Surface-based rigid registration using a global optimization algorithm for assessment of MRI knee cartilage thickness changes
•An approach for globally solving the 3D rigid registration problem is proposed.•The method was used for assessment for MRI knee cartilage thickness changes.•The method was evaluated on MR images from porcine knees and human knees.•Experimental results show the effectiveness of our approach. Registr...
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| Vydáno v: | Biomedical Signal Processing and Control Ročník 18; s. 303 - 316 |
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| Médium: | Journal Article |
| Jazyk: | angličtina japonština |
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01.04.2015
Elsevier BV |
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| ISSN: | 1746-8094 |
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| Abstract | •An approach for globally solving the 3D rigid registration problem is proposed.•The method was used for assessment for MRI knee cartilage thickness changes.•The method was evaluated on MR images from porcine knees and human knees.•Experimental results show the effectiveness of our approach.
Registration methods have become an important tool in many medical applications. Existing methods require a good initial estimation (transformation) in order to find a global solution, i.e., if the initial estimation is far from the actual solution, incorrect solution or mismatching is very likely. In contrast, this paper presents a novel approach for globally solving the three dimensional (3D) rigid registration problem. The registration is grounded on a mathematical theory—Lipschitz optimization. It achieves a guaranteed global optimality with a rough initial estimation (e.g., even a random guess). Moreover, Munkres assignment algorithm is used to find the point correspondences. It applies the distance matrix to find an optimal correspondence. Our method is evaluated and demonstrated on MR images from porcine knees and human knees. Compared with state-of-the-art methods, the proposed technique is more robust, more accurate to perform point to point comparisons of knee cartilage thickness values for follow-up studies on the same subject. |
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| AbstractList | •An approach for globally solving the 3D rigid registration problem is proposed.•The method was used for assessment for MRI knee cartilage thickness changes.•The method was evaluated on MR images from porcine knees and human knees.•Experimental results show the effectiveness of our approach.
Registration methods have become an important tool in many medical applications. Existing methods require a good initial estimation (transformation) in order to find a global solution, i.e., if the initial estimation is far from the actual solution, incorrect solution or mismatching is very likely. In contrast, this paper presents a novel approach for globally solving the three dimensional (3D) rigid registration problem. The registration is grounded on a mathematical theory—Lipschitz optimization. It achieves a guaranteed global optimality with a rough initial estimation (e.g., even a random guess). Moreover, Munkres assignment algorithm is used to find the point correspondences. It applies the distance matrix to find an optimal correspondence. Our method is evaluated and demonstrated on MR images from porcine knees and human knees. Compared with state-of-the-art methods, the proposed technique is more robust, more accurate to perform point to point comparisons of knee cartilage thickness values for follow-up studies on the same subject. |
| Author | Guo, Haoyan Tamura, Shinichi Wang, Jinke Wang, Yadong Cheng, Yuanzhi Guo, Changyong |
