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327
Research Article
International Journal of Current Engineering and Technology
ISSN 2277 - 4106
© 2013 INPRESSCO. All Rights Reserved.
Available at http://inpressco.com/category/ijcet
Three-Dimensional (3D) Modeling of the Knee And Designing of Custom made
Knee Implant Using Mimics Software
Ravikant Kamala*
and D. Ashok Kumara
a
Department of Biomedical Engineering, SRM University, Kattankulathur, Tamil Nadu, India.
Accepted 20 March 2013, Available online 1June 2013, Vol.3, No.2 (June 2013)
Abstract
Osteoarthritis is thedisease which occursdueto degeneration of thecartilages. The disease cannot be completely cured
but the total kneereplacement implantscan delay thedegenerationand reduces thepain in osteoarthritis case. Modeling
of naturalknee anddesigningthe kneeimplanthave been triedearlier usinga CAD model but the accuracy of the model
was compromisedin termsof matching theexact geometry of the knee. Due to constantly varying curvature of medial
and lateral condyle forevery person, the kneeimplantdesignrequires a reverse engineeringapproach in order to design
an accurate knee implant for thepatients. In this paper, CT/MRIimages were usedas an input data for modeling of the
knee which has produced an accurate model of the distal femur and proximal tibia using MIMICS software .
Segmentation usingreliable profile line function was used in order to achieve an exact 2D surface which was further
stacked together to convert it into 3D geometry. Custom made design for the knee bone was attempted here, which
mimics the exact curvature required for the specific patient. The knee model and the custom made design were also
meshed in case of further finite element analysis .
Keywords: Mimics, Profile Line, Reverse Engineering, Segmentation.
1. Introduction
1
The human knee is the largest joint present in the body.
Due to its non uniform and complex structure, it has been
a difficult task for researchers to build a 3D model of the
knee over the years. The first ever knee model was
designedfor FE analysis was in 1983, after a decade of FE
establishment in research work(Huiskes R et al,1983).
Computer assisted models (CAD) have been used to build
a 3D model of the knee for a long time now. Based on 3D
measurements of the knee model, total knee replacement
implant was designed but the complete recovery of the
knee after the implant fixation was remain a challenging
task for researchers. Recently in 2012, Hybrid
segmentationmethod, followed by a statistical model with
fine segmentation was used for the purpose of designing
an accurate 3D model, which was supported by fast
marching algorithm by Ringehbech(Ringebach et al,2012).
In this paper, with the goal of designing an accurate model
of the knee joint (distal femur and proximal tibia) for FE
analysis, we have used MIMICS software. Including the
3D knee model, the total knee replacement implant was
designed using reverse engineering, supported by
MIMICS software. Accuracy of the model can be reliable
because it uses CT/MRI images as an input data to design
*Corresponding author: Ravikant Kamal
the 3D surface through stacking up 2D data in
synchronized manner (G Mallesh et al,2012).
2. Materials and Methods
A CT image with 0.99 mm thickness of Indian male was
imported into MIMICS software. MIMICS works on the
concept of stacking the two-dimensional images in order
to convert it into three -dimensional images. The
procedure of segmenting the knee joint begins with
cropping the CT images in all three views (Sagittal,
coronal and axial)( Zhang MC et al,2003). Cropping
operation reduces the chances of segmenting unwanted
geometry and fixes the region of interest that has to be a
segment of the remaining part. Profile line was drawn in
axial view between two extremities of cortical bone in the
distal femur part (Fig 1 )
Based on profileline value, which gives the Hounsfield
unit variation over the line drawn; thresholding operation
was performed to create a mask which connects all the
regions of the same threshold range. The green mask was
createdautomaticallywhich falls inside the croppedregion
after the accomplishment of thresholding operation
(Fig 2).
Termination of any connectivity of neighboring pixels
using multi-slice editing between distal femur and tibia
enables region growing operation (fig 3). While operating
region growing function, termination of all connectivity
Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013)
328
Fig 1: Profile line drawn on axial view.
