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Volumn 5, Issue 7, 2014, Pages 1980-1992

Noncontact quantitative biomechanical characterization of cardiac muscle using shear wave imaging optical coherence tomography

Author keywords

[No Author keywords available]

Indexed keywords

BIOMECHANICS; COMPRESSION TESTING; ELASTIC MODULI; EXPERIMENTS; HEART; MUSCLE; PLATES (STRUCTURAL COMPONENTS); SHEAR WAVES; WAVE PROPAGATION;

EID: 84903720436     PISSN: None     EISSN: 21567085     Source Type: Journal    
DOI: 10.1364/BOE.5.001980     Document Type: Article
Times cited : (91)

References (56)
  • 2
    • 79951693039 scopus 로고    scopus 로고
    • Cardiac muscle regeneration: Lessons from development
    • M. Mercola, P. Ruiz-Lozano, and M. D. Schneider, "Cardiac muscle regeneration: lessons from development," Genes Dev. 25(4), 299-309 (2011).
    • (2011) Genes Dev , vol.25 , Issue.4 , pp. 299-309
    • Mercola, M.1    Ruiz-Lozano, P.2    Schneider, M.D.3
  • 6
    • 34548827979 scopus 로고    scopus 로고
    • Left ventricular torsional mechanics after left ventricular reconstruction surgery for ischemic cardiomyopathy
    • R. M. Setser, N. G. Smedira, M. L. Lieber, E. D. Sabo, and R. D. White, "Left ventricular torsional mechanics after left ventricular reconstruction surgery for ischemic cardiomyopathy," J. Thorac. Cardiovasc. Surg. 134(4), 888-896 (2007).
    • (2007) J. Thorac. Cardiovasc. Surg , vol.134 , Issue.4 , pp. 888-896
    • Setser, R.M.1    Smedira, N.G.2    Lieber, M.L.3    Sabo, E.D.4    White, R.D.5
  • 8
    • 0034753596 scopus 로고    scopus 로고
    • Endothelial, cardiac muscle and skeletal muscle exhibit different viscous and elastic properties as determined by atomic force microscopy
    • A. B. Mathur, A. M. Collinsworth, W. M. Reichert, W. E. Kraus, and G. A. Truskey, "Endothelial, cardiac muscle and skeletal muscle exhibit different viscous and elastic properties as determined by atomic force microscopy," J. Biomech. 34(12), 1545-1553 (2001).
    • (2001) J. Biomech , vol.34 , Issue.12 , pp. 1545-1553
    • Mathur, A.B.1    Collinsworth, A.M.2    Reichert, W.M.3    Kraus, W.E.4    Truskey, G.A.5
  • 9
    • 0032426658 scopus 로고    scopus 로고
    • Shear wave elasticity imaging: A new ultrasonic technology of medical diagnostics," Ultrasound Med
    • A. P. Sarvazyan, O. V. Rudenko, S. D. Swanson, J. B. Fowlkes, and S. Y. Emelianov, "Shear wave elasticity imaging: a new ultrasonic technology of medical diagnostics," Ultrasound Med. Biol. 24(9), 1419-1435 (1998).
    • (1998) Biol , vol.24 , Issue.9 , pp. 1419-1435
    • Sarvazyan, A.P.1    Rudenko, O.V.2    Swanson, S.D.3    Fowlkes, J.B.4    Emelianov, S.Y.5
  • 10
    • 77953309273 scopus 로고    scopus 로고
    • Magnetic resonance elastography: A review
    • Y. K. Mariappan, K. J. Glaser, and R. L. Ehman, "Magnetic resonance elastography: a review," Clin. Anat. 23(5), 497-511 (2010).
    • (2010) Clin. Anat , vol.23 , Issue.5 , pp. 497-511
    • Mariappan, Y.K.1    Glaser, K.J.2    Ehman, R.L.3
  • 11
    • 0010749679 scopus 로고    scopus 로고
    • OCT elastography: Imaging microscopic deformation and strain of tissue
    • J. Schmitt, "OCT elastography: imaging microscopic deformation and strain of tissue," Opt. Express 3(6), 199-211 (1998).
