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Volumn 29, Issue 2, 2016, Pages 207-221

Segmentation of joint and musculoskeletal tissue in the study of arthritis

Author keywords

Hip; Image segmentation; Knee; MRI; Osteoarthritis; Rheumatoid arthritis; Wrist

Indexed keywords

ALGORITHM; ARTHRITIS; AUTOMATED PATTERN RECOGNITION; BONE; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC IMAGING; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; JOINT; MACHINE LEARNING; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SKELETAL MUSCLE;

EID: 84963701150     PISSN: 09685243     EISSN: 13528661     Source Type: Journal    
DOI: 10.1007/s10334-016-0532-9     Document Type: Review
Times cited : (70)

References (84)
  • 1
    • 84991948664 scopus 로고    scopus 로고
    • The burden of musculoskeletal diseases 2009 Rosemont, IL, USA: usbjd.org. 2008. http://www.boneandjointburden.org
    • (2009) Rosemont, IL, USA: usbjd.org. , pp. 2008
  • 2
    • 0141920503 scopus 로고    scopus 로고
    • Burden of major musculoskeletal conditions
    • PID: 14710506
    • Woolf AD, Pfleger B (2003) Burden of major musculoskeletal conditions. Bull World Health Organ 81(9):646–656
    • (2003) Bull World Health Organ , vol.81 , Issue.9 , pp. 646-656
    • Woolf, A.D.1    Pfleger, B.2
  • 3
    • 84887296146 scopus 로고    scopus 로고
    • Prevalence of doctor-diagnosed arthritis and arthritis-attributable activity limitation—United States, 2010–2012
    • Barbour KE, Helmick CG, Theis KA, Murphy LB, Hootman JM, Brady TJ, Cheng YJ (2013) Prevalence of doctor-diagnosed arthritis and arthritis-attributable activity limitation—United States, 2010–2012. Morb Mortal Wkly Rep 62(44):869–873
    • (2013) Morb Mortal Wkly Rep , vol.62 , Issue.44 , pp. 869-873
    • Barbour, K.E.1    Helmick, C.G.2    Theis, K.A.3    Murphy, L.B.4    Hootman, J.M.5    Brady, T.J.6    Cheng, Y.J.7
  • 4
    • 84876983043 scopus 로고    scopus 로고
    • The clinical pattern of knee osteoarthritis in Jordan: a hospital based study
    • Hawamdeh Ziad M, Al-Ajlouni Jihad M (2013) The clinical pattern of knee osteoarthritis in Jordan: a hospital based study. Int J Med Sci 10(6):790–795
    • (2013) Int J Med Sci , vol.10 , Issue.6 , pp. 790-795
    • Hawamdeh, Z.M.1    Al-Ajlouni, J.M.2
  • 5
    • 34748813185 scopus 로고    scopus 로고
    • The long term consequence of anterior cruciate ligament and meniscus injuries: Osteoarthritis
    • PID: 17761605
    • Lohmander L, Englund P, Dahl L, Roos E (2007) The long term consequence of anterior cruciate ligament and meniscus injuries: Osteoarthritis. Am J Sports Med 35(10):1756–1769
    • (2007) Am J Sports Med , vol.35 , Issue.10 , pp. 1756-1769
    • Lohmander, L.1    Englund, P.2    Dahl, L.3    Roos, E.4
  • 7
    • 84908440576 scopus 로고    scopus 로고
    • The recent prevalence of osteoporosis and low bone mass in the United States based on bone mineral density at the femoral neck or lumbar spine
    • PID: 24771492
    • Wright NC, Looker AC, Saag KG, Curtis JR, Delzell ES, Randall S, Dawson-Hughes B (2014) The recent prevalence of osteoporosis and low bone mass in the United States based on bone mineral density at the femoral neck or lumbar spine. J Bone Miner Res 29(11):2520–2526
    • (2014) J Bone Miner Res , vol.29 , Issue.11 , pp. 2520-2526
    • Wright, N.C.1    Looker, A.C.2    Saag, K.G.3    Curtis, J.R.4    Delzell, E.S.5    Randall, S.6    Dawson-Hughes, B.7
  • 8
    • 84855434997 scopus 로고    scopus 로고
    • The diagnostic performance of MRI in osteoarthritis: A systematic review and meta-analysis
    • COI: 1:STN:280:DC%2BC387ivF2nsQ%3D%3D, PID: 22044841
    • Menashe L, Hirko K, Losina E, Kloppenburg M, Zhang W, Li L, Hunter DJ (2012) The diagnostic performance of MRI in osteoarthritis: A systematic review and meta-analysis. Osteoarthritis Cartilage 20(1):13–21
    • (2012) Osteoarthritis Cartilage , vol.20 , Issue.1 , pp. 13-21
    • Menashe, L.1    Hirko, K.2    Losina, E.3    Kloppenburg, M.4    Zhang, W.5    Li, L.6    Hunter, D.J.7
  • 9
    • 0032933102 scopus 로고    scopus 로고
    • Magnetic resonance imaging of the wrist in early rheumatoid arthritis reveals progression of erosions despite clinical improvement
    • COI: 1:STN:280:DyaK1M3ptlantQ%3D%3D, PID: 10364913
