메뉴 건너뛰기




Volumn 220, Issue 8, 2006, Pages 831-843

Automated classification of articular cartilage surfaces based on surface texture

Author keywords

Automated classification; Cartilage surfaces; Osteoarthritis; Wear

Indexed keywords

BONE; CARTILAGE; IMAGE ANALYSIS; JOINTS (ANATOMY); MORPHOLOGY; PATTERN RECOGNITION; SCANNING ELECTRON MICROSCOPY; TEXTURES; WEAR OF MATERIALS; AUTOMATION; DIAGNOSIS; PATTERN RECOGNITION SYSTEMS; STAINLESS STEEL;

EID: 33846328392     PISSN: 09544119     EISSN: None     Source Type: Journal    
DOI: 10.1243/09544119JEIM214     Document Type: Article
Times cited : (7)

References (57)
  • 1
    • 33846301918 scopus 로고
    • Walker, J. M. and Bernick, S. (Eds) (John Wright & Sons, Bristol)
    • Walker, J. M. and Bernick, S. (Eds) Natural ageing and exercise on joints, 1987 (John Wright & Sons, Bristol).
    • (1987) Natural Ageing and Exercise on Joints
  • 2
    • 0034233056 scopus 로고    scopus 로고
    • Changes occurring in the surface morphology of articular cartilage during wear
    • Graindorge, S. L. and Stachowiak, G. W. Changes occurring in the surface morphology of articular cartilage during wear. Wear, 2000, 241, 143-150.
    • (2000) Wear , vol.241 , pp. 143-150
    • Graindorge, S.L.1    Stachowiak, G.W.2
  • 3
    • 0036009221 scopus 로고    scopus 로고
    • A rig for acquisition of standardized trabecular bone radiographs
    • Podsiadlo, P. and Stachowiak, G. W. A rig for acquisition of standardized trabecular bone radiographs. Acta Radiologica, 2002, 43, 101-103.
    • (2002) Acta Radiologica , vol.43 , pp. 101-103
    • Podsiadlo, P.1    Stachowiak, G.W.2
  • 4
    • 22444439310 scopus 로고    scopus 로고
    • Use of non-degenerative human osteochondral tissue and confocal laser scanning microscopy for the study of chondrocyte death at cartilage surgery
    • Huntley, J. S., Simpson, A. H., and Hall, A. C. Use of non-degenerative human osteochondral tissue and confocal laser scanning microscopy for the study of chondrocyte death at cartilage surgery. Eur. Cells Mater., 2005, 9, 13-22.
    • (2005) Eur. Cells Mater. , vol.9 , pp. 13-22
    • Huntley, J.S.1    Simpson, A.H.2    Hall, A.C.3
  • 5
    • 0942276715 scopus 로고    scopus 로고
    • The cartilage standard evaluation form/knee
    • The cartilage standard evaluation form/knee. ICRS Newsletter, 1998.
    • (1998) ICRS Newsletter
  • 6
    • 0036223903 scopus 로고    scopus 로고
    • Analysis of trabecular bone texture by modified Hurst orientation transform method
    • Podsiadlo, P. and Stachowiak, G. W. Analysis of trabecular bone texture by modified Hurst orientation transform method. Med. Physics, 2002, 29(4), 460-474.
    • (2002) Med. Physics , vol.29 , Issue.4 , pp. 460-474
    • Podsiadlo, P.1    Stachowiak, G.W.2
  • 9
    • 4844230486 scopus 로고    scopus 로고
    • Photoshop-based image analysis of canine articular cartilage after subchondral damage
    • Lahm, A., Uhl, M., Lehr, H. A., Ihling, C., Kreuz, P. C., and Haberstroh, J. Photoshop-based image analysis of canine articular cartilage after subchondral damage. Arch. Orthop. Trauma Surg., 2004, 124, 431-436.
    • (2004) Arch. Orthop. Trauma Surg. , vol.124 , pp. 431-436
    • Lahm, A.1    Uhl, M.2    Lehr, H.A.3    Ihling, C.4    Kreuz, P.C.5    Haberstroh, J.6
  • 10
    • 0024556939 scopus 로고
    • Occult cartilage and bone injuries of the knee: Detection, classification and assessment with MR imaging
    • Mink, J. H. and Deutsch, A. L. Occult cartilage and bone injuries of the knee: detection, classification and assessment with MR imaging. Radiology, 1989, 170, 823-829.