| Author_xml | – sequence: 1 givenname: Changyong surname: Guo fullname: Guo, Changyong organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China – sequence: 2 givenname: Yuanzhi surname: Cheng fullname: Cheng, Yuanzhi email: yzcheng@hitwh.edu.cn organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China – sequence: 3 givenname: Haoyan surname: Guo fullname: Guo, Haoyan organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China – sequence: 4 givenname: Jinke surname: Wang fullname: Wang, Jinke organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China – sequence: 5 givenname: Yadong surname: Wang fullname: Wang, Yadong organization: School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China – sequence: 6 givenname: Shinichi surname: Tamura fullname: Tamura, Shinichi organization: Center for Advanced Medical Engineering and Informatics, Osaka University, Suita 565-0871, Japan |
| BackLink | https://cir.nii.ac.jp/crid/1871991018183560320$$DView record in CiNii |
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| Cites_doi | 10.1002/mrm.1910390522 10.1109/TBME.2003.814539 10.1137/0105003 10.1002/1522-2594(200010)44:4<592::AID-MRM13>3.0.CO;2-J 10.1136/ard.16.4.494 10.1007/s11263-008-0168-y 10.1002/art.37987 10.1007/BF00054998 10.1080/02533839.2012.625150 10.1137/0709036 10.1016/j.ejrad.2012.03.024 10.1109/34.121791 10.1016/j.arth.2006.11.023 10.1016/S0021-9290(99)00130-X 10.1109/42.759119 10.1016/j.cviu.2011.10.009 10.1016/j.media.2007.08.002 10.1109/34.982886 10.1109/TBME.2008.925679 10.1016/j.orthres.2004.10.001 10.1016/j.joca.2006.03.004 10.1007/BF00127819 |
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| Keywords | Changes over time Global optimization Femoral cartilage Cartilage segmentation Registration |
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| References | Cheng, Jin, Tanaka, Guo, Tamurad (bib0280) 2012; 35 West, Fitzpatrick, Wang, Dawant, Maurer, Kessler, Maciunas (bib0245) 1999; 18 Shubert (bib0200) 1972; 9 Goto, Moritomo, Murase, Oka, Sugamoto, Arimura, Masumoto, Tamura, Yoshikawa, Ochi (bib0240) 2005; 23 Alpert, Bradshaw, Kennedy, Correia (bib0205) 1990; 31 Besl, McKay (bib0215) 1992; 14 Herberhold, Stammberger, Faber, Putz, Englmeier, Reiser, Eckstein (bib0185) 1998; 39 Mountney, Karamfiles, Farrugia, Sikorski (bib0225) 2007; 22 Stammberger, Hohe, Englmeier, Reiser, Eckstein (bib0220) 2000; 44 Kellgren, Lawrence (bib0175) 1957; 16 Feldmar, Ayache (bib0255) 1996; 18 Guo, Wu, Dai, Jiang, Shen (bib0235) 2012 Sanromà, Alquézar, Serratosa (bib0230) 2012; 116 Sharp, Lee, Wehe (bib0260) 2002; 24 Williams, Taylor, Gao, Waterton (bib0155) 2003 Carballido-Gamio, Bauer, Stahl, Lee, Krause, Link, Majumdar (bib0150) 2008; 12 Jaremko, Cheng, Lambert, Habib, Ronsky (bib0165) 2006; 14 Munkres (bib0195) 1957; 5 Ge, Cheng, Bi, Guo, Bai, Tamurad (bib0285) 2012; 81 Slavinsky, Ozhinsky, Majumdar (bib0275) 2003 Kauffmann, Gravel, Godbout, Gravel, Beaudoin, Raynauld, Martel-Pelletier, Pelletier, de Guise (bib0160) 2003; 50 Chua, Jarvis (bib0250) 1996; 17 Neogi, Bowes, Niu, De Souza, Vincent, Goggins, Zhang, Felson (bib0265) 2013; 65 Lynch, Zaim, Zhao, Stork, Peterfy, Genant (bib0190) 2000 Li, Abram, Beaudoin, Berthiaume, Pelletier, Martel-Pelletier (bib0170) 2008; 55 Herberhold, Faber, Stammberger, Steinlechner, Putz, Englmeier, Reiser, Eckstein (bib0180) 1999; 32 Carballido-Gamio, Bauer, Lee, Krause, Majumdar (bib0270) 2005 Cheng, Jin, Zhao, Guo, Bai (bib0210) 2011; 20 Klein, Pluim, Staring, Viergever (bib0290) 2009; 81 Kauffmann (10.1016/j.bspc.2015.02.007_bib0160) 2003; 50 Goto (10.1016/j.bspc.2015.02.007_bib0240) 2005; 23 Guo (10.1016/j.bspc.2015.02.007_bib0235) 2012 Carballido-Gamio (10.1016/j.bspc.2015.02.007_bib0150) 2008; 12 Cheng (10.1016/j.bspc.2015.02.007_bib0210) 2011; 20 Mountney (10.1016/j.bspc.2015.02.007_bib0225) 2007; 22 Kellgren (10.1016/j.bspc.2015.02.007_bib0175) 1957; 16 Feldmar (10.1016/j.bspc.2015.02.007_bib0255) 1996; 18 Slavinsky (10.1016/j.bspc.2015.02.007_bib0275) 2003 Jaremko (10.1016/j.bspc.2015.02.007_bib0165) 2006; 14 Shubert (10.1016/j.bspc.2015.02.007_bib0200) 1972; 9 Neogi (10.1016/j.bspc.2015.02.007_bib0265) 2013; 65 Ge (10.1016/j.bspc.2015.02.007_bib0285) 2012; 81 Besl (10.1016/j.bspc.2015.02.007_bib0215) 1992; 14 West (10.1016/j.bspc.2015.02.007_bib0245) 1999; 18 Williams (10.1016/j.bspc.2015.02.007_bib0155) 2003 Lynch (10.1016/j.bspc.2015.02.007_bib0190) 2000 Munkres (10.1016/j.bspc.2015.02.007_bib0195) 1957; 5 Alpert (10.1016/j.bspc.2015.02.007_bib0205) 1990; 31 Stammberger (10.1016/j.bspc.2015.02.007_bib0220) 2000; 44 Sanromà (10.1016/j.bspc.2015.02.007_bib0230) 2012; 116 Klein (10.1016/j.bspc.2015.02.007_bib0290) 2009; 81 Herberhold (10.1016/j.bspc.2015.02.007_bib0185) 1998; 39 Sharp (10.1016/j.bspc.2015.02.007_bib0260) 2002; 24 Carballido-Gamio (10.1016/j.bspc.2015.02.007_bib0270) 2005 Chua (10.1016/j.bspc.2015.02.007_bib0250) 1996; 17 Cheng (10.1016/j.bspc.2015.02.007_bib0280) 2012; 35 Li (10.1016/j.bspc.2015.02.007_bib0170) 2008; 55 Herberhold (10.1016/j.bspc.2015.02.007_bib0180) 1999; 32 |
| References_xml | – volume: 50 start-page: 978 year: 2003 end-page: 988 ident: bib0160 article-title: Computer-aided method for quantification of cartilage thickness and volume changes using MRI: validation study using a synthetic model publication-title: IEEE Trans. Biomed. Eng. – start-page: 3043 year: 2005 end-page: 3046 ident: bib0270 article-title: Combined image processing techniques for characterization of MRI cartilage of the knee publication-title: 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society – volume: 35 start-page: 101 year: 2012 end-page: 113 ident: bib0280 article-title: Accurate bone registration in knee MR images publication-title: J. Chin. Inst. Eng. – volume: 20 start-page: 1 year: 2011 end-page: 9 ident: bib0210 article-title: Accurate three dimensional registration of magnetic resonance images for detecting local changes in cartilage thickness publication-title: J. Electron. Imaging – volume: 32 start-page: 1287 year: 1999 end-page: 1295 ident: bib0180 article-title: In situ measurement of articular cartilage deformation in intact femoropatellar joints under static loading publication-title: J. Biomech. – start-page: 20 year: 2012 end-page: 28 ident: bib0235 article-title: Robust anatomical correspondence detection by graph matching with sparsity constraint publication-title: Medical Computer Vision, Recognition Techniques and Applications in Medical Imaging – volume: 55 start-page: 2731 year: 2008 end-page: 2740 ident: bib0170 article-title: Human hip joint cartilage: MRI quantitative thickness and volume measurement discriminating acetabulum and femoral head publication-title: IEEE Trans. Biomed. Eng. – start-page: 480 year: 2003 end-page: 487 ident: bib0155 article-title: Corresponding articular cartilage thickness measurements in the knee joint by modelling the underlying bone publication-title: Medical Image Computing and Computer-Assisted Intervention – volume: 14 start-page: 914 year: 2006 end-page: 922 ident: bib0165 article-title: Reliability of an efficient MRI-based for estimation of knee cartilage volume using surface registration publication-title: Osteoarthritis Cartilage – volume: 22 start-page: 1201 year: 2007 end-page: 1207 ident: bib0225 article-title: The position of the joint line in relation to the trans-epicondylar axis of the knee: complementary radiologic and computer-based studies publication-title: J. Arthroplasty – volume: 65 start-page: 2048 year: 2013 end-page: 2058 ident: bib0265 article-title: Magnetic resonance imaging based three-dimensional bone shape of the knee predicts onset of knee osteoarthritis publication-title: Arthritis Rheum. – volume: 81 start-page: 227 year: 2009 end-page: 239 ident: bib0290 article-title: Adaptive stochastic gradient descent optimisation for image registration publication-title: Int. J. Comput. Vision – volume: 23 start-page: 750 year: 2005 end-page: 756 ident: bib0240 article-title: In vivo three-dimensional wrist motion analysis using magnetic resonance imaging and volume-based registration publication-title: J. Orthop. Res. – volume: 14 start-page: 239 year: 1992 end-page: 256 ident: bib0215 article-title: A method for registration of two 3-d shapes publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 9 start-page: 379 year: 1972 end-page: 388 ident: bib0200 article-title: A sequential method seeking the global maximum of a function publication-title: SIAM J. Numer. Anal. – volume: 18 start-page: 99 year: 1996 end-page: 119 ident: bib0255 article-title: Rigid, affine and locally affine registration of free-form surfaces publication-title: Int. J. Comput. Vision – volume: 116 start-page: 292 year: 2012 end-page: 304 ident: bib0230 article-title: A new graph matching method for point-set correspondence using the EM algorithm and Softassign publication-title: Comput. Vision Image Understanding – start-page: 2562 year: 2003 ident: bib0275 article-title: A combination of rigid and elastic registration methods for a standard atlas of the knee publication-title: Proc. Intl. Soc. Mag. Reson. Med. – start-page: 925 year: 2000 end-page: 935 ident: bib0190 article-title: Cartilage segmentation of 3D MRI scans of the osteoarthritic knee combining user knowledge and active contours publication-title: Medical Imaging 2000: Image Processing – volume: 17 start-page: 77 year: 1996 end-page: 99 ident: bib0250 article-title: 3D free form surface registration and object recognition publication-title: Int. J. Comput. Vision – volume: 12 start-page: 120 year: 2008 end-page: 135 ident: bib0150 article-title: Inter-subject comparison of MRI knee cartilage thickness publication-title: Med. Image Anal. – volume: 18 start-page: 144 year: 1999 end-page: 150 ident: bib0245 article-title: Retrospective intermodality registration techniques for images of the head: surface-based versus volume-based publication-title: IEEE Trans. Med. Imaging – volume: 16 start-page: 494 year: 1957 end-page: 502 ident: bib0175 article-title: Radiological assessment of osteoarthritis publication-title: Ann. Rheum. Dis. – volume: 39 start-page: 843 year: 1998 end-page: 850 ident: bib0185 article-title: An MR-based technique for quantifying the deformation of articular cartilage during mechanical loading in an intact cadaver joint publication-title: Magn. Reson. Med. – volume: 24 start-page: 90 year: 2002 end-page: 102 ident: bib0260 article-title: ICP registration using invariant features publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 44 start-page: 592 year: 2000 end-page: 601 ident: bib0220 article-title: Elastic registration of 3D cartilage surfaces from MR image data for detecting local changes in cartilage thickness publication-title: Magn. Reson. Med. – volume: 5 start-page: 32 year: 1957 end-page: 38 ident: bib0195 article-title: Algorithms for the assignment and transportation problems publication-title: J. Soc. Ind. Appl. Math. – volume: 81 start-page: 3404 year: 2012 end-page: 3411 ident: bib0285 article-title: A technique for visualization and mapping of local cartilage thickness changes in MR images of osteoarthritic knee publication-title: Eur. J. Radiol. – volume: 31 start-page: 1717 year: 1990 end-page: 1722 ident: bib0205 article-title: The principal axes transformation—a method for image registration publication-title: J. Nucl. Med. – volume: 39 start-page: 843 issue: 5 year: 1998 ident: 10.1016/j.bspc.2015.02.007_bib0185 article-title: An