메뉴 건너뛰기




Volumn 37, Issue 4, 2010, Pages 1382-1391

Texture analysis of carotid artery atherosclerosis from three-dimensional ultrasound images

Author keywords

Carotid artery plaque; Features selection; Multi classification; Texture; Ultrasound imaging

Indexed keywords

CLASSIFICATION (OF INFORMATION); DISEASES; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE SEGMENTATION; PATIENT TREATMENT; TEXTURES; ULTRASONIC IMAGING;

EID: 77950573887     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3301592     Document Type: Article
Times cited : (45)

References (48)
  • 2
    • 0034099864 scopus 로고    scopus 로고
    • The symptomatic carotid plaque
    • J. Golledge, R. M. Greenhalgh, and A. H. Davies, " The symptomatic carotid plaque.," Stroke 0039-2499 31, 774-781 (2000). (Pubitemid 30131669)
    • (2000) Stroke , vol.31 , Issue.3 , pp. 774-781
    • Golledge, J.1    Greenhalgh, R.M.2    Davies, A.H.3
  • 4
    • 0030446218 scopus 로고    scopus 로고
    • Three-dimensional power Doppler imaging: A phantom study to quantify vessel stenosis
    • DOI 10.1016/S0301-5629(96)00125-1
    • Z. Guo and A. Fenster, " Three-dimensional power Doppler imaging: A phantom study to quantify vessel stenosis.," Ultrasound Med. Biol. 0301-5629 22, 1059-1069 (1996). 10.1016/S0301-5629(96)00125-1 (Pubitemid 26423861)
    • (1996) Ultrasound in Medicine and Biology , vol.22 , Issue.8 , pp. 1059-1069
    • Guo, Z.1    Fenster, A.2
  • 5
    • 0035062141 scopus 로고    scopus 로고
    • A real vessel phantom for flow imaging: 3-D doppler ultrasound of steady flow
    • DOI 10.1016/S0301-5629(00)00277-5, PII S0301562900002775
    • W. Dabrowski, J. Dunmore-Buyze, H. N. Cardinal, and A. Fenster, " A real vessel phantom for flow imaging: 3-d Doppler ultrasound of steady flow.," Ultrasound Med. Biol. 0301-5629 27, 135-141 (2001). 10.1016/S0301-5629(00)00277-5 (Pubitemid 32280240)
    • (2001) Ultrasound in Medicine and Biology , vol.27 , Issue.1 , pp. 135-141
    • Dabrowski, W.1    Dunmore-Buyze, J.2    Cardinal H.Neale3    Fenster, A.4
  • 7
    • 1842523392 scopus 로고    scopus 로고
    • Measurement of Carotid Plaque Volume by 3-Dimensional Ultrasound
    • DOI 10.1161/01.STR.0000121161.61324.ab
    • A. Landry, J. D. Spence, and A. Fenster, " Measurement of carotid plaque volume by 3-dimensional ultrasound.," Stroke 0039-2499 35, 864-869 (2004). 10.1161/01.STR.0000121161.61324.ab (Pubitemid 38419793)
    • (2004) Stroke , vol.35 , Issue.4 , pp. 864-869
    • Landry, A.1    Spence, J.D.2    Fenster, A.3
  • 8
    • 20144378761 scopus 로고    scopus 로고
    • Quantification of carotid plaque volume measurements using 3D ultrasound imaging
    • DOI 10.1016/j.ultrasmedbio.2005.02.011, PII S0301562905001122
    • A. Landry, J. D. Spence, and A. Fenster, " Quantification of carotid plaque volume measurements using 3D ultrasound imaging.," Ultrasound Med. Biol. 0301-5629 31, 751-762 (2005). 10.1016/j.ultrasmedbio.2005.02.011 (Pubitemid 40776074)
    • (2005) Ultrasound in Medicine and Biology , vol.31 , Issue.6 , pp. 751-762
    • Landry, A.1    Spence, J.D.2    Fenster, A.3
  • 9
    • 24644493282 scopus 로고    scopus 로고
    • 3D ultrasound measurement of change in carotid plaque volume: A tool for rapid evaluation of new therapies
    • DOI 10.1161/01.STR.0000178543.19433.20
    • C. D. Ainsworth, C. C. Blake, A. Tamayo, V. Beletsky, A. Fenster, and J. D. Spence, " 3D ultrasound measurement of change in carotid plaque volume: A tool for rapid evaluation of new therapies.," Stroke 0039-2499 36, 1904-1909 (2005). 10.1161/01.STR.0000178543.19433.20 (Pubitemid 41266524)
