메뉴 건너뛰기




Volumn 58, Issue 17, 2013, Pages 5959-5982

Novel 3D ultrasound image-based biomarkers based on a feature selection from a 2D standardized vessel wall thickness map: A tool for sensitive assessment of therapies for carotid atherosclerosis

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENT TREATMENTS; LOCAL DISTRIBUTIONS; MANAGEMENT STRATEGIES; MEASUREMENT TOOLS; MEASUREMENTS OF; PROOF OF PRINCIPLES; SELECTION TECHNIQUES; VOLUMETRIC MEASUREMENT;

EID: 84883151356     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/58/17/5959     Document Type: Article
Times cited : (23)

References (41)
  • 1
    • 24644493282 scopus 로고    scopus 로고
    • 3D ultrasound measurement of change in carotid plaque volume: A tool for rapid evaluation of new therapies
    • 10.1161/01.STR.0000178543.19433.20 0039-2499
    • Ainsworth C D, Blake C C, Tamayo A, Beletsky V, Fenster A and Spence J D 2005 3D ultrasound measurement of change in carotid plaque volume: a tool for rapid evaluation of new therapies Stroke 36 1904-9
    • (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
  • 2
    • 0031053116 scopus 로고    scopus 로고
    • Psychological stress and the progression of carotid artery disease
    • 10.1097/00004872-199715010-00004 0263-6352
    • Barnett P A, Spence J D, Manuck S B and Jennings J R 1997 Psychological stress and the progression of carotid artery disease J. Hypertens. 15 49-55
    • (1997) J. Hypertens. , vol.15 , Issue.1 , pp. 49-55
    • Barnett, P.A.1    Spence, J.D.2    Manuck, S.B.3    Jennings, J.R.4
  • 4
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • 10.1109/72.298224 1045-9227
    • Battiti R 1994 Using mutual information for selecting features in supervised neural net learning IEEE Trans. Neural Netw. 5 537-50
    • (1994) IEEE Trans. Neural Netw. , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1
  • 5
    • 34047121555 scopus 로고    scopus 로고
    • Rainbow color map (still) considered harmful
    • 10.1109/MCG.2007.323435 0272-1716
    • Borland D and Taylor M R 2007 Rainbow color map (still) considered harmful IEEE Comput. Graph. Appl. 27 14-17
    • (2007) IEEE Comput. Graph. Appl. , vol.27 , Issue.2 , pp. 14-17
    • Borland, D.1    Taylor, M.R.2
  • 6
    • 0345167154 scopus 로고    scopus 로고
    • Carotid intima-media thickness measurements in intervention studies: Design options, progression rates, and sample size considerations: A point of view
    • 10.1161/01.STR.0000102044.27905.B5 0039-2499
    • Bots M L, Evans G W, Riley W A and Grobbee D E 2003 Carotid intima-media thickness measurements in intervention studies: design options, progression rates, and sample size considerations: a point of view Stroke 34 2985-94
    • (2003) Stroke , vol.34 , Issue.12 , pp. 2985-2994
    • Bots, M.L.1    Evans, G.W.2    Riley, W.A.3    Grobbee, D.E.4
  • 8
    • 63649129377 scopus 로고    scopus 로고
    • Analysis of carotid lumen surface morphology using three-dimensional ultrasound imaging
    • 10.1088/0031-9155/54/5/004 0031-9155
    • Chiu B, Beletsky V, Spence J D, Parraga G and Fenster A 2009 Analysis of carotid lumen surface morphology using three-dimensional ultrasound imaging Phys. Med. Biol. 54 1149-67
    • (2009) Phys. Med. Biol. , vol.54 , Issue.5 , pp. 1149-1167
    • Chiu, B.1    Beletsky, V.2    Spence, J.D.3    Parraga, G.4    Fenster, A.5
  • 9