    • (1989) Radiology , vol.170 , pp. 823-829
    • Mink, J.H.1    Deutsch, A.L.2
  • 11
    • 26044432511 scopus 로고    scopus 로고
    • Imaging of the surface of human and bovine artilcular cartilage with ESEM and AFM
    • Crockett, R., Roos, S., Rossbach, P., Dora, C., Born, W., and Troxler, H. Imaging of the surface of human and bovine artilcular cartilage with ESEM and AFM. Trib. Lett., 2005, 19(4), 311-317.
    • (2005) Trib. Lett. , vol.19 , Issue.4 , pp. 311-317
    • Crockett, R.1    Roos, S.2    Rossbach, P.3    Dora, C.4    Born, W.5    Troxler, H.6
  • 12
    • 0036699384 scopus 로고    scopus 로고
    • The effects of lipid depletion on osteoarthritic wear
    • Ballantine, G. C. and Stachowiak, G. W. The effects of lipid depletion on osteoarthritic wear. Wear, 2002, 253, 385-393.
    • (2002) Wear , vol.253 , pp. 385-393
    • Ballantine, G.C.1    Stachowiak, G.W.2
  • 13
    • 0032605335 scopus 로고    scopus 로고
    • The influence of continuous sliding and subsequent surface wear on the friction of articular cartilage
    • Forster, H. and Fisher, J. The influence of continuous sliding and subsequent surface wear on the friction of articular cartilage. Proc. Instn Mech. Engrs, Part H: J. Engineering in Medicine, 1999, 213, 329-345.
    • (1999) Proc. Instn Mech. Engrs, Part H: J. Engineering in Medicine , vol.213 , pp. 329-345
    • Forster, H.1    Fisher, J.2
  • 14
    • 25844472289 scopus 로고    scopus 로고
    • Monopolar radiofrequency treatment of partial-thickness cartilage defects in the sheep knee joint leads to extended cartilage injury
    • Kaab, M. J., Ball, H. J., Rotter, A., Mainil-Varlet, P., apGwynn, I., and Weller, A. Monopolar radiofrequency treatment of partial-thickness cartilage defects in the sheep knee joint leads to extended cartilage injury. Am. J. Sports Med., 2005, 33(10), 1472-1478.
    • (2005) Am. J. Sports Med. , vol.33 , Issue.10 , pp. 1472-1478
    • Kaab, M.J.1    Ball, H.J.2    Rotter, A.3    Mainil-Varlet, P.4    ApGwynn, I.5    Weller, A.6
  • 20
    • 0034849012 scopus 로고    scopus 로고
    • Statistical models of appearance for medical image analysis and computer vision
    • In San Diego, California
    • Cootes, T. F. and Taylor, C. J. Statistical models of appearance for medical image analysis and computer vision. In Proceedings of SPIE Med. Imaging, San Diego, California, 2001, pp. 236-248.
    • (2001) Proceedings of SPIE Med. Imaging , pp. 236-248
    • Cootes, T.F.1    Taylor, C.J.2
  • 21
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • Zhang, Y., Smith, S., and Brady, M. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging, 2001, 20(1), 45-57.
    • (2001) IEEE Trans. Med. Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Smith, S.2    Brady, M.3
  • 23
    • 1342282537 scopus 로고    scopus 로고
    • Statistical image analysis for a confocal microscopy two-dimensional section of cartilage growth
    • Al-Awadhi, F., Jennison, C., and Hurn, M. Statistical image analysis for a confocal microscopy two-dimensional section of cartilage growth. Appl. Statistics, 2004, 53(1), 31-49.
    • (2004) Appl. Statistics , vol.53 , Issue.1 , pp. 31-49
    • Al-Awadhi, F.1    Jennison, C.2    Hurn, M.3
  • 24
    • 0025449535 scopus 로고
    • Non-linear statistical technique applied to data from baboon articular cartilage
    • Warskyj, M. and Hickey, D. S. Non-linear statistical technique applied to data from baboon articular cartilage. Comput. Meth. Programs Biomed., 1990, 32(2), 107-114.
    • (1990) Comput. Meth. Programs Biomed. , vol.32 , Issue.2 , pp. 107-114
    • Warskyj, M.1    Hickey, D.S.2
  • 25
    • 31444435854 scopus 로고    scopus 로고
    • A comparison of texture feature extraction methods for machine condition monitoring and failure analysis
    • Stachowiak, G. P., Podsiadlo, P., and Stachowiak, G. W. A comparison of texture feature extraction methods for machine condition monitoring and failure analysis. Trib. Lett., 2005, 20(2), 133-147.