    • (1998) Opt. Express , vol.3 , Issue.6 , pp. 199-211
    • Schmitt, J.1
  • 12
    • 84857349295 scopus 로고    scopus 로고
    • Quantitative elastography provided by surface acoustic waves measured by phase-sensitive optical coherence tomography
    • C. Li, G. Guan, X. Cheng, Z. Huang, and R. K. Wang, "Quantitative elastography provided by surface acoustic waves measured by phase-sensitive optical coherence tomography," Opt. Lett. 37(4), 722-724 (2012).
    • (2012) Opt. Lett , vol.37 , Issue.4 , pp. 722-724
    • Li, C.1    Guan, G.2    Cheng, X.3    Huang, Z.4    Wang, R.K.5
  • 14
    • 84887872005 scopus 로고    scopus 로고
    • Magnetomotive optical coherence elastography for microrheology of biological tissues
    • V. Crecea, A. Ahmad, and S. A. Boppart, "Magnetomotive optical coherence elastography for microrheology of biological tissues," J. Biomed. Opt. 18(12), 121504 (2013).
    • (2013) J. Biomed. Opt , vol.18 , Issue.12 , pp. 121504
    • Crecea, V.1    Ahmad, A.2    Boppart, S.A.3
  • 15
    • 84863712583 scopus 로고    scopus 로고
    • Needle optical coherence elastography for tissue boundary detection
    • K. M. Kennedy, B. F. Kennedy, R. A. McLaughlin, and D. D. Sampson, "Needle optical coherence elastography for tissue boundary detection," Opt. Lett. 37(12), 2310-2312 (2012).
    • (2012) Opt. Lett , vol.37 , Issue.12 , pp. 2310-2312
    • Kennedy, K.M.1    Kennedy, B.F.2    McLaughlin, R.A.3    Sampson, D.D.4
  • 16
    • 84884952772 scopus 로고    scopus 로고
    • 3D static elastography at the micrometer scale using Full Field OCT
    • A. Nahas, M. Bauer, S. Roux, and A. C. Boccara, "3D static elastography at the micrometer scale using Full Field OCT," Biomed. Opt. Express 4(10), 2138-2149 (2013).
    • (2013) Biomed. Opt. Express , vol.4 , Issue.10 , pp. 2138-2149
    • Nahas, A.1    Bauer, M.2    Roux, S.3    Boccara, A.C.4
  • 17
    • 47849093881 scopus 로고    scopus 로고
    • Optical micro-scale mapping of dynamic biomechanical tissue properties
    • X. Liang, A. L. Oldenburg, V. Crecea, E. J. Chaney, and S. A. Boppart, "Optical micro-scale mapping of dynamic biomechanical tissue properties," Opt. Express 16(15), 11052-11065 (2008).
    • (2008) Opt. Express , vol.16 , Issue.15 , pp. 11052-11065
    • Liang, X.1    Oldenburg, A.L.2    Crecea, V.3    Chaney, E.J.4    Boppart, S.A.5
  • 19
    • 84870578792 scopus 로고    scopus 로고
    • Phase-resolved acoustic radiation force optical coherence elastography
    • W. Qi, R. Chen, L. Chou, G. Liu, J. Zhang, Q. Zhou, and Z. Chen, "Phase-resolved acoustic radiation force optical coherence elastography," J. Biomed. Opt. 17(11), 110-505 (2012).
    • (2012) J. Biomed. Opt , vol.17 , Issue.11 , pp. 110-505
    • Qi, W.1    Chen, R.2    Chou, L.3    Liu, G.4    Zhang, J.5    Zhou, Q.6    Chen, Z.7
  • 20
    • 77953840418 scopus 로고    scopus 로고
    • Dynamic spectral-domain optical coherence elastography for tissue characterization
    • X. Liang, S. G. Adie, R. John, and S. A. Boppart, "Dynamic spectral-domain optical coherence elastography for tissue characterization," Opt. Express 18(13), 14183-14190 (2010).
    • (2010) Opt. Express , vol.18 , Issue.13 , pp. 14183-14190
    • Liang, X.1    Adie, S.G.2    John, R.3    Boppart, S.A.4
  • 21
    • 84893045760 scopus 로고    scopus 로고
    • A Review of Optical Coherence Elastography: Fundamentals, Techniques and Prospects
    • B. F. Kennedy, K. M. Kennedy, and D. D. Sampson, "A Review of Optical Coherence Elastography: Fundamentals, Techniques and Prospects," IEEE J. Sel. Top. Quantum Electron. 20(2), 1-17 (2014).
