This paper takes the reader into the field of reconstructing a missing distal region of a 3D humerus model, partially reconstructed from CT scans, using a mean model. As clinicians utilize modern medical imaging methods, some of them utilize X-rays, which are deemed to be harmful for the patient. Therefore, CT scans are usually limited to only the region necessary for the diagnosis. On the other hand, the clin- icians need to gather as much imaging data as possible to enable exploring new possibilities, for instance biomechanical analysis, patient specific bone reconstruc- tion surgery planning, and personalized implant design. The goal of this thesis is to propose a new approach to reconstructing the full 3D surface model of a patient- specific humerus bone based on a partial model rendered from a typical shoulder CT scan showing only the proximal humerus.
Anotace v angličtině
This paper takes the reader into the field of reconstructing a missing distal region of a 3D humerus model, partially reconstructed from CT scans, using a mean model. As clinicians utilize modern medical imaging methods, some of them utilize X-rays, which are deemed to be harmful for the patient. Therefore, CT scans are usually limited to only the region necessary for the diagnosis. On the other hand, the clin- icians need to gather as much imaging data as possible to enable exploring new possibilities, for instance biomechanical analysis, patient specific bone reconstruc- tion surgery planning, and personalized implant design. The goal of this thesis is to propose a new approach to reconstructing the full 3D surface model of a patient- specific humerus bone based on a partial model rendered from a typical shoulder CT scan showing only the proximal humerus.
Klíčová slova
3D models,Slicer,Python,Mesh reconstruction,Bone reconstruction,Surface models
Klíčová slova v angličtině
3D models,Slicer,Python,Mesh reconstruction,Bone reconstruction,Surface models
Rozsah průvodní práce
69 stran (zhruba 92 500 znaků)
Jazyk
AN
Anotace
This paper takes the reader into the field of reconstructing a missing distal region of a 3D humerus model, partially reconstructed from CT scans, using a mean model. As clinicians utilize modern medical imaging methods, some of them utilize X-rays, which are deemed to be harmful for the patient. Therefore, CT scans are usually limited to only the region necessary for the diagnosis. On the other hand, the clin- icians need to gather as much imaging data as possible to enable exploring new possibilities, for instance biomechanical analysis, patient specific bone reconstruc- tion surgery planning, and personalized implant design. The goal of this thesis is to propose a new approach to reconstructing the full 3D surface model of a patient- specific humerus bone based on a partial model rendered from a typical shoulder CT scan showing only the proximal humerus.
Anotace v angličtině
This paper takes the reader into the field of reconstructing a missing distal region of a 3D humerus model, partially reconstructed from CT scans, using a mean model. As clinicians utilize modern medical imaging methods, some of them utilize X-rays, which are deemed to be harmful for the patient. Therefore, CT scans are usually limited to only the region necessary for the diagnosis. On the other hand, the clin- icians need to gather as much imaging data as possible to enable exploring new possibilities, for instance biomechanical analysis, patient specific bone reconstruc- tion surgery planning, and personalized implant design. The goal of this thesis is to propose a new approach to reconstructing the full 3D surface model of a patient- specific humerus bone based on a partial model rendered from a typical shoulder CT scan showing only the proximal humerus.
Klíčová slova
3D models,Slicer,Python,Mesh reconstruction,Bone reconstruction,Surface models
Klíčová slova v angličtině
3D models,Slicer,Python,Mesh reconstruction,Bone reconstruction,Surface models
Zásady pro vypracování
Describe the problem of reconstructing missing distal regions of a surface model based on an available generic model.
Analyze existing methods for surface model registration, with a focus on the methods relevant to this problem, which have an available implementation.
Propose a solution for reconstructing the missing parts of the model using the methods described above.
Implement and deploy the solution to the 3D Slicer application.
Perform testing of the proposed solution and discuss the results.
Zásady pro vypracování
Describe the problem of reconstructing missing distal regions of a surface model based on an available generic model.
Analyze existing methods for surface model registration, with a focus on the methods relevant to this problem, which have an available implementation.
Propose a solution for reconstructing the missing parts of the model using the methods described above.
Implement and deploy the solution to the 3D Slicer application.
Perform testing of the proposed solution and discuss the results.