Fig 2 : Creating a mask using threshold operation .
between distal femur and proximal tibia part should be
strictly followed. Calculate 3D function was called to
convert the green mask into three-dimensional surface
(fig4) Center line was drawn in distal femur part using
MED CAD tools in order to find the curvature tilt in the
medial and lateral part of the structure.
Fig 3: Region growing operation
Once after obtaining the three-dimensional (3D) surface,
the geometry was selected to do the remeshing operation
in MIMICS remesher, which starts with smoothening
operationwith the factor of 0.4. Height/base (A) parameter
was used to check the qualities of the triangles with good
triangles contain the quality of one and bad triangles
contain the quality of zero. Part quality sheet was enabled
in order to fix the histogram value accordingly and arrange
the triangles quality data. Initiallyafter surface calculation
Fig 4: 3D view of the knee
in order to fix the histogram value accordingly and arrange
the triangles quality data. Initiallyafter surface calculation
numbers of triangles presented in the surface were very
high to perform any FE task, triangle reduction was done
using normal method in two consecutive steps for edge
and point reduction. Parameter chosen for the point
reduction and edge reduction were chosen as tolerance of
0.1 with angle 15(degrees) and the number of iteration as
5. Split based method was selected for auto remeshing
where the minimum edge length and maximum edge
length was assigned to 2.5 and 4 respectively. After
satisfying with mesh quality self intersection test was
called in case of intersection triangle, the mesh was
successfully exported into the mimics again (fig 5).
STL supported surface mesh was imported in Abaqus
after converting it into .Inp file in Mimics. The edit mesh
option was used to convert a triangle mesh into the
tetrahedral mesh in order to convert surface mesh into
volume mesh (G Mallesh et al, 2012)and then it was
imported again in MIMICS using FEA tools to assign the
material properties. Bone density varies in distal femur
and tibial part significantly, as cortical bone which mostly
lies outside periphery and cancellous which has more of
spongy character, lies inside the cortical region. MIMICS
provides an accurate way to assign the materials in the
bony regions as it based on Hounsfield variation in input
CT images. In presenting cases, 10 materials were
assigned based on Hounsfield variations which were
shown previously in (Fig 5).
Condyle surface of the knee joint varies for different
population over the world , in fact the researches has
shown the condyle surfaces varies person to person(G
Mallesh et al,2012) ; however the implant used in case of
total knee replacement has its own limitation in terms of
gender and size. Customization of the knee implant was
tried after achieving three-dimensional geometry in this
work. Reverse engineering process (Vinesh Raja )was
adopted to build the implant which exactly mimics the
bone curvature and guarantees the complete fixationof the
implant. MIMICS has the option of the osteotomy wizard
where the virtual arthroplasty procedure was done.
Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013)
329
Fig 5: Remeshingoperation using mimics remesher tools.
The desired condyle part was cut from the original distal
femoral bone with thickness 10mm and imported in CAD
for converting it in to implant (Fig 6-7).
Fig 6: Cutting the condyle region
Fig 7: Assembling the femoral part with custom fit.
Bone cut can be done using plane cut or freeform curve
cut. The free form curve cut can be only operated in case
of the curve drawn does not touch the geometry which has
to be removed. Increasing the extension value the condyle
part was removed from the original bone. Similar
operation was done for the proximal tibia part where the
thickness of bone cut was limited to 4mm ( Fig 8,9).
Femoral and tibial implant was remeshed with similar
manner as before. Assemblyof implant with distal femoral
and proximal tibia (Andrew R et al,2010), was also done
in the osteotomy wizard manually.
Fig 8: Tibial bone cuts.
Fig 9 :Placing tibial part over tibial plateau.