    • (2014) IEEE J. Sel. Top. Quantum Electron , vol.20 , Issue.2 , pp. 1-17
    • Kennedy, B.F.1    Kennedy, K.M.2    Sampson, D.D.3
  • 22
    • 79953771320 scopus 로고    scopus 로고
    • Optical coherence elastography: Current status and future applications
    • C. Sun, B. Standish, and V. X. D. Yang, "Optical coherence elastography: current status and future applications," J. Biomed. Opt. 16(4), 043001 (2011).
    • (2011) J. Biomed. Opt , vol.16 , Issue.4 , pp. 043001
    • Sun, C.1    Standish, B.2    Yang, V.X.D.3
  • 23
    • 80052042978 scopus 로고    scopus 로고
    • Dynamic optical coherence elastography: A review
    • X. Liang, V. Crecea, and S. A. Boppart, "Dynamic optical coherence elastography: a review," J. Innov. Opt. Health Sci. 3(4), 221-233 (2010).
    • (2010) J. Innov. Opt. Health Sci , vol.3 , Issue.4 , pp. 221-233
    • Liang, X.1    Crecea, V.2    Boppart, S.A.3
  • 24
    • 84892152240 scopus 로고    scopus 로고
    • Analysis of mechanical contrast in optical coherence elastography
    • K. M. Kennedy, C. Ford, B. F. Kennedy, M. B. Bush, and D. D. Sampson, "Analysis of mechanical contrast in optical coherence elastography," J. Biomed. Opt. 18(12), 121-508 (2013).
    • (2013) J. Biomed. Opt , vol.18 , Issue.12 , pp. 121-508
    • Kennedy, K.M.1    Ford, C.2    Kennedy, B.F.3    Bush, M.B.4    Sampson, D.D.5
  • 25
    • 72449204617 scopus 로고    scopus 로고
    • In vivo dynamic optical coherence elastography using a ring actuator
    • B. F. Kennedy, T. R. Hillman, R. A. McLaughlin, B. C. Quirk, and D. D. Sampson, "In vivo dynamic optical coherence elastography using a ring actuator," Opt. Express 17(24), 21762-21772 (2009).
    • (2009) Opt. Express , vol.17 , Issue.24 , pp. 21762-21772
    • Kennedy, B.F.1    Hillman, T.R.2    McLaughlin, R.A.3    Quirk, B.C.4    Sampson, D.D.5
  • 27
    • 76849117177 scopus 로고    scopus 로고
    • Resonant acoustic spectroscopy of soft tissues using embedded magnetomotive nanotransducers and optical coherence tomography
    • A. L. Oldenburg and S. A. Boppart, "Resonant acoustic spectroscopy of soft tissues using embedded magnetomotive nanotransducers and optical coherence tomography," Phys. Med. Biol. 55(4), 1189-1201 (2010).
    • (2010) Phys. Med. Biol , vol.55 , Issue.4 , pp. 1189-1201
    • Oldenburg, A.L.1    Boppart, S.A.2
  • 28
    • 79957600000 scopus 로고    scopus 로고
    • Elastic properties of soft tissue-mimicking phantoms assessed by combined use of laser ultrasonics and low coherence interferometry
    • C. Li, Z. Huang, and R. K. Wang, "Elastic properties of soft tissue-mimicking phantoms assessed by combined use of laser ultrasonics and low coherence interferometry," Opt. Express 19(11), 10153-10163 (2011).
    • (2011) Opt. Express , vol.19 , Issue.11 , pp. 10153-10163
    • Li, C.1    Huang, Z.2    Wang, R.K.3
  • 29
    • 84863926447 scopus 로고    scopus 로고
    • Feasibility of optical coherence elastography measurements of shear wave propagation in homogeneous tissue equivalent phantoms
    • M. Razani, A. Mariampillai, C. Sun, T. W. H. Luk, V. X. D. Yang, and M. C. Kolios, "Feasibility of optical coherence elastography measurements of shear wave propagation in homogeneous tissue equivalent phantoms," Biomed. Opt. Express 3(5), 972-980 (2012).