    • (2005) Stroke , vol.36 , Issue.9 , pp. 1904-1909
    • Ainsworth, C.D.1    Blake, C.C.2    Tamayo, A.3    Beletsky, V.4    Fenster, A.5    Spence, J.D.6
  • 10
    • 34249278783 scopus 로고    scopus 로고
    • Validation of 3D Ultrasound Vessel Wall Volume: An Imaging Phenotype of Carotid Atherosclerosis
    • DOI 10.1016/j.ultrasmedbio.2007.01.013, PII S0301562907000798
    • M. Egger, J. D. Spence, A. Fenster, and G. Parraga, " Validation of 3D ultrasound vessel wall volume: An imaging phenotype of carotid atherosclerosis.," Ultrasound Med. Biol. 0301-5629 33, 905-914 (2007). 10.1016/j.ultrasmedbio.2007.01.013 (Pubitemid 46809785)
    • (2007) Ultrasound in Medicine and Biology , vol.33 , Issue.6 , pp. 905-914
    • Egger, M.1    Spence, J.D.2    Fenster, A.3    Parraga, G.4
  • 11
    • 37049034055 scopus 로고    scopus 로고
    • Mapping spatial and temporal changes in carotid atherosclerosis from three-dimensional ultrasound images
    • DOI 10.1016/j.ultrasmedbio.2007.07.004, PII S0301562907003572
    • M. Egger, B. Chiu, J. D. Spence, A. Fenster, and G. Parraga, " Mapping spatial and temporal changes in carotid atherosclerosis from three-dimensional ultrasound images.," Ultrasound Med. Biol. 0301-5629 34, 64-72 (2008). 10.1016/j.ultrasmedbio.2007.07.004 (Pubitemid 350250987)
    • (2008) Ultrasound in Medicine and Biology , vol.34 , Issue.1 , pp. 64-72
    • Egger, M.1    Chiu, B.2    Spence, J.D.3    Fenster, A.4    Parraga, G.5
  • 12
    • 54149103059 scopus 로고    scopus 로고
    • Comparison of B-mode ultrasound, 3-dimensional ultrasound, and magnetic resonance imaging measurements of carotid atherosclerosis
    • 0278-4297.
    • M. Egger, A. Krasinski, B. K. Rutt, A. Fenster, and G. Parraga, " Comparison of B-mode ultrasound, 3-dimensional ultrasound, and magnetic resonance imaging measurements of carotid atherosclerosis.," J. Ultrasound Med. 0278-4297 27, 1321-1334 (2008).
    • (2008) J. Ultrasound Med. , vol.27 , pp. 1321-1334
    • Egger, M.1    Krasinski, A.2    Rutt, B.K.3    Fenster, A.4    Parraga, G.5
  • 13
    • 33645281720 scopus 로고    scopus 로고
    • The role of statins in reversing atherosclerosis: What the latest regression studies show
    • 0896-4327,. 10.1111/j.1540-8183.2006.00097.x
    • C. L. Grines, " The role of statins in reversing atherosclerosis: What the latest regression studies show.," J. Interv. Cardiol. 0896-4327 19, 3-9 (2006). 10.1111/j.1540-8183.2006.00097.x
    • (2006) J. Interv. Cardiol. , vol.19 , pp. 3-9
    • Grines, C.L.1
  • 14
    • 0035943069 scopus 로고    scopus 로고
    • Use of intravascular ultrasound to compare effects of different strategies of lipid-lowering therapy on plaque volume and composition in patients with coronary artery disease
    • M. Schartl, W. Bocksch, D. H. Koschyk, W. Voelker, K. R. Karsch, J. Kreuzer, D. Hausmann, S. Beckmann, and M. Gross, " Use of intravascular ultrasound to compare effects of different strategies of lipid-lowering therapy on plaque volume and composition in patients with coronary artery disease.," Circulation 0009-7322 104, 387-392 (2001). 10.1161/hc2901.093188 (Pubitemid 32678266)
    • (2001) Circulation , vol.104 , Issue.4 , pp. 387-392
    • Schartl, M.1    Bocksch, W.2    Koschyk, D.H.3    Voelker, W.4    Karsch, K.R.5    Kreuzer, J.6    Hausmann, D.7    Beckmann, S.8    Gross, M.9
  • 15