    • McQueen F, Stewart N, Crabbe J, Robinson E, Yeoman S, Tan P, McLean L (1999) Magnetic resonance imaging of the wrist in early rheumatoid arthritis reveals progression of erosions despite clinical improvement. Ann Rheum Dis 58(3):156–163
    • (1999) Ann Rheum Dis , vol.58 , Issue.3 , pp. 156-163
    • McQueen, F.1    Stewart, N.2    Crabbe, J.3    Robinson, E.4    Yeoman, S.5    Tan, P.6    McLean, L.7
  • 10
    • 0038005025 scopus 로고    scopus 로고
    • Bone edema scored on magnetic resonance imaging scans of the dominant carpus at presentation predicts radiographic joint damage of the hands and feet 6 years later in patients with rheumatoid arthritis
    • PID: 12847674
    • McQueen F, Benton N, Perry D, Crabbe J, Robinson E, Yeoman S, McLean L, Stewart N (2003) Bone edema scored on magnetic resonance imaging scans of the dominant carpus at presentation predicts radiographic joint damage of the hands and feet 6 years later in patients with rheumatoid arthritis. Arthritis Rheum 48(7):1814–1827
    • (2003) Arthritis Rheum , vol.48 , Issue.7 , pp. 1814-1827
    • McQueen, F.1    Benton, N.2    Perry, D.3    Crabbe, J.4    Robinson, E.5    Yeoman, S.6    McLean, L.7    Stewart, N.8
  • 12
    • 84861324346 scopus 로고    scopus 로고
    • Osteoporosis imaging: State of the art and advanced imaging
    • PID: 22438439
    • Link Thomas M (2012) Osteoporosis imaging: State of the art and advanced imaging. Radiology 263(1):3–17
    • (2012) Radiology , vol.263 , Issue.1 , pp. 3-17
    • Link, T.M.1
  • 14
    • 33646364348 scopus 로고    scopus 로고
    • Quantitative assessment of patellar cartilage volume and thickness at 3.0 tesla comparing a 3D-fast low angle shot versus a 3D-true fast imaging with steady-state precession sequence for reproducibility
    • PID: 16428992
    • Weckbach S, Mendlik T, Horger W, Wagner S, Reiser MF, Glaser C (2006) Quantitative assessment of patellar cartilage volume and thickness at 3.0 tesla comparing a 3D-fast low angle shot versus a 3D-true fast imaging with steady-state precession sequence for reproducibility. Invest Radiol 41(2):189–197
    • (2006) Invest Radiol , vol.41 , Issue.2 , pp. 189-197
    • Weckbach, S.1    Mendlik, T.2    Horger, W.3    Wagner, S.4    Reiser, M.F.5    Glaser, C.6
  • 15
    • 35648960931 scopus 로고    scopus 로고
    • Two year longitudinal change and test-retest-precision of knee cartilage morphology in a pilot study for the osteoarthritis initiative
    • COI: 1:STN:280:DC%2BD2snmsFanuw%3D%3D, PID: 17560813
    • Eckstein F, Kunz M, Schutzer M, Hudelmaier M, Jackson RD, Yu J, Eaton CB, Schneider E (2007) Two year longitudinal change and test-retest-precision of knee cartilage morphology in a pilot study for the osteoarthritis initiative. Osteoarthritis Cartilage 15(11):1326–1332
    • (2007) Osteoarthritis Cartilage , vol.15 , Issue.11 , pp. 1326-1332
    • Eckstein, F.1    Kunz, M.2    Schutzer, M.3    Hudelmaier, M.4    Jackson, R.D.5    Yu, J.6    Eaton, C.B.7    Schneider, E.8
  • 16
    • 84862985062 scopus 로고    scopus 로고
    • Equivalence and precision of knee cartilage morphometry between different segmentation teams, cartilage regions, and MR acquisitions
    • COI: 1:STN:280:DC%2BC38rmvVGluw%3D%3D, PID: 22521758
    • Schneider E, Nevitt M, McCulloch C, Cicuttini FM, Duryea J, Eckstein F, Tamez-Pena J (2012) Equivalence and precision of knee cartilage morphometry between different segmentation teams, cartilage regions, and MR acquisitions. Osteoarthritis Cartilage 20(8):869–879
    • (2012) Osteoarthritis Cartilage , vol.20 , Issue.8 , pp. 869-879
    • Schneider, E.1    Nevitt, M.2    McCulloch, C.3    Cicuttini, F.M.4    Duryea, J.5    Eckstein, F.6    Tamez-Pena, J.7
  • 21
    • 84881340844 scopus 로고    scopus 로고
    • Magnetic resonance imaging-based three-dimensional bone shape of the knee predicts onset of knee osteoarthritis
    • Neogi Tuhina, Bowes Michael A, Niu Jingbo, De Souza Kevin M, Vincent Graham R, Goggins Joyce, Zhang Yuqing, Felson David T (2013) Magnetic resonance imaging-based three-dimensional bone shape of the knee predicts onset of knee osteoarthritis. Arthritis Rheum 68(8):2048–2058
    • (2013) Arthritis Rheum , vol.68 , Issue.8 , pp. 2048-2058
    • Neogi, T.1    Bowes, M.A.2    Niu, J.3    De Souza, K.M.4    Vincent, G.R.5    Goggins, J.6    Zhang, Y.7    Felson, D.T.8