    • (2005) Trib. Lett. , vol.20 , Issue.2 , pp. 133-147
    • Stachowiak, G.P.1    Podsiadlo, P.2    Stachowiak, G.W.3
  • 26
    • 33745781857 scopus 로고    scopus 로고
    • Evaluation of methods for reduction of surface texture features
    • Stachowiak, G. P., Podsiadlo, P., and Stachowiak, G. W. Evaluation of methods for reduction of surface texture features. Trib. Lett., 2006, 22(2), 151-165.
    • (2006) Trib. Lett. , vol.22 , Issue.2 , pp. 151-165
    • Stachowiak, G.P.1    Podsiadlo, P.2    Stachowiak, G.W.3
  • 28
    • 0025696373 scopus 로고
    • The effects of exposure of articular cartilage to air, a histochemical and ultrastructural investigation
    • Speer, K. P., Callaghan, J. J., Seaber, A. V., and Tucker, J. A. The effects of exposure of articular cartilage to air, a histochemical and ultrastructural investigation. J. Bone Jt Surg., 1990, 72A, 1442-1450.
    • (1990) J. Bone Jt Surg. , vol.72 A , pp. 1442-1450
    • Speer, K.P.1    Callaghan, J.J.2    Seaber, A.V.3    Tucker, J.A.4
  • 29
    • 17644386293 scopus 로고    scopus 로고
    • Wear of articular cartilage: Wear mechanisms and the anti-wear role of lipids in the joint
    • PhD Thesis, Mechanical Engineering Department, University of Western Australia, Perth
    • Graindorge, S. L. Wear of articular cartilage: wear mechanisms and the anti-wear role of lipids in the joint. PhD Thesis, Mechanical Engineering Department, University of Western Australia, Perth, 2001.
    • (2001)
    • Graindorge, S.L.1
  • 30
    • 0032454953 scopus 로고    scopus 로고
    • Tribology of UHMWPE tested against a stainless steel counterface in unidirectional sliding in presence of models in synovial fluids: Part 1
    • Chandrasekaran, M., Wei, L. Y., Venkateshwaran, K. K., Batchelor, A. W., and Loh, N. L. Tribology of UHMWPE tested against a stainless steel counterface in unidirectional sliding in presence of models in synovial fluids: Part 1. Wear, 1998, 223, 13-21.
    • (1998) Wear , vol.223 , pp. 13-21
    • Chandrasekaran, M.1    Wei, L.Y.2    Venkateshwaran, K.K.3    Batchelor, A.W.4    Loh, N.L.5
  • 31
    • 0028262845 scopus 로고
    • Friction and wear changes in synovial joints
    • Stachowiak, G. W., Batchelor, A. W., and Griffiths, B. J. Friction and wear changes in synovial joints. Wear, 1994, 171, 135-142.
    • (1994) Wear , vol.171 , pp. 135-142
    • Stachowiak, G.W.1    Batchelor, A.W.2    Griffiths, B.J.3
  • 34
    • 85024562703 scopus 로고
    • The role of lubrication in biomechanical joints
    • Mow, V. C. The role of lubrication in biomechanical joints. Trans. ASME J. Lubrication Technol., 1969, 91, 320-329.
    • (1969) Trans. ASME J. Lubrication Technol. , vol.91 , pp. 320-329
    • Mow, V.C.1
  • 35
    • 0015096303 scopus 로고
    • Cracking joints: A bioengineering study of cavitation in the metacarpophalangeal joint
    • Unsworth, A., Dowson, D., and Wright, V. Cracking joints: a bioengineering study of cavitation in the metacarpophalangeal joint. Rheum. Dis., 1971, 30, 348-358.
    • (1971) Rheum. Dis. , vol.30 , pp. 348-358
    • Unsworth, A.1    Dowson, D.2    Wright, V.3
  • 37
    • 0032168282 scopus 로고    scopus 로고
    • In vivo determination of contact areas and pressure of the femorotibial joint using non-linear finite element analysis
    • Perie, D. and Hobatho, M. C. In vivo determination of contact areas and pressure of the femorotibial joint using non-linear finite element analysis. Clin. Biomech., 1998, 13, 394-402.
    • (1998) Clin. Biomech. , vol.13 , pp. 394-402
    • Perie, D.1    Hobatho, M.C.2
  • 38
    • 0030987217 scopus 로고    scopus 로고
    • Ultrasonic characterization of in vitro osteoarthritic articular cartilage with validation by confocal microscopy
    • Chiang, E. H., Laing, T. J., Meyer, C. R., Boes, J. L., Rubin, J. M., and Adler, R. S. Ultrasonic characterization of in vitro osteoarthritic articular cartilage with validation by confocal microscopy. Ultrasound in Med.-Biol., 1997, 23(2), 205-213.