    • (2012) Biomed. Opt. Express , vol.3 , Issue.5 , pp. 972-980
    • Razani, M.1    Mariampillai, A.2    Sun, C.3    Luk, T.W.H.4    Yang, V.X.D.5    Kolios, M.C.6
  • 30
    • 84897586216 scopus 로고    scopus 로고
    • Shear wave pulse compression for dynamic elastography using phase-sensitive optical coherence tomography
    • T. M. Nguyen, S. Song, B. Arnal, E. Y. Wong, Z. Huang, R. K. Wang, and M. O'Donnell, "Shear wave pulse compression for dynamic elastography using phase-sensitive optical coherence tomography," J. Biomed. Opt. 19(1), 016013 (2014).
    • (2014) J. Biomed. Opt , vol.19 , Issue.1 , pp. 016013
    • Nguyen, T.M.1    Song, S.2    Arnal, B.3    Wong, E.Y.4    Huang, Z.5    Wang, R.K.6    O'Donnell, M.7
  • 31
    • 84895831793 scopus 로고    scopus 로고
    • Shear modulus imaging by direct visualization of propagating shear waves with phase-sensitive optical coherence tomography
    • S. Song, Z. Huang, T. M. Nguyen, E. Y. Wong, B. Arnal, M. O'Donnell, and R. K. Wang, "Shear modulus imaging by direct visualization of propagating shear waves with phase-sensitive optical coherence tomography," J. Biomed. Opt. 18(12), 121509 (2013).
    • (2013) J. Biomed. Opt , vol.18 , Issue.12 , pp. 121509
    • Song, S.1    Huang, Z.2    Nguyen, T.M.3    Wong, E.Y.4    Arnal, B.5    O'Donnell, M.6    Wang, R.K.7
  • 32
    • 84897004918 scopus 로고    scopus 로고
    • Visualizing ultrasonically induced shear wave propagation using phase-sensitive optical coherence tomography for dynamic elastography
    • T.-M. Nguyen, S. Song, B. Arnal, Z. Huang, M. O'Donnell, and R. K. Wang, "Visualizing ultrasonically induced shear wave propagation using phase-sensitive optical coherence tomography for dynamic elastography," Opt. Lett. 39(4), 838-841 (2014).
    • (2014) Opt. Lett , vol.39 , Issue.4 , pp. 838-841
    • Nguyen, T.-M.1    Song, S.2    Arnal, B.3    Huang, Z.4    O'Donnell, M.5    Wang, R.K.6
  • 33
    • 84862110237 scopus 로고    scopus 로고
    • Noncontact all-optical measurement of corneal elasticity
    • C. Li, G. Guan, Z. Huang, M. Johnstone, and R. K. Wang, "Noncontact all-optical measurement of corneal elasticity," Opt. Lett. 37(10), 1625-1627 (2012).
    • (2012) Opt. Lett , vol.37 , Issue.10 , pp. 1625-1627
    • Li, C.1    Guan, G.2    Huang, Z.3    Johnstone, M.4    Wang, R.K.5
  • 34
    • 84857349240 scopus 로고    scopus 로고
    • Determining elastic properties of skin by measuring surface waves from an impulse mechanical stimulus using phase-sensitive optical coherence tomography
    • C. Li, G. Guan, R. Reif, Z. Huang, and R. K. Wang, "Determining elastic properties of skin by measuring surface waves from an impulse mechanical stimulus using phase-sensitive optical coherence tomography," J. R. Soc. Interface 9(70), 831-841 (2012).
    • (2012) J. R. Soc. Interface , vol.9 , Issue.70 , pp. 831-841
    • Li, C.1    Guan, G.2    Reif, R.3    Huang, Z.4    Wang, R.K.5
  • 35
    • 77950289564 scopus 로고    scopus 로고
    • Biomechanical properties of In vivo human skin from dynamic optical coherence elastography
    • X. Liang and S. A. Boppart, "Biomechanical properties of In vivo human skin from dynamic optical coherence elastography," IEEE Trans. Biomed. Eng. 57(4), 953-959 (2010).