    • 34447337743 scopus 로고    scopus 로고
    • Atherosclerosis imaging in statin intervention trials
    • DOI 10.1093/qjmed/hcm025
    • H. Yanai, H. Yoshida, Y. Tomono, and N. Tada, " Atherosclerosis imaging in statin intervention trials.," QJM 1460-2725 100, 253-262 (2007). 10.1093/qjmed/hcm025 (Pubitemid 47062902)
    • (2007) QJM , vol.100 , Issue.5 , pp. 253-262
    • Yanai, H.1    Yoshida, H.2    Tomono, Y.3    Tada, N.4
  • 16
    • 0035723951 scopus 로고    scopus 로고
    • Effects of prolonged intensive lipid-lowering therapy on the characteristics of carotid atherosclerotic plaques in vivo by MRI: A case-control study
    • X. Q. Zhao, C. Yuan, T. S. Hatsukami, E. H. Frechette, X. J. Kang, K. R. Maravilla, and B. G. Brown, " Effects of prolonged intensive lipid-lowering therapy on the characteristics of carotid atherosclerotic plaques in vivo by MRI: A case-control study.," Arterioscler., Thromb., Vasc. Biol. 1079-5642 21, 1623-1629 (2001). 10.1161/hq1001.098463 (Pubitemid 34215582)
    • (2001) Arteriosclerosis, Thrombosis, and Vascular Biology , vol.21 , Issue.10 , pp. 1623-1629
    • Zhao, X.-Q.1    Yuan, C.2    Hatsukami, T.S.3    Frechette, E.H.4    Kang, X.-J.5    Maravilla, K.R.6    Brown, B.G.7
  • 17
    • 0035916233 scopus 로고    scopus 로고
    • Pravastatin treatment increases collagen content and decreases lipid content, inflammation, metalloproteinases, and cell death in human carotid plaques: Implications for plaque stabilization
    • M. Crisby, G. Nordin-Fredriksson, P. K. Shah, J. Yano, J. Zhu, and J. Nilsson, " Pravastatin treatment increases collagen content and decreases lipid content, inflammation, metalloproteinases, and cell death in human carotid plaques: Implications for plaque stabilization.," Circulation 0009-7322 103, 926-933 (2001). (Pubitemid 32183796)
    • (2001) Circulation , vol.103 , Issue.7 , pp. 926-933
    • Crisby, M.1    Nordin-Fredriksson, G.2    Shah, P.K.3    Yano, J.4    Zhu, J.5    Nilsson, J.6
  • 18
    • 0043028148 scopus 로고    scopus 로고
    • Texture-based classification of atherosclerotic carotid plaques
    • 0278-0062,. 10.1109/TMI.2003.815066
    • C. I. Christodoulou, C. S. Pattichis, M. Pantziaris, and A. Nicolaides, " Texture-based classification of atherosclerotic carotid plaques.," IEEE Trans. Med. Imaging 0278-0062 22, 902-912 (2003). 10.1109/TMI.2003.815066
    • (2003) IEEE Trans. Med. Imaging , vol.22 , pp. 902-912
    • Christodoulou, C.I.1    Pattichis, C.S.2    Pantziaris, M.3    Nicolaides, A.4
  • 19
    • 35248865305 scopus 로고    scopus 로고
    • A comparative study of morphological and other texture features for the characterization of atherosclerotic carotid plaques
    • Computer Analysis of Images and Patterns
    • C. I. Christodoulou, E. Kyriacou, M. S. Pattichis, C. S. Pattichis, and A. Nicolaides, " A comparative study of morphological and other texture features for the characterization of atherosclerotic carotid plaques.," in Computer Analysis of Images and Patterns (Springer, Berlin/Heidelberg, 2003), pp. 503-511. (Pubitemid 37059944)
    • (2003) Lecture Notes In Computer Science , Issue.2756 , pp. 503-511
    • Christodoulou, C.I.1    Kyriacou, E.2    Pattichis, M.S.3    Pattichis, C.S.4    Nicolaides, A.5
  • 21
    • 57849090497 scopus 로고    scopus 로고
    • Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images
    • 10.1007/s10489-007-0072-0 0924-669X