  • 22
    • 84942552106 scopus 로고    scopus 로고
    • Three-dimensional MRI-based statistical shape model and application to a cohort of knees with acute ACL injury
    • COI: 1:STN:280:DC%2BC2MbhtVSqtA%3D%3D, PID: 26050865
    • Pedoia V, Lansdown DA, Zaid M, McCulloch CE, Souza R, Ma CB, Li X (2015) Three-dimensional MRI-based statistical shape model and application to a cohort of knees with acute ACL injury. Osteoarthritis Cartilage 23(10):1695–1703
    • (2015) Osteoarthritis Cartilage , vol.23 , Issue.10 , pp. 1695-1703
    • Pedoia, V.1    Lansdown, D.A.2    Zaid, M.3    McCulloch, C.E.4    Souza, R.5    Ma, C.B.6    Li, X.7
  • 23
    • 84937641902 scopus 로고    scopus 로고
    • Reproducibility measurements of three methods for calculating in vivo MR-based knee kinematics
    • PID: 25545617
    • Lansdown DA, Zaid M, Pedoia V, Subburaj K, Souza R, Benjamin C, Li X (2014) Reproducibility measurements of three methods for calculating in vivo MR-based knee kinematics. J Magn Reson Imaging 42(2):533–538
    • (2014) J Magn Reson Imaging , vol.42 , Issue.2 , pp. 533-538
    • Lansdown, D.A.1    Zaid, M.2    Pedoia, V.3    Subburaj, K.4    Souza, R.5    Benjamin, C.6    Li, X.7
  • 24
    • 84930086599 scopus 로고    scopus 로고
    • Abnormal tibial position is correlated to early degenerative changes 1 year following ACL reconstruction
    • PID: 25721417
    • Zaid M, Lansdown D, Su F, Pedoia V, Tufts L, Rizzo S, Souza RB, Li X, Ma CB (2015) Abnormal tibial position is correlated to early degenerative changes 1 year following ACL reconstruction. J Orthop Res 33(7):1079–1086
    • (2015) J Orthop Res , vol.33 , Issue.7 , pp. 1079-1086
    • Zaid, M.1    Lansdown, D.2    Su, F.3    Pedoia, V.4    Tufts, L.5    Rizzo, S.6    Souza, R.B.7    Li, X.8    Ma, C.B.9
  • 25
    • 0033050802 scopus 로고    scopus 로고
    • Changes in joint cartilage aggrecan after knee injury and in osteoarthritis
    • COI: 1:STN:280:DyaK1M7os1Kgug%3D%3D, PID: 10088777
    • Lohmander L, Ionescu M, Jugessur H, Poole A (1999) Changes in joint cartilage aggrecan after knee injury and in osteoarthritis. Arthritis Rheum 42:534–544
    • (1999) Arthritis Rheum , vol.42 , pp. 534-544
    • Lohmander, L.1    Ionescu, M.2    Jugessur, H.3    Poole, A.4
  • 26
    • 0033497893 scopus 로고    scopus 로고
    • Degradation of cartilage type II collagen precedes the onset of osteoarthritis following anterior cruciate ligament rupture
    • COI: 1:STN:280:DC%2BD3c%2FitFGjtA%3D%3D, PID: 10555035
    • Price J, Till S, Bickerstaff D, Bayliss M, Hollander A (1999) Degradation of cartilage type II collagen precedes the onset of osteoarthritis following anterior cruciate ligament rupture. Arthritis Rheum 42:2390–2398
    • (1999) Arthritis Rheum , vol.42 , pp. 2390-2398
    • Price, J.1    Till, S.2    Bickerstaff, D.3    Bayliss, M.4    Hollander, A.5
  • 27
    • 3242781589 scopus 로고    scopus 로고
    • T2 relaxation time of cartilage at MR imaging: Comparison with severity of knee osteoarthritis
    • PID: 15215540
    • Dunn TC, Lu Y, Jin H, Ries MD, Majumdar S (2004) T2 relaxation time of cartilage at MR imaging: Comparison with severity of knee osteoarthritis. Radiology 232:592–598
    • (2004) Radiology , vol.232 , pp. 592-598
    • Dunn, T.C.1    Lu, Y.2    Jin, H.3    Ries, M.D.4    Majumdar, S.5
  • 28
    • 34249994835 scopus 로고    scopus 로고
    • In vivo T1ρ and T2 mapping of articular cartilage in osteoarthritis of the knee using 3 Tesla MRI
    • COI: 1:CAS:528:DC%2BD1cXht1Ggt73O, PID: 17307365
    • Li X, Ma C, Link T et al (2007) In vivo T1ρ and T2 mapping of articular cartilage in osteoarthritis of the knee using 3 Tesla MRI. Osteoarthritis Cartilage 15(7):789–797
    • (2007) Osteoarthritis Cartilage , vol.15 , Issue.7 , pp. 789-797
    • Li, X.1    Ma, C.2    Link, T.3
  • 31
    • 0030925244 scopus 로고    scopus 로고
    • The use of active shape models for making thickness measurements of articular cartilage from MR images
    • COI: 1:STN:280:DyaK2szitFGgtQ%3D%3D, PID: 9178247
    • Solloway S, Hutchinson CE, Waterton JC, Taylor CJ (1997) The use of active shape models for making thickness measurements of articular cartilage from MR images. Magn Reson Med 37(6):943–952