    • 54249134385 scopus 로고    scopus 로고
    • Area-preserving flattening maps of 3D ultrasound carotid arteries images
    • 10.1016/j.media.2008.04.002 1361-8415
    • Chiu B, Egger M, Spence J D, Parraga G and Fenster A 2008a Area-preserving flattening maps of 3D ultrasound carotid arteries images Med. Image Anal. 12 676-88
    • (2008) Med. Image Anal. , vol.12 , Issue.6 , pp. 676-688
    • Chiu, B.1    Egger, M.2    Spence, J.D.3    Parraga, G.4    Fenster, A.5
  • 10
    • 48349094600 scopus 로고    scopus 로고
    • Quantification of carotid vessel wall and plaque thickness change using 3D ultrasound images
    • 10.1118/1.2955550 0094-2405
    • Chiu B, Egger M, Spence J D, Parraga G and Fenster A 2008b Quantification of carotid vessel wall and plaque thickness change using 3D ultrasound images Med. Phys. 35 3691-710
    • (2008) Med. Phys. , vol.35 , Issue.8 , pp. 3691-3710
    • Chiu, B.1    Egger, M.2    Spence, J.D.3    Parraga, G.4    Fenster, A.5
  • 11
    • 84867226687 scopus 로고    scopus 로고
    • Characterization of carotid plaques on 3-dimensional ultrasound imaging by registration with multicontrast magnetic resonance imaging
    • Chiu B, Shamdasani V, Entrekin R, Yuan C and Kerwin W S 2012 Characterization of carotid plaques on 3-dimensional ultrasound imaging by registration with multicontrast magnetic resonance imaging J. Ultrasound Med. 31 1567-80 PMID: 23011620
    • (2012) J. Ultrasound Med. , vol.31 , pp. 1567-1580
    • Chiu, B.1    Shamdasani, V.2    Entrekin, R.3    Yuan, C.4    Kerwin, W.S.5
  • 12
    • 84878221586 scopus 로고    scopus 로고
    • Quantification and visualization of carotid segmentation accuracy and precision using a 2D standardized carotid map
    • 10.1088/0031-9155/58/11/3671 0031-9155
    • Chiu B, Ukwatta E, Shavakh S and Fenster A 2013 Quantification and visualization of carotid segmentation accuracy and precision using a 2D standardized carotid map Phys. Med. Biol. 58 3671-703
    • (2013) Phys. Med. Biol. , vol.58 , Issue.11 , pp. 3671-3703
    • Chiu, B.1    Ukwatta, E.2    Shavakh, S.3    Fenster, A.4
  • 13
    • 13844298045 scopus 로고    scopus 로고
    • Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information
    • 10.1109/TNN.2004.841414 1045-9227
    • Chow T W S and Huang D 2005 Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information IEEE Trans. Neural Netw. 16 213-24
    • (2005) IEEE Trans. Neural Netw. , vol.16 , Issue.1 , pp. 213-224
    • Chow, T.W.S.1    Huang, D.2
  • 14
    • 0028929099 scopus 로고
    • Risk of stroke in the distribution of an asymptomatic carotid artery
    • 10.1016/S0140-6736(95)90220-1 0140-6736
    • ECST Collaborative Group 1995 Risk of stroke in the distribution of an asymptomatic carotid artery Lancet 345 209-12
    • (1995) Lancet , vol.345 , Issue.8944 , pp. 209-212
  • 15
    • 37049034055 scopus 로고    scopus 로고
    • Mapping spatial and temporal changes in carotid atherosclerosis from three-dimensional ultrasound images
    • 10.1016/j.ultrasmedbio.2007.07.004 0301-5629
    • Egger M, Chiu B, Spence J D, Fenster A and Parraga G 2008 Mapping spatial and temporal changes in carotid atherosclerosis from three-dimensional ultrasound images Ultrasound Med. Biol. 34 64-72
    • (2008) Ultrasound Med. Biol. , vol.34 , Issue.1 , pp. 64-72
    • Egger, M.1    Chiu, B.2    Spence, J.D.3    Fenster, A.4    Parraga, G.5
  • 16