    • (1997) Ultrasound in Med.-Biol. , vol.23 , Issue.2 , pp. 205-213
    • Chiang, E.H.1    Laing, T.J.2    Meyer, C.R.3    Boes, J.L.4    Rubin, J.M.5    Adler, R.S.6
  • 39
    • 33846266848 scopus 로고    scopus 로고
    • The effect of surface active phospholipids on the lubrication of osteoarthritic sheep knee joints: Friction
    • In (Ed. G. W. Stachowiak), Perth, Australia
    • Ozturk, H. E., Jones, C. F., Stoffel, K. K., and Stachowiak, G. W. The effect of surface active phospholipids on the lubrication of osteoarthritic sheep knee joints: friction. In Proceedings of AUSTRIB 2002 (Ed. G. W. Stachowiak), Perth, Australia, 2002, pp. 293-300.
    • (2002) Proceedings of AUSTRIB 2002 , pp. 293-300
    • Ozturk, H.E.1    Jones, C.F.2    Stoffel, K.K.3    Stachowiak, G.W.4
  • 40
    • 0037410696 scopus 로고    scopus 로고
    • Texture classification using wavelet transform
    • Arivazhagan, S. and Ganesan, L. Texture classification using wavelet transform. Pattern. Recognition Lett., 2003, 24(16), 1513-1521.
    • (2003) Pattern. Recognition Lett. , vol.24 , Issue.16 , pp. 1513-1521
    • Arivazhagan, S.1    Ganesan, L.2
  • 41
    • 1542316654 scopus 로고    scopus 로고
    • Nonlinear feature extraction based on centroids and kernel functions
    • Park, C. H. and Park, H. Nonlinear feature extraction based on centroids and kernel functions. Pattern Recognition, 2004, 37(4) 801-810.
    • (2004) Pattern Recognition , vol.37 , Issue.4 , pp. 801-810
    • Park, C.H.1    Park, H.2
  • 42
    • 21844475661 scopus 로고    scopus 로고
    • Dimension reduction in text classification with support vector machines
    • Kim, H., Howland, P., and Park H. Dimension reduction in text classification with support vector machines. J. Mach. Learning Res., 2005, 6, 37-53.
    • (2005) J. Mach. Learning Res. , vol.6 , pp. 37-53
    • Kim, H.1    Howland, P.2    Park, H.3
  • 43
    • 0037209489 scopus 로고    scopus 로고
    • The use of kernel principal component analysis to model data distributions
    • Twining, C. J. and Taylor, C. J. The use of kernel principal component analysis to model data distributions. Pattern Recognition, 2003, 36(1), 217-227.
    • (2003) Pattern Recognition , vol.36 , Issue.1 , pp. 217-227
    • Twining, C.J.1    Taylor, C.J.2
  • 44
    • 34147093358 scopus 로고    scopus 로고
    • Multi-class linear feature extraction by nonlinear PCA
    • In (Eds A. Sanfeliu, J. J. Villanueva, M. Vanrell, R. Alquezar, A. K. Jain, and J. Kittler), Barcelona, Spain, 3-7 September (IEEE Computer Society Press)
    • Duin, R. P. W., Loog, M., and Haeb-Umbach, R. Multi-class linear feature extraction by nonlinear PCA. In Proceedings of 15th International Conference on Pattern Recognition, ICPR 15 (Eds A. Sanfeliu, J. J. Villanueva, M. Vanrell, R. Alquezar, A. K. Jain, and J. Kittler), Barcelona, Spain, 3-7 September 2000, pp. 398-401 (IEEE Computer Society Press).
    • (2000) Proceedings of 15th International Conference on Pattern Recognition, ICPR 15 , pp. 398-401
    • Duin, R.P.W.1    Loog, M.2    Haeb-Umbach, R.3
  • 46
    • 0024904699 scopus 로고
    • Multifrequency channel decompositions of images and wavelet models
    • Mallat, S. G. Multifrequency channel decompositions of images and wavelet models. IEEE Trans. Acoust. Speech. Signal Processing, 1989, 37(12), 2091-2110.
    • (1989) IEEE Trans. Acoust. Speech. Signal Processing , vol.37 , Issue.12 , pp. 2091-2110
    • Mallat, S.G.1
  • 47
    • 0042341519 scopus 로고    scopus 로고
    • Rotation and scale invariant texture features using discrete wavelet packet transform
    • Manthalkar, R., Biswas, P. K., and Chatterji, B. N. Rotation and scale invariant texture features using discrete wavelet packet transform. Pattern Recognition Lett., 2003, 24(24), 2455-2462.