    • (1997) Magn Reson Med , vol.37 , Issue.6 , pp. 943-952
    • Solloway, S.1    Hutchinson, C.E.2    Waterton, J.C.3    Taylor, C.J.4
  • 32
    • 84991953404 scopus 로고    scopus 로고
    • Seim H, Kainmueller D, Lamecker H, Bindernagel M, Malinowski J, Zachow S (2010) Model-based Auto-Segmentation of Knee Bones and Cartilage in MRI Data MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0) pp 215–223
    • Seim H, Kainmueller D, Lamecker H, Bindernagel M, Malinowski J, Zachow S (2010) Model-based Auto-Segmentation of Knee Bones and Cartilage in MRI Data MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0) pp 215–223
  • 34
    • 84991925088 scopus 로고    scopus 로고
    • Vincent G, Wolstenholme C, Scott I, Bowes M (2011) Fully Automatic Segmentation of the Knee Joint using Active Appearance Models Data MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0)
    • Vincent G, Wolstenholme C, Scott I, Bowes M (2011) Fully Automatic Segmentation of the Knee Joint using Active Appearance Models Data MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0)
  • 36
    • 77955375530 scopus 로고    scopus 로고
    • Anatomically corresponded regional analysis of cartilage in asymptomatic and osteoarthritic knees by statistical shape modelling of the bone
    • Williams TG, Holmes AP, Waterton JC, Maciewicz RA, Hutchinson CE, Moots Nash RJ, Taylor CJ (2010) Anatomically corresponded regional analysis of cartilage in asymptomatic and osteoarthritic knees by statistical shape modelling of the bone. IEEE Trans Med Imag 29(8):1541–1559
    • (2010) IEEE Trans Med Imag , vol.29 , Issue.8 , pp. 1541-1559
    • Williams, T.G.1    Holmes, A.P.2    Waterton, J.C.3    Maciewicz, R.A.4    Hutchinson, C.E.5    Moots, N.R.J.6    Taylor, C.J.7
  • 39
    • 84923176442 scopus 로고    scopus 로고
    • Automatic atlas-based three-label cartilage segmentation from MR knee images
    • PID: 25128683
    • Shan L, Zach C, Charles C, Niethammer M (2014) Automatic atlas-based three-label cartilage segmentation from MR knee images. Med Image Anal 18(7):1233–1246
    • (2014) Med Image Anal , vol.18 , Issue.7 , pp. 1233-1246
    • Shan, L.1    Zach, C.2    Charles, C.3    Niethammer, M.4
  • 40
    • 79960587097 scopus 로고    scopus 로고
    • Atlas-based knee cartilage assessment
    • PID: 21773988
    • Carballido-Gamio J, Majumdar S (2011) Atlas-based knee cartilage assessment. Magn Reson Med 66(2):574–583
    • (2011) Magn Reson Med , vol.66 , Issue.2 , pp. 574-583
    • Carballido-Gamio, J.1    Majumdar, S.2
  • 43
    • 79960532075 scopus 로고    scopus 로고
    • Deformable medical image registration: Setting the state of the art with discrete methods
    • Glocker B, Sotiras A, Komodakis N, Paragios N (2011) Deformable medical image registration: Setting the state of the art with discrete methods. Annu Rev Biomed Eng 15(13):219–244
    • (2011) Annu Rev Biomed Eng , vol.15 , Issue.13 , pp. 219-244
    • Glocker, B.1    Sotiras, A.2    Komodakis, N.3    Paragios, N.4
  • 44
    • 0035509961 scopus 로고    scopus 로고
    • Fast approximate energy minimization via graph cuts
    • Boykov Y, Veksler O (2001) Fast approximate energy minimization via graph cuts. IEEE Trans Pattern Anal Mach Intell 23(11):1222–1239
    • (2001) IEEE Trans Pattern Anal Mach Intell , vol.23 , Issue.11 , pp. 1222-1239
    • Boykov, Y.1    Veksler, O.2
  • 45
    • 66149116027 scopus 로고    scopus 로고
    • Knee cartilage: Efficient and reproducible segmentation on high-spatial-resolution MR images with the semiautomated graph-cut algorithm method
    • PID: 19401579
    • Shim H, Chang S, Tao C, Wang JH, Kwoh CK, Bae KT (2009) Knee cartilage: Efficient and reproducible segmentation on high-spatial-resolution MR images with the semiautomated graph-cut algorithm method. Radiology 251(2):548–556
    • (2009) Radiology , vol.251 , Issue.2 , pp. 548-556
    • Shim, H.1    Chang, S.2    Tao, C.3    Wang, J.H.4    Kwoh, C.K.5    Bae, K.T.6
  • 46
    • 79958769137 scopus 로고    scopus 로고
    • Automatic graph-cut based segmentation of bones from knee magnetic resonance images for osteoarthritis research
    • PID: 21474362
    • Ababneh SY, Prescott JW, Gurcan MN (2011) Automatic graph-cut based segmentation of bones from knee magnetic resonance images for osteoarthritis research. Med Image Anal 15(4):438–448