MR-based technique for quantifying the deformation of articular cartilage during mechanical loading in an intact cadaver joint publication-title: Magn. Reson. Med. doi: 10.1002/mrm.1910390522 – volume: 50 start-page: 978 issue: 8 year: 2003 ident: 10.1016/j.bspc.2015.02.007_bib0160 article-title: Computer-aided method for quantification of cartilage thickness and volume changes using MRI: validation study using a synthetic model publication-title: IEEE Trans. Biomed. Eng. doi: 10.1109/TBME.2003.814539 – volume: 5 start-page: 32 issue: 1 year: 1957 ident: 10.1016/j.bspc.2015.02.007_bib0195 article-title: Algorithms for the assignment and transportation problems publication-title: J. Soc. Ind. Appl. Math. doi: 10.1137/0105003 – volume: 44 start-page: 592 issue: 4 year: 2000 ident: 10.1016/j.bspc.2015.02.007_bib0220 article-title: Elastic registration of 3D cartilage surfaces from MR image data for detecting local changes in cartilage thickness publication-title: Magn. Reson. Med. doi: 10.1002/1522-2594(200010)44:4<592::AID-MRM13>3.0.CO;2-J – volume: 16 start-page: 494 year: 1957 ident: 10.1016/j.bspc.2015.02.007_bib0175 article-title: Radiological assessment of osteoarthritis publication-title: Ann. Rheum. Dis. doi: 10.1136/ard.16.4.494 – volume: 81 start-page: 227 issue: 3 year: 2009 ident: 10.1016/j.bspc.2015.02.007_bib0290 article-title: Adaptive stochastic gradient descent optimisation for image registration publication-title: Int. J. Comput. Vision doi: 10.1007/s11263-008-0168-y – volume: 65 start-page: 2048 year: 2013 ident: 10.1016/j.bspc.2015.02.007_bib0265 article-title: Magnetic resonance imaging based three-dimensional bone shape of the knee predicts onset of knee osteoarthritis publication-title: Arthritis Rheum. doi: 10.1002/art.37987 – start-page: 480 year: 2003 ident: 10.1016/j.bspc.2015.02.007_bib0155 article-title: Corresponding articular cartilage thickness measurements in the knee joint by modelling the underlying bone – volume: 18 start-page: 99 issue: 2 year: 1996 ident: 10.1016/j.bspc.2015.02.007_bib0255 article-title: Rigid, affine and locally affine registration of free-form surfaces publication-title: Int. J. Comput. Vision doi: 10.1007/BF00054998 – volume: 35 start-page: 101 issue: 1 year: 2012 ident: 10.1016/j.bspc.2015.02.007_bib0280 article-title: Accurate bone registration in knee MR images publication-title: J. Chin. Inst. Eng. doi: 10.1080/02533839.2012.625150 – volume: 31 start-page: 1717 issue: 10 year: 1990 ident: 10.1016/j.bspc.2015.02.007_bib0205 article-title: The principal axes transformation—a method for image registration publication-title: J. Nucl. Med. – start-page: 925 year: 2000 ident: 10.1016/j.bspc.2015.02.007_bib0190 article-title: Cartilage segmentation of 3D MRI scans of the osteoarthritic knee combining user knowledge and active contours – volume: 9 start-page: 379 issue: 3 year: 1972 ident: 10.1016/j.bspc.2015.02.007_bib0200 article-title: A sequential method seeking the global maximum of a function publication-title: SIAM J. Numer. Anal. doi: 10.1137/0709036 – volume: 81 start-page: 3404 issue: 11 year: 2012 ident: 10.1016/j.bspc.2015.02.007_bib0285 article-title: A technique for visualization and mapping of local cartilage thickness changes in MR images of osteoarthritic knee publication-title: Eur. J. Radiol. doi: 10.1016/j.ejrad.2012.03.024 – volume: 14 start-page: 239 issue: 2 year: 1992 ident: 10.1016/j.bspc.2015.02.007_bib0215 article-title: A method for registration of two 3-d shapes publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.121791 – start-page: 2562 year: 2003 ident: 10.1016/j.bspc.2015.02.007_bib0275 article-title: A combination of rigid and elastic registration methods for a standard atlas of the knee – volume: 22 start-page: 1201 issue: 8 year: 2007 ident: 10.1016/j.bspc.2015.02.007_bib0225 