    • E. Kyriacou, M. Pattichis, C. Pattichis, A. Mavrommatis, C. Christodoulou, S. Kakkos, and A. Nicolaides, " Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images.," Appl. Intell. 30, 3-23 (2009). 10.1007/s10489-007-0072-0 0924-669X
    • (2009) Appl. Intell. , vol.30 , pp. 3-23
    • Kyriacou, E.1    Pattichis, M.2    Pattichis, C.3    Mavrommatis, A.4    Christodoulou, C.5    Kakkos, S.6    Nicolaides, A.7
  • 23
    • 33847401040 scopus 로고    scopus 로고
    • Texture Analysis of Ultrasonic Images of Symptomatic Carotid Plaques can Identify Those Plaques Associated with Ipsilateral Embolic Brain Infarction
    • DOI 10.1016/j.ejvs.2006.10.018, PII S1078588406006034
    • S. K. Kakkos, J. M. Stevens, A. N. Nicolaides, E. Kyriacou, C. S. Pattichis, G. Geroulakos, and D. Thomas, " Texture analysis of ultrasonic images of symptomatic carotid plaques can identify those plaques associated with ipsilateral embolic brain infarction.," Eur. J. Vasc. Endovasc Surg. 1078-5884 33, 422-429 (2007). 10.1016/j.ejvs.2006.10.018 (Pubitemid 46336588)
    • (2007) European Journal of Vascular and Endovascular Surgery , vol.33 , Issue.4 , pp. 422-429
    • Kakkos, S.K.1    Stevens, J.M.2    Nicolaides, A.N.3    Kyriacou, E.4    Pattichis, C.S.5    Geroulakos, G.6    Thomas, D.7
  • 24
    • 33845673594 scopus 로고    scopus 로고
    • Computer-aided diagnosis of carotid atherosclerosis based on ultrasound image statistics, laws' texture and neural networks
    • DOI 10.1016/j.ultrasmedbio.2006.07.032, PII S0301562906017741
    • S. G. Mougiakakou, S. Golemati, I. Gousias, A. N. Nicolaides, and K. S. Nikita, " Computer-aided diagnosis of carotid atherosclerosis based on ultrasound image statistics, Laws' texture and neural networks.," Ultrasound Med. Biol. 0301-5629 33, 26-36 (2007). 10.1016/j.ultrasmedbio.2006. 07.032 (Pubitemid 44959328)
    • (2007) Ultrasound in Medicine and Biology , vol.33 , Issue.1 , pp. 26-36
    • Mougiakakou, S.Gr.1    Golemati, S.2    Gousias, I.3    Nicolaides, A.N.4    Nikita, K.S.5
  • 25
    • 65249133037 scopus 로고    scopus 로고
    • Magnetic resonance imaging and three-dimensional ultrasound of carotid atherosclerosis: Mapping regional differences
    • 1053-1807,. 10.1002/jmri.21709
    • A. Krasinski, B. Chiu, A. Fenster, and G. Parraga, " Magnetic resonance imaging and three-dimensional ultrasound of carotid atherosclerosis: Mapping regional differences.," J. Magn. Reson Imaging 1053-1807 29, 901-908 (2009). 10.1002/jmri.21709
    • (2009) J. Magn. Reson Imaging , vol.29 , pp. 901-908
    • Krasinski, A.1    Chiu, B.2    Fenster, A.3    Parraga, G.4
  • 26
    • 0036799365 scopus 로고    scopus 로고
    • Theoretical and experimental quantification of carotid plaque volume measurements made by three-dimensional ultrasound using test phantoms
    • DOI 10.1118/1.1510130
    • A. Landry and A. Fenster, " Theoretical and experimental quantification of carotid plaque volume measurements made by three-dimensional ultrasound using test phantoms.," Med. Phys. 0094-2405 29, 2319-2327 (2002). 10.1118/1.1510130 (Pubitemid 35204440)
    • (2002) Medical Physics , vol.29 , Issue.10 , pp. 2319-2327
    • Landry, A.1    Fenster, A.2
  • 27
    • 0035005966 scopus 로고    scopus 로고
    • Three-dimensional ultrasound imaging
    • DOI 10.1088/0031-9155/46/5/201, PII S0031915501120890
    • A. Fenster, D. B. Downey, and H. N. Cardinal, " Three-dimensional ultrasound imaging.," Phys. Med. Biol. 0031-9155 46, R67-R99 (2001). 10.1088/0031-9155/46/5/201 (Pubitemid 32440189)