    • (2011) Med Image Anal , vol.15 , Issue.4 , pp. 438-448
    • Ababneh, S.Y.1    Prescott, J.W.2    Gurcan, M.N.3
  • 47
    • 77957021569 scopus 로고    scopus 로고
    • Machines that learn to segment images: A crucial technology for connectomics
    • COI: 1:CAS:528:DC%2BC3cXht1WlsL%2FI, PID: 20801638
    • Jain V, Seung HS, Turaga SC (2010) Machines that learn to segment images: A crucial technology for connectomics. Curr Opin Neurobiol 20(5):653–666
    • (2010) Curr Opin Neurobiol , vol.20 , Issue.5 , pp. 653-666
    • Jain, V.1    Seung, H.S.2    Turaga, S.C.3
  • 48
    • 33744813561 scopus 로고    scopus 로고
    • Automatic segmentation of the articular cartilage in knee MRI using a hierarchical multi-class classification scheme
    • PID: 16685862
    • Folkesson J, Dam E, Olsen OF, Pettersen P, Christiansen C (2005) Automatic segmentation of the articular cartilage in knee MRI using a hierarchical multi-class classification scheme. Med Image Comput Comput Assist Interv 8(Pt 1):327–334
    • (2005) Med Image Comput Comput Assist Interv , vol.8 , pp. 327-334
    • Folkesson, J.1    Dam, E.2    Olsen, O.F.3    Pettersen, P.4    Christiansen, C.5
  • 49
  • 51
    • 84887134993 scopus 로고    scopus 로고
    • Automatic knee cartilage segmentation from multi-contrast MR images using support vector machine classification with spatial dependencies
    • PID: 23867282
    • Zhang K, Lu W, Marziliano P (2013) Automatic knee cartilage segmentation from multi-contrast MR images using support vector machine classification with spatial dependencies. Magn Reson Imaging 31(10):1731–1743
    • (2013) Magn Reson Imaging , vol.31 , Issue.10 , pp. 1731-1743
    • Zhang, K.1    Lu, W.2    Marziliano, P.3
  • 52
    • 80053987985 scopus 로고    scopus 로고
    • Automatic human knee cartilage segmentation from multi-contrast MR images using extreme learning machines and discriminative random fields
    • Zhang K, Lu W (2011) Automatic human knee cartilage segmentation from multi-contrast MR images using extreme learning machines and discriminative random fields. In Proceedings of the Second international conference on Machine learning in medical imaging, pp 335–343
    • (2011) In Proceedings of the Second international conference on Machine learning in medical imaging , pp. 335-343
    • Zhang, K.1    Lu, W.2
  • 53
    • 84946499455 scopus 로고    scopus 로고
    • Qiao L: Automatic articular cartilage segmentation based on pattern recognition from knee MRI images. J Digit Imaging (Epub ahead of print
    • Pang J, Li P, Qiu M, Chen W, Qiao L (2015) Automatic articular cartilage segmentation based on pattern recognition from knee MRI images. J Digit Imaging (Epub ahead of print)
    • (2015) Chen W
    • Pang, J.1    Li, P.2    Qiu, M.3
  • 54
  • 56
    • 84881641626 scopus 로고    scopus 로고
    • Deep neural networks segment neuronal membranes in electron microscopy images NIPS: Twenty-sixth Conference on Neural Information Processing Systems; Harrahs and Harveys
    • Cires C, Gambardella L, Schmidhuber J (2012) Deep neural networks segment neuronal membranes in electron microscopy images NIPS: Twenty-sixth Conference on Neural Information Processing Systems; Harrahs and Harveys, Lake Tahoe, pp 2852–2860
    • (2012) Lake Tahoe , pp. 2852-2860
    • Cires, C.1    Gambardella, L.2    Schmidhuber, J.3
  • 57
    • 84991980570 scopus 로고    scopus 로고
    • Yin Y, Williams R, Anderson DD, Sonka M (2010) Hierarchical Decision Framework with a Priori Shape Models for Knee Joint Cartilage Segmentation MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0) pp 241–250
    • Yin Y, Williams R, Anderson DD, Sonka M (2010) Hierarchical Decision Framework with a Priori Shape Models for Knee Joint Cartilage Segmentation MICCAI 2010 Workshop Medical Image Analysis for the Clinic—A Grand Challenge (SKI0) pp 241–250
  • 58
    • 80455174701 scopus 로고    scopus 로고
    • Optimization of local shape and appearance probabilities for segmentation of knee cartilage in 3-D MR images
    • Lee S, Park SH, Shim H, Yun D, Lee S (2011) Optimization of local shape and appearance probabilities for segmentation of knee cartilage in 3-D MR images. Comput Vis Image Underst 115(12):1710–1720
    • (2011) Comput Vis Image Underst , vol.115 , Issue.12 , pp. 1710-1720