    • 34249278783 scopus 로고    scopus 로고
    • Validation of 3D ultrasound vessel wall volume: An imaging phenotype of carotid atherosclerosis
    • 10.1016/j.ultrasmedbio.2007.01.013 0301-5629
    • Egger M, Spence J D, Fenster A and Parraga G 2007 Validation of 3D ultrasound vessel wall volume: an imaging phenotype of carotid atherosclerosis Ultrasound Med. Biol. 33 905-14
    • (2007) Ultrasound Med. Biol. , vol.33 , Issue.6 , pp. 905-914
    • Egger, M.1    Spence, J.D.2    Fenster, A.3    Parraga, G.4
  • 17
    • 0029031034 scopus 로고
    • Embolus detection in different degrees of carotid disease
    • 0161-6412
    • Eicke B M, von Lorentz J and Paulus W 1995 Embolus detection in different degrees of carotid disease Neurol. Res. 17 181-4 PMID: 7643973
    • (1995) Neurol. Res. , vol.17 , pp. 181-184
    • Eicke, B.M.1    Von Lorentz, J.2    Paulus, W.3
  • 19
    • 80053571267 scopus 로고    scopus 로고
    • Expression of apolipoprotein A-I in rabbit carotid endothelium protects against atherosclerosis
    • 10.1038/mt.2011.133 1525-0016
    • Flynn R, Qian K, Tang C, Dronadula N, Buckler J M, Jiang B, Wen S, Dichek H L and Dichek D A 2011 Expression of apolipoprotein A-I in rabbit carotid endothelium protects against atherosclerosis Mol. Ther. 19 1833-41
    • (2011) Mol. Ther. , vol.19 , Issue.10 , pp. 1833-1841
    • Flynn, R.1    Qian, K.2    Tang, C.3    Dronadula, N.4    Buckler, J.M.5    Jiang, B.6    Wen, S.7    Dichek, H.L.8    Dichek, D.A.9
  • 20
    • 0034099864 scopus 로고    scopus 로고
    • The symptomatic carotid plaque
    • 10.1161/01.STR.31.3.774 0039-2499
    • Golledge J, Greenhalgh R M and Davies A H 2000 The symptomatic carotid plaque Stroke 31 774-81
    • (2000) Stroke , vol.31 , Issue.3 , pp. 774-781
    • Golledge, J.1    Greenhalgh, R.M.2    Davies, A.H.3
  • 21
    • 0027982835 scopus 로고
    • Stroke prevention An opportunity for efficient utilization of health care resources during the coming decade
    • 10.1161/01.STR.25.1.220 0039-2499
    • Gorelick P B 1994 Stroke prevention An opportunity for efficient utilization of health care resources during the coming decade Stroke 25 220-4
    • (1994) Stroke , vol.25 , Issue.1 , pp. 220-224
    • Gorelick, P.B.1
  • 22
    • 0033961844 scopus 로고    scopus 로고
    • What level of plasma homocyst(e)ine should be treated? Effects of vitamin therapy on progression of carotid atherosclerosis in patients with homocyst(e)ine levels above and below 14 micromol/l
    • 10.1016/S0895-7061(99)00180-6 0895-7061
    • Hackam D G, Peterson J C and Spence J D 2000 What level of plasma homocyst(e)ine should be treated? Effects of vitamin therapy on progression of carotid atherosclerosis in patients with homocyst(e)ine levels above and below 14 micromol/l Am. J. Hypertens. 13 105-10
    • (2000) Am. J. Hypertens. , vol.13 , Issue.1 , pp. 105-110
    • Hackam, D.G.1    Peterson, J.C.2    Spence, J.D.3
  • 23
    • 0034214884 scopus 로고    scopus 로고
    • Nondistorting flattening maps and the 3-D visualization of colon ct images
    • 10.1109/42.897821 0278-0062
    • Haker S, Angenent S, Tannenbaum A and Kikinis R 2000 Nondistorting flattening maps and the 3-D visualization of colon ct images IEEE Trans. Med. Imaging 19 665-70
    • (2000) IEEE Trans. Med. Imaging , vol.19 , Issue.12 , pp. 1267-1670
    • Haker, S.1    Angenent, S.2    Tannenbaum, A.3    Kikinis, R.4
  • 24