    • (2003) Pattern Recognition Lett. , vol.24 , Issue.24 , pp. 2455-2462
    • Manthalkar, R.1    Biswas, P.K.2    Chatterji, B.N.3
  • 49
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Barges, C. J. C. A tutorial on support vector machines for pattern recognition. Data Mining Knowledge Discovery, 1998, 2, 1-43.
    • (1998) Data Mining Knowledge Discovery , vol.2 , pp. 1-43
    • Barges, C.J.C.1
  • 50
    • 0037255870 scopus 로고    scopus 로고
    • Optimized region finding and edge detection of knee cartilage surfaces from magnetic resonance images
    • Angelini, E. D. and Ciaccio, E. J. Optimized region finding and edge detection of knee cartilage surfaces from magnetic resonance images. Ann. Biomed. Engng, 2002, 31, 336-345.
    • (2002) Ann. Biomed. Engng , vol.31 , pp. 336-345
    • Angelini, E.D.1    Ciaccio, E.J.2
  • 51
    • 0030975814 scopus 로고    scopus 로고
    • Scanning electron microscopy of 'fibrillated' and 'malacic' human articular cartilage: Technical considerations
    • Clark, J. M. and Simonian, P. T. Scanning electron microscopy of 'fibrillated' and 'malacic' human articular cartilage: technical considerations. Microsc. Res. Technique, 1997, 39, 299-313.
    • (1997) Microsc. Res. Technique , vol.39 , pp. 299-313
    • Clark, J.M.1    Simonian, P.T.2
  • 52
    • 0027631710 scopus 로고
    • Human articular cartilage during osteoarthrosis: A study under the scanning electron microscope
    • Gulisano, M., Delrio, A. N., Fadda, M., and Marceddu, S. Human articular cartilage during osteoarthrosis: a study under the scanning electron microscope. Ital. J. Anat. Embryol., 1993, 98(3), 175-185.
    • (1993) Ital. J. Anat. Embryol. , vol.98 , Issue.3 , pp. 175-185
    • Gulisano, M.1    Delrio, A.N.2    Fadda, M.3    Marceddu, S.4
  • 53
    • 0032772736 scopus 로고    scopus 로고
    • The surface contour of articular cartilage in an intact, loaded joint
    • Clark, J. M., Norman, A. G., Kaab, M. J., and Noutzli, H. P. The surface contour of articular cartilage in an intact, loaded joint. J. Anat., 1999, 195, 45-56.
    • (1999) J. Anat. , vol.195 , pp. 45-56
    • Clark, J.M.1    Norman, A.G.2    Kaab, M.J.3    Noutzli, H.P.4
  • 54
    • 0028833833 scopus 로고
    • Experimental assessment by high frequency ultrasound of articular cartilage thickness and osteoarthritic changes
    • Myers, S. L., Dines, K., Brandt, D. A., Brandt, K. D., and Albrecht, M. E. Experimental assessment by high frequency ultrasound of articular cartilage thickness and osteoarthritic changes. J. Rheumatol., 1995, 22(1), 109-116.
    • (1995) J. Rheumatol. , vol.22 , Issue.1 , pp. 109-116
    • Myers, S.L.1    Dines, K.2    Brandt, D.A.3    Brandt, K.D.4    Albrecht, M.E.5
  • 55
    • 13444249882 scopus 로고    scopus 로고
    • Histological assessment of the chondral and connective tissues of the knee by confocal arthroscope
    • Jones, C. W., Keogh, A., Smolinski, D., Wu, J. P., Kirk, T. B., and Zheng, M. H. Histological assessment of the chondral and connective tissues of the knee by confocal arthroscope. J. Musculoskeletal. Res., 2004, 8(2-3), 75-86.
    • (2004) J. Musculoskeletal. Res. , vol.8 , Issue.2-3 , pp. 75-86
    • Jones, C.W.1    Keogh, A.2    Smolinski, D.3    Wu, J.P.4    Kirk, T.B.5    Zheng, M.H.6
  • 57
    • 0348223338 scopus 로고    scopus 로고
    • Hand-held arthroscopic optical coherence tomography for in vivo high-resolution imaging of articular cartilage
    • Pan, Y., Li, Z., Xie, T., and Chu, C. R. Hand-held arthroscopic optical coherence tomography for in vivo high-resolution imaging of articular cartilage. J. Biomed. Optics, 2003, 8(4), 648-654.
    • (2003) J. Biomed. Optics , vol.8 , Issue.4 , pp. 648-654
    • Pan, Y.1    Li, Z.2    Xie, T.3    Chu, C.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.