    • Lee, S.1    Park, S.H.2    Shim, H.3    Yun, D.4    Lee, S.5
  • 59
    • 84886733426 scopus 로고    scopus 로고
    • Patch-based segmentation without registration: Application to knee MRI lecture notes in computer science machine learning in medical
    • Wang Z, Donoghue C, Rueckert D (2013) Patch-based segmentation without registration: Application to knee MRI lecture notes in computer science machine learning in medical. Imaging 8184(2013):98–105
    • (2013) Imaging , vol.8184 , Issue.2013 , pp. 98-105
    • Wang, Z.1    Donoghue, C.2    Rueckert, D.3
  • 60
    • 84930354057 scopus 로고    scopus 로고
    • Fully automated segmentation of cartilage from the MR images of knee using a multi-atlas and local structural analysis method
    • PID: 25186408
    • Lee JG, Gumus S, Moon CH, Kwoh CK, Bae KT (2014) Fully automated segmentation of cartilage from the MR images of knee using a multi-atlas and local structural analysis method. Med Phys 41(9):092303
    • (2014) Med Phys , vol.41 , Issue.9 , pp. 092303
    • Lee, J.G.1    Gumus, S.2    Moon, C.H.3    Kwoh, C.K.4    Bae, K.T.5
  • 61
    • 84958535337 scopus 로고    scopus 로고
    • Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images. Medical Computer Vision. Large Data in Medical Imaging Lecture Notes in Computer Science, vol 8331
    • Wang Q, Wu D, Lu L, Liu M, Boyer KL, Zhou SK (2014) Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images. Medical Computer Vision. Large Data in Medical Imaging Lecture Notes in Computer Science, vol 8331. Springer, Newyork, pp 105–115
    • (2014) Springer, Newyork , pp. 105-115
    • Wang, Q.1    Wu, D.2    Lu, L.3    Liu, M.4    Boyer, K.L.5    Zhou, S.K.6
  • 62
    • 84910668866 scopus 로고    scopus 로고
    • Automatic hip cartilage segmentation from 3D MR images using arc-weighted graph searching
    • PID: 25383566
    • Xia Y, Chandra SS, Engstrom C, Strudwick MW, Crozier S, Fripp J (2014) Automatic hip cartilage segmentation from 3D MR images using arc-weighted graph searching. Phys Med Biol 59(23):7245–7266
    • (2014) Phys Med Biol , vol.59 , Issue.23 , pp. 7245-7266
    • Xia, Y.1    Chandra, S.S.2    Engstrom, C.3    Strudwick, M.W.4    Crozier, S.5    Fripp, J.6
  • 63
    • 84872521687 scopus 로고    scopus 로고
    • Accuracy limits for the thickness measurement of the hip joint cartilage in 3D MR images: Simulation and validation
    • PID: 23204268
    • Cheng Y, Guo C, Wang Y, Bai J, Tamura S (2013) Accuracy limits for the thickness measurement of the hip joint cartilage in 3D MR images: Simulation and validation. IEEE Trans Biomed Eng 60(2):517–533
    • (2013) IEEE Trans Biomed Eng , vol.60 , Issue.2 , pp. 517-533
    • Cheng, Y.1    Guo, C.2    Wang, Y.3    Bai, J.4    Tamura, S.5
  • 64
    • 47949132776 scopus 로고    scopus 로고
    • A fully automated method for segmentation and thickness map estimation of femoral and acetabular cartilages in 3D CT images of the hip 5th International Symposium on Image and Signal Processing and Analysis
    • Baniasadipour A, Zoroofi RA, Sato Y, Nishii T, Nakanishi K, Tanaka H, Sugano N, Yoshikawa H, Nakamura H, Tamura S (2007) A fully automated method for segmentation and thickness map estimation of femoral and acetabular cartilages in 3D CT images of the hip 5th International Symposium on Image and Signal Processing and Analysis, pp 92–97
    • (2007) pp 92–97
    • Baniasadipour, A.1    Zoroofi, R.A.2    Sato, Y.3    Nishii, T.4    Nakanishi, K.5    Tanaka, H.6    Sugano, N.7    Yoshikawa, H.8    Nakamura, H.9    Tamura, S.10
  • 66
    • 58149236851 scopus 로고    scopus 로고
    • Human hip joint cartilage: MRI quantitative thickness and volume measurements discriminating acetabulum and femoral head
    • PID: 19126452
    • Li W, Abram F, Beaudoin G, Berthiaume M-J, Pelletier J-P, Martel-Pelletier J (2008) Human hip joint cartilage: MRI quantitative thickness and volume measurements discriminating acetabulum and femoral head. IEEE Trans Biomed Eng 55(12):2731–2740
    • (2008) IEEE Trans Biomed Eng , vol.55 , Issue.12 , pp. 2731-2740
    • Li, W.1    Abram, F.2    Beaudoin, G.3    Berthiaume, M.-J.4    Pelletier, J.-P.5    Martel-Pelletier, J.6
  • 67
    • 46849104457 scopus 로고    scopus 로고