article-title: The position of the joint line in relation to the trans-epicondylar axis of the knee: complementary radiologic and computer-based studies publication-title: J. Arthroplasty doi: 10.1016/j.arth.2006.11.023 – volume: 20 start-page: 1 issue: 2 year: 2011 ident: 10.1016/j.bspc.2015.02.007_bib0210 article-title: Accurate three dimensional registration of magnetic resonance images for detecting local changes in cartilage thickness publication-title: J. Electron. Imaging – start-page: 20 year: 2012 ident: 10.1016/j.bspc.2015.02.007_bib0235 article-title: Robust anatomical correspondence detection by graph matching with sparsity constraint – volume: 32 start-page: 1287 issue: 12 year: 1999 ident: 10.1016/j.bspc.2015.02.007_bib0180 article-title: In situ measurement of articular cartilage deformation in intact femoropatellar joints under static loading publication-title: J. Biomech. doi: 10.1016/S0021-9290(99)00130-X – volume: 18 start-page: 144 issue: 2 year: 1999 ident: 10.1016/j.bspc.2015.02.007_bib0245 article-title: Retrospective intermodality registration techniques for images of the head: surface-based versus volume-based publication-title: IEEE Trans. Med. Imaging doi: 10.1109/42.759119 – start-page: 3043 year: 2005 ident: 10.1016/j.bspc.2015.02.007_bib0270 article-title: Combined image processing techniques for characterization of MRI cartilage of the knee – volume: 116 start-page: 292 issue: 2 year: 2012 ident: 10.1016/j.bspc.2015.02.007_bib0230 article-title: A new graph matching method for point-set correspondence using the EM algorithm and Softassign publication-title: Comput. Vision Image Understanding doi: 10.1016/j.cviu.2011.10.009 – volume: 12 start-page: 120 issue: 2 year: 2008 ident: 10.1016/j.bspc.2015.02.007_bib0150 article-title: Inter-subject comparison of MRI knee cartilage thickness publication-title: Med. Image Anal. doi: 10.1016/j.media.2007.08.002 – volume: 24 start-page: 90 issue: 1 year: 2002 ident: 10.1016/j.bspc.2015.02.007_bib0260 article-title: ICP registration using invariant features publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.982886 – volume: 55 start-page: 2731 issue: 12 year: 2008 ident: 10.1016/j.bspc.2015.02.007_bib0170 article-title: Human hip joint cartilage: MRI quantitative thickness and volume measurement discriminating acetabulum and femoral head publication-title: IEEE Trans. Biomed. Eng. doi: 10.1109/TBME.2008.925679 – volume: 23 start-page: 750 issue: 4 year: 2005 ident: 10.1016/j.bspc.2015.02.007_bib0240 article-title: In vivo three-dimensional wrist motion analysis using magnetic resonance imaging and volume-based registration publication-title: J. Orthop. Res. doi: 10.1016/j.orthres.2004.10.001 – volume: 14 start-page: 914 issue: 9 year: 2006 ident: 10.1016/j.bspc.2015.02.007_bib0165 article-title: Reliability of an efficient MRI-based for estimation of knee cartilage volume using surface registration publication-title: Osteoarthritis Cartilage doi: 10.1016/j.joca.2006.03.004 – volume: 17 start-page: 77 issue: 1 year: 1996 ident: 10.1016/j.bspc.2015.02.007_bib0250 article-title: 3D free form surface registration and object recognition publication-title: Int. J. Comput. Vision doi: 10.1007/BF00127819 |
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| Snippet | •An approach for globally solving the 3D rigid registration problem is proposed.•The method was used for assessment for MRI knee cartilage thickness... |
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| SubjectTerms | Cartilage segmentation Changes over time Femoral cartilage Global optimization Registration |
| Title | Surface-based rigid registration using a global optimization algorithm for assessment of MRI knee cartilage thickness changes |
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