    • (2001) Physics in Medicine and Biology , vol.46 , Issue.5
    • Fenster, A.1    Downey, D.B.2    Cardinal, H.N.3
  • 28
    • 0031726069 scopus 로고    scopus 로고
    • The effect of B-mode ultrasonic image standardisation on the echodensity of symptomatic and asymptomatic carotid bifurcation plaques
    • T. Elatrozy, A. Nicolaides, T. Tegos, A. Zarka, M. Griffin, and M. Sabetai, " The effect of B-mode ultrasonic image standardization on the echogenicity of symptomatic and asymptomatic carotid bifurcation plaques.," Int. Angiol 0392-9590 17, 179-186 (1998). (Pubitemid 28524062)
    • (1998) International Angiology , vol.17 , Issue.3 , pp. 179-186
    • Elatrozy, T.1    Nicolaides, A.2    Tegos, Th.3    Zarka, A.Z.4    Griffin, M.5    Sabetai, M.6
  • 29
    • 0035164324 scopus 로고    scopus 로고
    • Major variation in carotid bifurcation anatomy: A possible risk factor for plaque development?
    • 0039-2499,. 10.1161/hs1101.097391
    • U. G. R. Schulz and P. M. Rothwell, " Major variation in carotid bifurcation anatomy: A possible risk factor for plaque development?," Stroke 0039-2499 32, 2522-2529 (2001). 10.1161/hs1101.097391
    • (2001) Stroke , vol.32 , pp. 2522-2529
    • Schulz, U.G.R.1    Rothwell, P.M.2
  • 31
    • 85043064296 scopus 로고    scopus 로고
    • University of Lodz, COST Report No. B11.
    • A. Materka and M. Strzelecki, University of Lodz, COST Report No. B11, 1998.
    • (1998)
    • Materka, A.1    Strzelecki, M.2
  • 32
    • 0015680481 scopus 로고
    • Texture features for image classification
    • 0018-9472,. 10.1109/TSMC.1973.4309314
    • R. M. Haralick, K. Shanmugam, and I. Dinstein, " Texture features for image classification.," IEEE Trans. Syst. Man Cybern. 0018-9472 3, 610-621 (1973). 10.1109/TSMC.1973.4309314
    • (1973) IEEE Trans. Syst. Man Cybern. , vol.3 , pp. 610-621
    • Haralick, R.M.1    Shanmugam, K.2    Dinstein, I.3
  • 33
    • 0001416258 scopus 로고
    • Texture analysis using gray level run lengths
    • 0146-664X,. 10.1016/S0146-664X(75)80008-6
    • M. Galloway, " Texture analysis using gray level run lengths.," Comput. Graph. Image Process. 0146-664X 4, 172-179 (1975). 10.1016/S0146- 664X(75)80008-6
    • (1975) Comput. Graph. Image Process. , vol.4 , pp. 172-179
    • Galloway, M.1
  • 34
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • 0018-9219,. 10.1109/PROC.1979.11328
    • R. M. Haralick, " Statistical and structural approaches to texture.," Proc. IEEE 0018-9219 67, 786-804 (1979). 10.1109/PROC.1979.11328
    • (1979) Proc. IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 35
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • 0018-9472.
    • J. S. Weszka, C. R. Dyer, and A. Rosenfield, " A comparative study of texture measures for terrain classification.," IEEE Trans. Syst. Man Cybern. 0018-9472 SMC-6, 269-285 (1976).
    • (1976) IEEE Trans. Syst. Man Cybern. , vol.6 , pp. 269-285
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfield, A.3
  • 36
    • 0024738619 scopus 로고
    • Textural features corresponding to textural properties
    • DOI 10.1109/21.44046
    • M. Amadasun and R. King, " Textural features corresponding to textural properties.," IEEE Trans. Syst. Man Cybern. 0018-9472 19, 1264-1274 (1989). 10.1109/21.44046 (Pubitemid 20642913)
    • (1989) IEEE Transactions on Systems, Man and Cybernetics , vol.19 , Issue.5 , pp. 1264-1273
    • Amadasun Moses1    King Robert2
  • 37
    • 85054952615 scopus 로고
    • Rapid texture identification
    • 0277-786X.