3. Results
3D Segmentation of the knee was achieved, which was
founded more accurate and real than any CAD model. The
concept of using CT/MRI images as input data supports
the accuracy and reliability of the model. Using Boolean
operation the distal femur was easily separable from the
tibial part. Center line operation with polyline function
describedthe medial part is more tilted towards the center
of the line compared to lateral part. The center line length
of lateral to the medial part of distal femur was found
68.66 mm (Fig 10). Hence the quality of original knee
joint was preserved during the bone cut and implant
fixation by minimal and very precise bone cut.
Triangles of bad quality were reduced significantly in
order to make model accessible for analysis using Abaqus.
MIMICS provided an efficient anduser friendlymethod to
mesh the surface of the knee joint in STL format, which
was easily converted into a volume mesh in Abaqus by
convertingtriangular mesh into tetrahedral mesh. Result of
Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013)
330
FE analysis is widely dependent on the accurate material
Fig 10: Center line drawn on 3D geometry of knee
assignment. The idea of assigning material based on the
basis of Hounsfield variation on FE model, gives the
freedom of including all significant changes in bone
density (Fig 11); here in the present case distal femur and
tibial bone was assigned 10 different materials based on
the geometry and a Hounsfield unit variation of bone.
Fig 11 :Material properties assigned using mimics.
Implant designed using the reverse engineering procedure
in mimics was found exactly negative to the patients distal
femoral and proximal tibial bone. Curvature of the condyle
part was exactly matched to the parent bone; providing the
patient almost natural degree of motion in flexion and
extension case.
Conclusion
The study reveals that the segmentation based on CT/MRI
images helped to get the more accurate geometry of distal
femur and proximal tibia bone. Segmentationsupported by
thresholding and profile line function ensured that only
desired part involved in the knee model. Converting the
geometry into surface mesh and importing it in STL
format can be used to validate the knee model along finite
element analysis. The Unique approach of material
assignment with Hounsfield value adds the reliability of
exact results in case of finite element analysis. Draw
Polyline and center line fit operations were very
effectively used to examine the medial and lateral
curvature. The further polyline function can be smartly
used to create the surface and can be imported in order to
convert the surface into customized implant. Another
effective method that's used here in this work was the
concept of reverse engineering in order to improve the
implant design and make it more customized.
References
Huiskes R, Chaos EY (1983), A survey of finite element analysis
in orthopedic biomechanics: the first decade;16 (6): 385-409
Hung-Shyoong Chen , Tsai Yau Bin and Chyouhwu Jung
(2012), The Critical Dimension of Femoral for Custom –made
Total Knee Arthoplasty by application of Gemoetric
Modeling,Life Science Journal
Ringebach, and Alex Schwangli (2012) , Tobias A robust an
accurate segmentation of knee bones from CT data. Biomed
Tec 2012;57
Ola LA Harrison, Yassir A Hosni and Jamal F. Nayfeh (2007)
,Custom-designed Orthopaedic implants evaluated using finite
element analysis of patient specific computed tomographic
data: femoral component case study.
G Mallesh and Sanjay .S.J (2012),Finite Element Modeling and
Analysis of Prosthetic Knee Joint (ISSN 2250-2459, Volume
2, Issue 8.
Reverse Engineering: An Industrial perspective by Vinesh Raja
and Kiran Jude Fernades, page 189-194.
