Additive smoothing of sharp concave edges on designed 3D printable polygonal mesh models
A method for designing a personalized medical device includes receiving a template design of a medical device. An image including a patient anatomical geometry is acquired. The template design is combined with the image including the patient anatomical geometry to create a custom medical device design. A region of interest encompassing the sharp concave edge is automatically identified within the custom medical device design using one or more seed points received from a user. Surface smoothing of the custom medical device design is performed within the region of interest to bolster a thickness of the custom medical device design. A 3D-printable model is obtained from the surface smoothed custom medical device design.
1. A method for designing a personalized medical device, comprising:
receiving a template design of a medical device;
acquiring an image including a patient anatomical geometry;
combining the received template design of the medical device with the acquired image including the patient anatomical geometry to create a custom medical device design;
displaying the combined image to a user;
receiving, from the user, one or more seed points indicative of a location of a sharp concave edge present within the custom medical device design;
automatically identifying, within the custom medical device design, a region of interest encompassing the sharp concave edge using the one or more seed points received from the user;
performing surface smoothing of the custom medical device design within the region of interest to bolster a thickness of the custom medical device design within the region of interest; and
obtaining a model from the surface smoothed custom medical device design.
2. The method of claim 1 , wherein the received template design of the medical device is a three-dimensional polygonal mesh model.
3. The method of claim 1 , wherein the received template design of the medical device is a computer aided design (CAD) model.
4. The method of claim 1 , wherein a computed tomography (CT) scanner is used to acquire the image including the patient's anatomical geometry and the acquired image is a CT scan.
5. The method of claim 1 , wherein one or more Boolean operators are used to combine the received template design of the medical device with the acquired image including the patient anatomical geometry.
6. The method of claim 1 , wherein the user provides two seed points indicative of the location of the sharp concave edge including a first seed point located on one side of the sharp concave edge and a second seed point located on an opposite side of the sharp concave edge.
7. The method of claim 6 , wherein automatically identifying the region of interest encompassing the sharp concave edge includes:
identifying shortest paths from the first seed point to a top and bottom boundary of the region of interest;
identifying shortest paths from the second seed point to a top and bottom boundary of the region of interest; and
identifying the region of interest as an area between the shortest paths of the first seed point and the shortest paths of the second seed point.
8. The method of claim 1 , wherein after the region of interest is automatically identified, the user is provided with an opportunity to modify the region of interest either by adding/removing sections from the region of interest or by selecting one or more replacement seed points.
9. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes performing one or more mesh fairing techniques.
10. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes performing one or more edge blending techniques.
11. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes performing one or more sphere fitting techniques.
12. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes iteratively performing additive blending and sphere fitting.
13. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes performing inflation of concave vertices.
14. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes applying anisotropic discrete filter formulation that uses local principal curvature values to detect local sharp regions and utilizing a smoothing algorithm to apply different amounts of energy minimization to different local regions within the region of interest.
15. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes performing mean curvature flow-based smoothing to preserve local features.
16. The method of claim 1 , wherein performing surface smoothing of the custom medical device design within the region of interest includes applying bilateral filters to discrete surfaces of the custom medical device design to denoise surfaces thereof while preserving sharp features.
17. The method of claim 1 , wherein the model obtained from the surface smoothed custom medical device design is a 3D-printable mesh model.
18. The method of claim 1 , further including 3D printing the model obtained from the surface smoothed custom medical device design.
19. A method for fabricating a personalized medical device, comprising:
receiving a template design of a medical device;
acquiring an image including a patient anatomical geometry;
combining the received template design of the medical device with the acquired image including the patient anatomical geometry to create a custom medical device design;
identifying, within the custom medical device design, a region of interest encompassing a sharp concave edge using one or more seed points received from a user;
performing surface smoothing of the custom medical device design within the region of interest to bolster a thickness of the custom medical device design within the region of interest; and
three-dimensional (3D) printing the surface-smoothed custom medical device design.
20. A computer system comprising:
a processor; and
a non-transitory, tangible, program storage medium, readable by the computer system, embodying a program of instructions executable by the processor to perform method steps for designing a personalized medical device, the method comprising:
receiving a template design of a medical device;
acquiring an image including a patient anatomical geometry;
combining the received template design of the medical device with the acquired image including the patient anatomical geometry to create a custom medical device design;
identifying, within the custom medical device design, a region of interest encompassing a sharp concave edge using one or more seed points received from a user;
performing surface smoothing of the custom medical device design within the region of interest to bolster a thickness of the custom medical device design within the region of interest; and
three-dimensional (3D) printing the surface-smoothed custom medical device design.