    • (2010) IEEE Trans. Biomed. Eng , vol.57 , Issue.4 , pp. 953-959
    • Liang, X.1    Boppart, S.A.2
  • 36
    • 84871271797 scopus 로고    scopus 로고
    • Noncontact measurement of elasticity for the detection of soft-tissue tumors using phase-sensitive optical coherence tomography combined with a focused air-puff system
    • S. Wang, J. Li, R. K. Manapuram, F. M. Menodiado, D. R. Ingram, M. D. Twa, A. J. Lazar, D. C. Lev, R. E. Pollock, and K. V. Larin, "Noncontact measurement of elasticity for the detection of soft-tissue tumors using phase-sensitive optical coherence tomography combined with a focused air-puff system," Opt. Lett. 37(24), 5184-5186 (2012).
    • (2012) Opt. Lett , vol.37 , Issue.24 , pp. 5184-5186
    • Wang, S.1    Li, J.2    Manapuram, R.K.3    Menodiado, F.M.4    Ingram, D.R.5    Twa, M.D.6    Lazar, A.J.7    Lev, D.C.8    Pollock, R.E.9    Larin, K.V.10
  • 37
    • 84891365436 scopus 로고    scopus 로고
    • Shear wave imaging optical coherence tomography (SWI-OCT) for ocular tissue biomechanics
    • S. Wang and K. V. Larin, "Shear wave imaging optical coherence tomography (SWI-OCT) for ocular tissue biomechanics," Opt. Lett. 39(1), 41-44 (2014).
    • (2014) Opt. Lett , vol.39 , Issue.1 , pp. 41-44
    • Wang, S.1    Larin, K.V.2
  • 39
    • 84887872314 scopus 로고    scopus 로고
    • Tracking mechanical wave propagation within tissue using phase-sensitive optical coherence tomography: Motion artifact and its compensation
    • S. Song, Z. Huang, and R. K. Wang, "Tracking mechanical wave propagation within tissue using phase-sensitive optical coherence tomography: motion artifact and its compensation," J. Biomed. Opt. 18(12), 121-505 (2013).
    • (2013) J. Biomed. Opt , vol.18 , Issue.12 , pp. 121-505
    • Song, S.1    Huang, Z.2    Wang, R.K.3
  • 40
    • 2442466831 scopus 로고    scopus 로고
    • Supersonic shear imaging: A new technique for soft tissue elasticity mapping
    • J. Bercoff, M. Tanter, and M. Fink, "Supersonic shear imaging: a new technique for soft tissue elasticity mapping," IEEE Trans. Ultrason. Ferroelectr. Freq. Control 51(4), 396-409 (2004).
    • (2004) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.51 , Issue.4 , pp. 396-409
    • Bercoff, J.1    Tanter, M.2    Fink, M.3
  • 41
    • 80053248907 scopus 로고    scopus 로고
    • Medical ultrasound: Imaging of soft tissue strain and elasticity
    • P. N. Wells and H. D. Liang, "Medical ultrasound: imaging of soft tissue strain and elasticity," J. R. Soc. Interface 8(64), 1521-1549 (2011).
    • (2011) J. R. Soc. Interface , vol.8 , Issue.64 , pp. 1521-1549
    • Wells, P.N.1    Liang, H.D.2
  • 42
    • 84897508169 scopus 로고    scopus 로고
    • Aging and Cardiac Fibrosis
    • A. Biernacka and N. G. Frangogiannis, "Aging and Cardiac Fibrosis," Aging Dis. 2(2), 158-173 (2011).
    • (2011) Aging Dis , vol.2 , Issue.2 , pp. 158-173
    • Biernacka, A.1    Frangogiannis, N.G.2
  • 43
    • 76049101228 scopus 로고    scopus 로고
    • Multiwave imaging and super resolution
    • M. Fink and M. Tanter, "Multiwave imaging and super resolution," Print edition 63, 28-33 (2010).
    • (2010) Print Edition , vol.63 , pp. 28-33
    • Fink, M.1    Tanter, M.2
  • 44
    • 84863753268 scopus 로고    scopus 로고
    • High speed spectral domain optical coherence tomography for retinal imaging at 500,000 A-lines per second
    • L. An, P. Li, T. T. Shen, and R. Wang, "High speed spectral domain optical coherence tomography for retinal imaging at 500,000 A-lines per second," Biomed. Opt. Express 2(10), 2770-2783 (2011).