Manglam Sankupellay, Selvanthan Narainsamy , Nadia Binti
Mohd. Ismail Simulation of implant fitting in the femur bone
Sunway Academic Journal, 2. pp. 67-75
Andrew R. Hopkins, Andrew M. New, Ferdinando Rodriguez-y-
Baena and Mark Taylor (2010),Finite element analysis of
unicompartmental knee arthroplasty Medical Engineering &
Physics 32 (2010) 14–21
Three-dimensional Reconstruction for Medical-CAD Modeling
B. Starly Z. Fang W. Sun Computer-Aided Design &
Applications, Vol. 2, Nos. 1-4, 2005, pp 431-438
Zhang MC, Zhao WD, Yuan L, Li JY, Tang L, Zhong SZ ,
Three-dimensional reconstruction of the knee joint of digitized
Virtual Chinese Male No.1 by finite element simulation Di 1
jun yi da xue xue bao = Academic Journal of the First
Medical College of PLA [2003, 23(6):527-529

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mimics.pdf

  • 1. 327 Research Article International Journal of Current Engineering and Technology ISSN 2277 - 4106 © 2013 INPRESSCO. All Rights Reserved. Available at http://inpressco.com/category/ijcet Three-Dimensional (3D) Modeling of the Knee And Designing of Custom made Knee Implant Using Mimics Software Ravikant Kamala* and D. Ashok Kumara a Department of Biomedical Engineering, SRM University, Kattankulathur, Tamil Nadu, India. Accepted 20 March 2013, Available online 1June 2013, Vol.3, No.2 (June 2013) Abstract Osteoarthritis is thedisease which occursdueto degeneration of thecartilages. The disease cannot be completely cured but the total kneereplacement implantscan delay thedegenerationand reduces thepain in osteoarthritis case. Modeling of naturalknee anddesigningthe kneeimplanthave been triedearlier usinga CAD model but the accuracy of the model was compromisedin termsof matching theexact geometry of the knee. Due to constantly varying curvature of medial and lateral condyle forevery person, the kneeimplantdesignrequires a reverse engineeringapproach in order to design an accurate knee implant for thepatients. In this paper, CT/MRIimages were usedas an input data for modeling of the knee which has produced an accurate model of the distal femur and proximal tibia using MIMICS software . Segmentation usingreliable profile line function was used in order to achieve an exact 2D surface which was further stacked together to convert it into 3D geometry. Custom made design for the knee bone was attempted here, which mimics the exact curvature required for the specific patient. The knee model and the custom made design were also meshed in case of further finite element analysis . Keywords: Mimics, Profile Line, Reverse Engineering, Segmentation. 1. Introduction 1 The human knee is the largest joint present in the body. Due to its non uniform and complex structure, it has been a difficult task for researchers to build a 3D model of the knee over the years. The first ever knee model was designedfor FE analysis was in 1983, after a decade of FE establishment in research work(Huiskes R et al,1983). Computer assisted models (CAD) have been used to build a 3D model of the knee for a long time now. Based on 3D measurements of the knee model, total knee replacement implant was designed but the complete recovery of the knee after the implant fixation was remain a challenging task for researchers. Recently in 2012, Hybrid segmentationmethod, followed by a statistical model with fine segmentation was used for the purpose of designing an accurate 3D model, which was supported by fast marching algorithm by Ringehbech(Ringebach et al,2012). In this paper, with the goal of designing an accurate model of the knee joint (distal femur and proximal tibia) for FE analysis, we have used MIMICS software. Including the 3D knee model, the total knee replacement implant was designed using reverse engineering, supported by MIMICS software. Accuracy of the model can be reliable because it uses CT/MRI images as an input data to design *Corresponding author: Ravikant Kamal the 3D surface through stacking up 2D data in synchronized manner (G Mallesh et al,2012). 2. Materials and Methods A CT image with 0.99 mm thickness of Indian male was imported into MIMICS software. MIMICS works on the concept of stacking the two-dimensional images in order to convert it into three -dimensional images. The procedure of segmenting the knee joint begins with cropping the CT images in all three views (Sagittal, coronal and axial)( Zhang MC et al,2003). Cropping operation reduces the chances of segmenting unwanted geometry and fixes the region of interest that has to be a segment of the remaining part. Profile line was drawn in axial view between two extremities of cortical bone in the distal femur part (Fig 1 ) Based on profileline value, which gives the Hounsfield unit variation over the line drawn; thresholding operation was performed to create a mask which connects all the regions of the same threshold range. The green mask was createdautomaticallywhich falls inside the croppedregion after the accomplishment of thresholding operation (Fig 2). Termination of any connectivity of neighboring pixels using multi-slice editing between distal femur and tibia enables region growing operation (fig 3). While operating region growing function, termination of all connectivity
