generate design data associated with the custom arthroplasty guide; and g) using the design data in manufacturing the custom arthroplasty guide.
1. A method for pre-operative planning for an arthroplasty procedure for a patient bone in an arthroplasty target area, the method comprising:
receiving scan data associated with the patient bone corresponding to the arthroplasty target area, the scan data captured using a medical scanning system;
generating a model of the patient bone from a golden template that has been modified using the scan data, the golden template being associated with an exemplary bone;
generating preoperative planning data from the model, the preoperative planning data corresponding to an arthroplasty implant to repair at least a portion of a joint associated with the patient bone; and
generating a treatment based on the preoperative planning data, the treatment including a bone resectioning plan for the arthroplasty target area to prepare the arthroplasty target area based on the arthroplasty implant.
2. The method of claim 1 , wherein the scan data includes image slices of the patient bone.
3. The method of claim 1 , wherein the model of the patient bone is generated based on landmarks associated with the patient bone in the scan data.
4. The method of claim 1 , wherein the exemplary bone is a bone type that is the same as the patient bone and is representative of what is considered to be non-diseased and non-damaged with respect to the bone type.
5. The method of claim 1 , wherein the golden template is modified by mapping the golden template to the scan data.
6. The method of claim 1 , wherein the model is modified to represent a non-diseased state of the patient bone.
7. The method of claim 1 , wherein the bone resectioning plan includes at least one of cutting, drilling, reaming, or resurfacing the arthroplasty target area.
8. The method of claim 1 , wherein one or more machines are guided with a computer based on the bone resectioning plan.
9. A method for pre-operative planning for an arthroplasty procedure for a patient bone in an arthroplasty target area, the method comprising:
receiving scan data associated with the patient bone corresponding to the arthroplasty target area, the scan data captured using a medical scanning system;
identifying one or more landmarks in the scan data;
obtaining golden bone data associated with an exemplary bone;
generating a patient model of at least a portion of the patient bone by modifying the golden bone data using the one or more landmarks in the scan data;
generating a non-diseased state of the patient model; and
generating preoperative planning data from the non-diseased state of the patient model, the preoperative planning data corresponding to an arthroplasty implant to repair at least a portion of a joint associated with the patient bone.
10. The method of claim 9 , wherein the repair includes restoring the joint to at least one of natural alignment or zero mechanical axis alignment.
11. The method of claim 9 , wherein the scan data includes image slices of the patient bone.
12. The method of claim 9 , wherein the golden bone data includes a model of the exemplary bone.
13. The method of claim 9 , wherein the golden bone data is modified by mapping the golden bone data to the scan data using the one or more landmarks.
14. The method of claim 9 , wherein bone resection planning data is generated based on the preoperative planning data and specifying a treatment to prepare the arthroplasty target area for the arthroplasty implant.
15. A method for pre-operative planning for an arthroplasty procedure for a patient bone in an arthroplasty target area, the method comprising:
receiving scan data associated with the patient bone corresponding to the arthroplasty target area, the scan data captured using a medical scanning system;
generating a patient model of at least a portion of the patient bone from golden bone data that has been modified by mapping the golden bone data to the scan data using one or more landmarks, the golden bone data being associated with an exemplary bone, the patient model corresponding to a non-diseased state of the patient bone; and
generating preoperative planning data from the patient model, the preoperative planning data corresponding to an arthroplasty implant to repair at least a portion of a joint associated with the patient bone.
16. The method of claim 15 , wherein the golden bone data includes a model of the exemplary bone.
17. The method of claim 15 , wherein the patient model is generated using one or more curves modified to match the one or more landmarks.
18. The method of claim 17 , wherein the one or more curves are generated from a golden bone mesh of the golden bone data, the golden bone mesh being deformed to match the one or more landmarks.
19. The method of claim 15 , wherein bone resection planning data is generated based on the preoperative planning data and specifying a treatment to prepare the arthroplasty target area for the arthroplasty implant.
20. The method of claim 19 , wherein one or more machines are guided with a computer based on the bone resectioning planning data.