    • Feasibility and reproducibility of relaxometry, morphometric, and geometrical measurements of the hip joint with magnetic resonance imaging at 3T
    • PID: 18581346
    • Carballido-Gamio J, Link TM, Li X, Han ET, Krug R, Ries MD, Majumdar S (2008) Feasibility and reproducibility of relaxometry, morphometric, and geometrical measurements of the hip joint with magnetic resonance imaging at 3T. J Magn Reson Imaging 28:227–235
    • (2008) J Magn Reson Imaging , vol.28 , pp. 227-235
    • Carballido-Gamio, J.1    Link, T.M.2    Li, X.3    Han, E.T.4    Krug, R.5    Ries, M.D.6    Majumdar, S.7
  • 68
    • 41949098977 scopus 로고    scopus 로고
    • Inter-subject comparison of MRI knee cartilage thickness
    • PID: 17923429
    • Carballido-Gamio J, Bauer JS, Stahl R et al (2008) Inter-subject comparison of MRI knee cartilage thickness. Med Image Anal 12(2):120–135
    • (2008) Med Image Anal , vol.12 , Issue.2 , pp. 120-135
    • Carballido-Gamio, J.1    Bauer, J.S.2    Stahl, R.3
  • 69
    • 84908219972 scopus 로고    scopus 로고
    • Three-dimensional hip cartilage quality assessment of morphology and dGEMRIC by planar maps and automated segmentation
    • COI: 1:STN:280:DC%2BC2M7ntVCmtg%3D%3D, PID: 25278060
    • Siversson C, Akhondi-Asl A, Bixby S, Kim YJ, Warfield SK (2014) Three-dimensional hip cartilage quality assessment of morphology and dGEMRIC by planar maps and automated segmentation. Osteoarthritis Cartilage 22(10):1511–1515
    • (2014) Osteoarthritis Cartilage , vol.22 , Issue.10 , pp. 1511-1515
    • Siversson, C.1    Akhondi-Asl, A.2    Bixby, S.3    Kim, Y.J.4    Warfield, S.K.5
  • 71
    • 80055056480 scopus 로고    scopus 로고
    • Fully automatic segmentation of wrist bones for arthritis patients, Biomedical Imaging: From Nano to Macro
    • Koch M, Schwing AG, Comaniciu D, Pollefeys M (2011) Fully automatic segmentation of wrist bones for arthritis patients, Biomedical Imaging: From Nano to Macro, IEEE International Symposium on, pp 636–640
    • (2011) IEEE International Symposium on , pp. 636-640
    • Koch, M.1    Schwing, A.G.2    Comaniciu, D.3    Pollefeys, M.4
  • 73
    • 77957261808 scopus 로고    scopus 로고
    • Radiographic progression and remission rates in early rheumatoid arthritis MRI bone oedema and anti-CCP predicted radiographic progressionin the 5-year extension of the double-blind randomized CIMESTRA trial
    • COI: 1:CAS:528:DC%2BC3cXhtlems7vJ, PID: 20444751
    • Hetland ML, Stengaard-Pedersen K, Junker P et al (2010) Radiographic progression and remission rates in early rheumatoid arthritis MRI bone oedema and anti-CCP predicted radiographic progressionin the 5-year extension of the double-blind randomized CIMESTRA trial. Ann Rheum Dis 69:1789–1795
    • (2010) Ann Rheum Dis , vol.69 , pp. 1789-1795
    • Hetland, M.L.1    Stengaard-Pedersen, K.2    Junker, P.3
  • 74
    • 49049095904 scopus 로고    scopus 로고
    • Quantitative assessment of bone marrow edema pattern and overlying cartilage in knees with osteoarthritis and anterior cruciate ligament tear using MR imaging and spectroscopic imaging
    • PID: 18666183
    • Li X, Ma C, Bolbos R, Stahl R, Lozano J, Zuo J, Lin K, Link T, Safran M, Majumdar S (2008) Quantitative assessment of bone marrow edema pattern and overlying cartilage in knees with osteoarthritis and anterior cruciate ligament tear using MR imaging and spectroscopic imaging. J Magn Reson Imaging 28(2):453–461
    • (2008) J Magn Reson Imaging , vol.28 , Issue.2 , pp. 453-461
    • Li, X.1    Ma, C.2    Bolbos, R.3    Stahl, R.4    Lozano, J.5    Zuo, J.6    Lin, K.7    Link, T.8    Safran, M.9    Majumdar, S.10
  • 75
    • 83755188641 scopus 로고    scopus 로고
    • Quantitative characterization of bone marrow edema pattern in rheumatoid arthritis using 3 Tesla MRI
    • COI: 1:CAS:528:DC%2BC38XmsFagu78%3D, PID: 21987483
    • Li X, Yu A, Virayavanich W, Noworolski SM, Link TM, Imboden J (2012) Quantitative characterization of bone marrow edema pattern in rheumatoid arthritis using 3 Tesla MRI. J Magn Reson Imaging 35(1):211–218
    • (2012) J Magn Reson Imaging , vol.35 , Issue.1 , pp. 211-218
    • Li, X.1    Yu, A.2    Virayavanich, W.3    Noworolski, S.M.4    Link, T.M.5    Imboden, J.6
  • 76
    • 84906888722 scopus 로고    scopus 로고