  • 2. Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013) 328 Fig 1: Profile line drawn on axial view. Fig 2 : Creating a mask using threshold operation . between distal femur and proximal tibia part should be strictly followed. Calculate 3D function was called to convert the green mask into three-dimensional surface (fig4) Center line was drawn in distal femur part using MED CAD tools in order to find the curvature tilt in the medial and lateral part of the structure. Fig 3: Region growing operation Once after obtaining the three-dimensional (3D) surface, the geometry was selected to do the remeshing operation in MIMICS remesher, which starts with smoothening operationwith the factor of 0.4. Height/base (A) parameter was used to check the qualities of the triangles with good triangles contain the quality of one and bad triangles contain the quality of zero. Part quality sheet was enabled in order to fix the histogram value accordingly and arrange the triangles quality data. Initiallyafter surface calculation Fig 4: 3D view of the knee in order to fix the histogram value accordingly and arrange the triangles quality data. Initiallyafter surface calculation numbers of triangles presented in the surface were very high to perform any FE task, triangle reduction was done using normal method in two consecutive steps for edge and point reduction. Parameter chosen for the point reduction and edge reduction were chosen as tolerance of 0.1 with angle 15(degrees) and the number of iteration as 5. Split based method was selected for auto remeshing where the minimum edge length and maximum edge length was assigned to 2.5 and 4 respectively. After satisfying with mesh quality self intersection test was called in case of intersection triangle, the mesh was successfully exported into the mimics again (fig 5). STL supported surface mesh was imported in Abaqus after converting it into .Inp file in Mimics. The edit mesh option was used to convert a triangle mesh into the tetrahedral mesh in order to convert surface mesh into volume mesh (G Mallesh et al, 2012)and then it was imported again in MIMICS using FEA tools to assign the material properties. Bone density varies in distal femur and tibial part significantly, as cortical bone which mostly lies outside periphery and cancellous which has more of spongy character, lies inside the cortical region. MIMICS provides an accurate way to assign the materials in the bony regions as it based on Hounsfield variation in input CT images. In presenting cases, 10 materials were assigned based on Hounsfield variations which were shown previously in (Fig 5). Condyle surface of the knee joint varies for different population over the world , in fact the researches has shown the condyle surfaces varies person to person(G Mallesh et al,2012) ; however the implant used in case of total knee replacement has its own limitation in terms of gender and size. Customization of the knee implant was tried after achieving three-dimensional geometry in this work. Reverse engineering process (Vinesh Raja )was adopted to build the implant which exactly mimics the bone curvature and guarantees the complete fixationof the implant. MIMICS has the option of the osteotomy wizard where the virtual arthroplasty procedure was done.
  • 3. Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013) 329 Fig 5: Remeshingoperation using mimics remesher tools. The desired condyle part was cut from the original distal femoral bone with thickness 10mm and imported in CAD for converting it in to implant (Fig 6-7). Fig 6: Cutting the condyle region Fig 7: Assembling the femoral part with custom fit. Bone cut can be done using plane cut or freeform curve cut. The free form curve cut can be only operated in case of the curve drawn does not touch the geometry which has to be removed. Increasing the extension value the condyle part was removed from the original bone. Similar operation was done for the proximal tibia part where the thickness of bone cut was limited to 4mm ( Fig 8,9). Femoral and tibial implant was remeshed with similar manner as before. Assemblyof implant with distal femoral and proximal tibia (Andrew R et al,2010), was also done in the osteotomy wizard manually. Fig 8: Tibial bone cuts. Fig 9 :Placing tibial part over tibial plateau. 