    • (2011) Biomed. Opt. Express , vol.2 , Issue.10 , pp. 2770-2783
    • An, L.1    Li, P.2    Shen, T.T.3    Wang, R.4
  • 48
    • 0019365516 scopus 로고
    • Tissue characterization," Ultrasound Med
    • R. C. Chivers, "Tissue characterization," Ultrasound Med. Biol. 7(1), 1-20 (1981).
    • (1981) Biol , vol.7 , Issue.1 , pp. 1-20
    • Chivers, R.C.1
  • 49
    • 84896936707 scopus 로고    scopus 로고
    • Optical coherence tomography can assess skeletal muscle tissue from mouse models of muscular dystrophy by parametric imaging of the attenuation coefficient
    • B. R. Klyen, L. Scolaro, T. Shavlakadze, M. D. Grounds, and D. D. Sampson, "Optical coherence tomography can assess skeletal muscle tissue from mouse models of muscular dystrophy by parametric imaging of the attenuation coefficient," Biomed. Opt. Express 5(4), 1217-1232 (2014).
    • (2014) Biomed. Opt. Express , vol.5 , Issue.4 , pp. 1217-1232
    • Klyen, B.R.1    Scolaro, L.2    Shavlakadze, T.3    Grounds, M.D.4    Sampson, D.D.5
  • 50
    • 84874687837 scopus 로고    scopus 로고
    • Imaging myocardial fiber orientation using polarization sensitive optical coherence tomography
    • C. Fan and G. Yao, "Imaging myocardial fiber orientation using polarization sensitive optical coherence tomography," Biomed. Opt. Express 4(3), 460-465 (2013).
    • (2013) Biomed. Opt. Express , vol.4 , Issue.3 , pp. 460-465
    • Fan, C.1    Yao, G.2
  • 51
    • 84895727773 scopus 로고    scopus 로고
    • Optical coherence tomography detection of shear wave propagation in inhomogeneous tissue equivalent phantoms and ex-vivo carotid artery samples
    • M. Razani, T. W. H. Luk, A. Mariampillai, P. Siegler, T.-R. Kiehl, M. C. Kolios, and V. X. D. Yang, "Optical coherence tomography detection of shear wave propagation in inhomogeneous tissue equivalent phantoms and ex-vivo carotid artery samples," Biomed. Opt. Express 5(3), 895-906 (2014).
    • (2014) Biomed. Opt. Express , vol.5 , Issue.3 , pp. 895-906
    • Razani, M.1    Luk, T.W.H.2    Mariampillai, A.3    Siegler, P.4    Kiehl, T.-R.5    Kolios, M.C.6    Yang, V.X.D.7
  • 53
    • 84863908556 scopus 로고    scopus 로고
    • Sequential Turning Acquisition and Reconstruction (STAR) method for four-dimensional imaging of cyclically moving structures
    • I. V. Larina, K. V. Larin, M. E. Dickinson, and M. Liebling, "Sequential Turning Acquisition and Reconstruction (STAR) method for four-dimensional imaging of cyclically moving structures," Biomed. Opt. Express 3(3), 650-660 (2012).
    • (2012) Biomed. Opt. Express , vol.3 , Issue.3 , pp. 650-660
    • Larina, I.V.1    Larin, K.V.2    Dickinson, M.E.3    Liebling, M.4
  • 54
    • 33645454664 scopus 로고    scopus 로고
    • Four-dimensional cardiac imaging in living embryos via postacquisition synchronization of nongated slice sequences
    • M. Liebling, A. S. Forouhar, M. Gharib, S. E. Fraser, and M. E. Dickinson, "Four-dimensional cardiac imaging in living embryos via postacquisition synchronization of nongated slice sequences," J. Biomed. Opt. 10(5), 054001 (2005).
    • (2005) J. Biomed. Opt , vol.10 , Issue.5 , pp. 054001
    • Liebling, M.1    Forouhar, A.S.2    Gharib, M.3    Fraser, S.E.4    Dickinson, M.E.5
  • 56
    • 0033133515 scopus 로고    scopus 로고
    • Estimation of near-surface shear-wave velocity by inversion of Rayleigh waves
    • J. Xia, R. D. Miller, and C. B. Park, "Estimation of near-surface shear-wave velocity by inversion of Rayleigh waves," Geophysics 64(3), 691-700 (1999).
    • (1999) Geophysics , vol.64 , Issue.3 , pp. 691-700
    • Xia, J.1    Miller, R.D.2    Park, C.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.