    • K. Laws, " Rapid texture identification.," Proc. SPIE 0277-786X 238, 376-380 (1980).
    • (1980) Proc. SPIE , vol.238 , pp. 376-380
    • Laws, K.1
  • 38
    • 85043082109 scopus 로고
    • thesis, University of Southern California.
    • K. Laws, thesis, University of Southern California, 1980.
    • (1980)
    • Laws, K.1
  • 39
    • 85043061699 scopus 로고
    • thesis, University of Waterloo
    • F. T. D'Astous, thesis, University of Waterloo, 1983.
    • (1983)
    • D'Astous, F.T.1
  • 40
    • 0039718909 scopus 로고
    • Spatial light modulator for texture classification
    • 0003-6935,. 10.1364/AO.28.004992
    • J. Haggerty and M. Young, " Spatial light modulator for texture classification.," Appl. Opt. 0003-6935 28, 4992-4995 (1989). 10.1364/AO.28.004992
    • (1989) Appl. Opt. , vol.28 , pp. 4992-4995
    • Haggerty, J.1    Young, M.2
  • 42
    • 85043072900 scopus 로고    scopus 로고
    • PRTOOLS 4.1.4: A MATLAB toolbox for pattern recognition (Pattern Recognition Group, Delft University of Technology).
    • R. P. W. Duin, PRTOOLS 4.1.4: A MATLAB toolbox for pattern recognition (Pattern Recognition Group, Delft University of Technology, 2008).
    • (2008)
    • Duin, R.P.W.1
  • 43
    • 0028547556 scopus 로고
    • Floating search methods for feature selection
    • 0167-8655,. 10.1016/0167-8655(94)90127-9
    • P. Pudil, J. Novovicova, and J. Kittler, " Floating search methods for feature selection.," Pattern Recogn. Lett. 0167-8655 15, 1119-1125 (1994). 10.1016/0167-8655(94)90127-9
    • (1994) Pattern Recogn. Lett. , vol.15 , pp. 1119-1125
    • Pudil, P.1    Novovicova, J.2    Kittler, J.3
  • 45
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: an experimental comparison
    • DOI 10.1016/S0031-3203(99)00223-X
    • L. I. Kuncheva, J. C. Bezdek, and R. P. W. Duin, " Decision templates for multiple classifier fusion: An experimental comparison.," Pattern Recogn. 0031-3203 34, 299-314 (2001). 10.1016/S0031-3203(99)00223-X (Pubitemid 32871876)
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 47
    • 52649119172 scopus 로고    scopus 로고
    • A "Twisting and bending" model-based nonrigid image registration technique for 3-D ultrasound carotid images
    • Article number 4448998
    • N. D. Nanayakkara, B. Chiu, A. Samani, J. D. Spence, J. Samarabandu, and A. Fenster, " A "twisting and bending" model-based nonrigid image registration technique for 3-d ultrasound carotid images.," IEEE Trans. Med. Imaging 0278-0062 27, 1378-1388 (2008). 10.1109/TMI.2008.918326 (Pubitemid 351668446)
    • (2008) IEEE Transactions on Medical Imaging , vol.27 , Issue.10 , pp. 1378-1388
    • Nanayakkara, N.D.1    Chiu, B.2    Samani, A.3    Spence, J.D.4    Samarabandu, J.5    Fenster, A.6
  • 48
    • 59249096210 scopus 로고    scopus 로고
    • Nonrigid registration of three-dimensional ultrasound and magnetic resonance images of the carotid arteries
    • 0094-2405,. 10.1118/1.3056458
    • N. D. Nanayakkara, B. Chiu, A. Samani, J. D. Spence, J. Samarabandu, G. Parraga, and A. Fenster, " Nonrigid registration of three-dimensional ultrasound and magnetic resonance images of the carotid arteries.," Med. Phys. 0094-2405 36, 373-385 (2009). 10.1118/1.3056458
    • (2009) Med. Phys. , vol.36 , pp. 373-385
    • Nanayakkara, N.D.1    Chiu, B.2    Samani, A.3    Spence, J.D.4    Samarabandu, J.5    Parraga, G.6    Fenster, A.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.