3. Results 3D Segmentation of the knee was achieved, which was founded more accurate and real than any CAD model. The concept of using CT/MRI images as input data supports the accuracy and reliability of the model. Using Boolean operation the distal femur was easily separable from the tibial part. Center line operation with polyline function describedthe medial part is more tilted towards the center of the line compared to lateral part. The center line length of lateral to the medial part of distal femur was found 68.66 mm (Fig 10). Hence the quality of original knee joint was preserved during the bone cut and implant fixation by minimal and very precise bone cut. Triangles of bad quality were reduced significantly in order to make model accessible for analysis using Abaqus. MIMICS provided an efficient anduser friendlymethod to mesh the surface of the knee joint in STL format, which was easily converted into a volume mesh in Abaqus by convertingtriangular mesh into tetrahedral mesh. Result of
  • 4. Ravikant Kamal et al International Journal ofCurrent Engineering and Technology,Vol.3, No.2 (June 2013) 330 FE analysis is widely dependent on the accurate material Fig 10: Center line drawn on 3D geometry of knee assignment. The idea of assigning material based on the basis of Hounsfield variation on FE model, gives the freedom of including all significant changes in bone density (Fig 11); here in the present case distal femur and tibial bone was assigned 10 different materials based on the geometry and a Hounsfield unit variation of bone. Fig 11 :Material properties assigned using mimics. Implant designed using the reverse engineering procedure in mimics was found exactly negative to the patients distal femoral and proximal tibial bone. Curvature of the condyle part was exactly matched to the parent bone; providing the patient almost natural degree of motion in flexion and extension case. Conclusion The study reveals that the segmentation based on CT/MRI images helped to get the more accurate geometry of distal femur and proximal tibia bone. Segmentationsupported by thresholding and profile line function ensured that only desired part involved in the knee model. Converting the geometry into surface mesh and importing it in STL format can be used to validate the knee model along finite element analysis. The Unique approach of material assignment with Hounsfield value adds the reliability of exact results in case of finite element analysis. Draw Polyline and center line fit operations were very effectively used to examine the medial and lateral curvature. The further polyline function can be smartly used to create the surface and can be imported in order to convert the surface into customized implant. Another effective method that's used here in this work was the concept of reverse engineering in order to improve the implant design and make it more customized. References Huiskes R, Chaos EY (1983), A survey of finite element analysis in orthopedic biomechanics: the first decade;16 (6): 385-409 Hung-Shyoong Chen , Tsai Yau Bin and Chyouhwu Jung (2012), The Critical Dimension of Femoral for Custom –made Total Knee Arthoplasty by application of Gemoetric Modeling,Life Science Journal Ringebach, and Alex Schwangli (2012) , Tobias A robust an accurate segmentation of knee bones from CT data. Biomed Tec 2012;57 Ola LA Harrison, Yassir A Hosni and Jamal F. Nayfeh (2007) ,Custom-designed Orthopaedic implants evaluated using finite element analysis of patient specific computed tomographic data: femoral component case study. G Mallesh and Sanjay .S.J (2012),Finite Element Modeling and Analysis of Prosthetic Knee Joint (ISSN 2250-2459, Volume 2, Issue 8. Reverse Engineering: An Industrial perspective by Vinesh Raja and Kiran Jude Fernades, page 189-194. Manglam Sankupellay, Selvanthan Narainsamy , Nadia Binti Mohd. Ismail Simulation of implant fitting in the femur bone Sunway Academic Journal, 2. pp. 67-75 Andrew R. Hopkins, Andrew M. New, Ferdinando Rodriguez-y- Baena and Mark Taylor (2010),Finite element analysis of unicompartmental knee arthroplasty Medical Engineering & Physics 32 (2010) 14–21 Three-dimensional Reconstruction for Medical-CAD Modeling B. Starly Z. Fang W. Sun Computer-Aided Design & Applications, Vol. 2, Nos. 1-4, 2005, pp 431-438 Zhang MC, Zhao WD, Yuan L, Li JY, Tang L, Zhong SZ , Three-dimensional reconstruction of the knee joint of digitized Virtual Chinese Male No.1 by finite element simulation Di 1 jun yi da xue xue bao = Academic Journal of the First Medical College of PLA [2003, 23(6):527-529