    • Bone structure and perfusion quantification of bone marrow edema pattern in the wrist of patients with rheumatoid arthritis: A multimodality study
    • PID: 25086074
    • Teruel JR, Burghardt AJ, Rivoire J, Srikhum W, Noworolski SM, Link TM, Imboden JB, Li X (2014) Bone structure and perfusion quantification of bone marrow edema pattern in the wrist of patients with rheumatoid arthritis: A multimodality study. J Rheumatol 41(9):1766–1773
    • (2014) J Rheumatol , vol.41 , Issue.9 , pp. 1766-1773
    • Teruel, J.R.1    Burghardt, A.J.2    Rivoire, J.3    Srikhum, W.4    Noworolski, S.M.5    Link, T.M.6    Imboden, J.B.7    Li, X.8
  • 77
    • 84871191917 scopus 로고    scopus 로고
    • Automated detection, 3D segmentation and analysis of high resolution spine MR images using statistical shape models
    • COI: 1:STN:280:DC%2BC3s7ot1WisQ%3D%3D, PID: 23201861
    • Neubert A, Fripp J, Engstrom C, Schwarz R, Lauer L, Salvado O, Crozier S (2012) Automated detection, 3D segmentation and analysis of high resolution spine MR images using statistical shape models. Phys Med Biol 57(24):8357–8376
    • (2012) Phys Med Biol , vol.57 , Issue.24 , pp. 8357-8376
    • Neubert, A.1    Fripp, J.2    Engstrom, C.3    Schwarz, R.4    Lauer, L.5    Salvado, O.6    Crozier, S.7
  • 78
    • 84934296662 scopus 로고    scopus 로고
    • 3D lumbar spine intervertebral disc segmentation and compression simulation from MRI using shape-aware models
    • PID: 24996394
    • Haq R, Aras R, Besachio DA, Borgie RC, Audette MA (2015) 3D lumbar spine intervertebral disc segmentation and compression simulation from MRI using shape-aware models. Int J Comput Assist Radiol Surg 10(1):45–54
    • (2015) Int J Comput Assist Radiol Surg , vol.10 , Issue.1 , pp. 45-54
    • Haq, R.1    Aras, R.2    Besachio, D.A.3    Borgie, R.C.4    Audette, M.A.5
  • 79
    • 84922295562 scopus 로고    scopus 로고
    • Automatic bone segmentation and bone-cartilage interface extraction for the shoulder joint from magnetic resonance images
    • PID: 25611124
    • Yang Z, Fripp J, Chandra SS, Neubert A, Xia Y, Strudwick M, Paproki A, Engstrom C, Crozier S (2015) Automatic bone segmentation and bone-cartilage interface extraction for the shoulder joint from magnetic resonance images. Phys Med Biol 60(4):1441–1459
    • (2015) Phys Med Biol , vol.60 , Issue.4 , pp. 1441-1459
    • Yang, Z.1    Fripp, J.2    Chandra, S.S.3    Neubert, A.4    Xia, Y.5    Strudwick, M.6    Paproki, A.7    Engstrom, C.8    Crozier, S.9
  • 81
    • 84930047374 scopus 로고    scopus 로고
    • Automatic and quantitative assessment of regional muscle volume by multi-atlas segmentation using whole-body water-fat MRI
    • PID: 25111561
    • Karlsson A, Rosander J, Romu T, Tallberg J, Grönqvist A, Borga M, Dahlqvist Leinhard O (2015) Automatic and quantitative assessment of regional muscle volume by multi-atlas segmentation using whole-body water-fat MRI. J Magn Reson Imaging 41(6):1558–1569
    • (2015) J Magn Reson Imaging , vol.41 , Issue.6 , pp. 1558-1569
    • Karlsson, A.1    Rosander, J.2    Romu, T.3    Tallberg, J.4    Grönqvist, A.5    Borga, M.6    Dahlqvist Leinhard, O.7
  • 82
    • 84883741497 scopus 로고    scopus 로고
    • State of the art survey on MRI brain tumor segmentation
    • PID: 23790354
    • Gordillo N, Montseney E, Sobervilla P et al (2013) State of the art survey on MRI brain tumor segmentation. Magn Reson Imaging 31(8):1426–1438
    • (2013) Magn Reson Imaging , vol.31 , Issue.8 , pp. 1426-1438
    • Gordillo, N.1    Montseney, E.2    Sobervilla, P.3
  • 83
    • 84959237748 scopus 로고    scopus 로고
    • Li Z, Chen J (2015) Superpixel Segmentation Using Linear Spectral Clustering, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) in press
    • Li Z, Chen J (2015) Superpixel Segmentation Using Linear Spectral Clustering, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) in press
  • 84
    • 84959205572 scopus 로고    scopus 로고
    • Long J, Shelhamer E, Darrell T (2015) Fully Convolutional Networks for Semantic Segmentation The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) in press
    • Long J, Shelhamer E, Darrell T (2015) Fully Convolutional Networks for Semantic Segmentation The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) in press


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