    • 24944542337 scopus 로고    scopus 로고
    • Major causes of death among men and women in china
    • 10.1056/NEJMsa050467 0028-4793
    • He J et al 2005 Major causes of death among men and women in china New Engl. J. Med. 353 1124-34
    • (2005) New Engl. J. Med. , vol.353 , Issue.11 , pp. 1124-1134
    • He, J.1
  • 25
    • 79953034673 scopus 로고    scopus 로고
    • Short-term progression of maximum intima-media thickness of carotid plaque is associated with future coronary events in patients with coronary artery disease
    • 10.1016/j.atherosclerosis.2011.01.014 0021-9150
    • Hirano M et al 2011 Short-term progression of maximum intima-media thickness of carotid plaque is associated with future coronary events in patients with coronary artery disease Atherosclerosis 215 507-12
    • (2011) Atherosclerosis , vol.215 , Issue.2 , pp. 507-512
    • Hirano, M.1
  • 26
    • 74249113221 scopus 로고    scopus 로고
    • Three-dimensional ultrasound quantification of intensive statin treatment of carotid atherosclerosis
    • 10.1016/j.ultrasmedbio.2009.05.017 0301-5629
    • Krasinski A, Chiu B, Spence J D, Fenster A and Parraga G 2009 Three-dimensional ultrasound quantification of intensive statin treatment of carotid atherosclerosis Ultrasound Med. Biol. 35 1763-72
    • (2009) Ultrasound Med. Biol. , vol.35 , Issue.11 , pp. 1763-1772
    • Krasinski, A.1    Chiu, B.2    Spence, J.D.3    Fenster, A.4    Parraga, G.5
  • 27
    • 1842523392 scopus 로고    scopus 로고
    • Measurement of carotid plaque volume by 3-dimensional ultrasound
    • 10.1161/01.STR.0000121161.61324.ab 0039-2499
    • Landry A, Spence J D and Fenster A 2004 Measurement of carotid plaque volume by 3-dimensional ultrasound Stroke 35 864-9
    • (2004) Stroke , vol.35 , Issue.4 , pp. 864-869
    • Landry, A.1    Spence, J.D.2    Fenster, A.3
  • 29
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • 10.1109/TKDE.2005.66 1041-4347
    • Liu H and Yu L 2005 Toward integrating feature selection algorithms for classification and clustering IEEE Trans. Knowl. Data Eng. 17 491-502
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 30
    • 77649126524 scopus 로고    scopus 로고
    • Heart disease and stroke statistics-2010 update: A report from the American Heart Association
    • 10.1161/CIRCULATIONAHA.109.192667 0009-7322
    • Lloyd-Jones D et al 2010 Heart disease and stroke statistics-2010 update: a report from the American Heart Association Circulation 121 e46-215
    • (2010) Circulation , vol.121 , Issue.7 , pp. 46-215
    • Lloyd-Jones, D.1
  • 31
    • 0028883249 scopus 로고
    • Gene therapy for cardiovascular disease
    • 10.1161/01.CIR.91.2.541 0009-7322
    • Nabel E G 1995 Gene therapy for cardiovascular disease Circulation 91 541-8
    • (1995) Circulation , vol.91 , Issue.2 , pp. 541-548
    • Nabel, E.G.1
  • 32
    • 0017535866 scopus 로고
    • A branch and bound algorithm for feature subset selection
    • 10.1109/TC.1977.1674939 0018-9340
    • Narendra P M and Fukunaga K 1977 A branch and bound algorithm for feature subset selection IEEE Trans. Comput. 100 917-22
    • (1977) IEEE Trans. Comput. , vol.100 , Issue.9 , pp. 917-922
    • Narendra, P.M.1    Fukunaga, K.2
  • 33
    • 0026008977 scopus 로고
    • North American symptomatic carotid endarterectomy trial Methods, patient characteristics, and progress
    • 10.1161/01.STR.22.6.711 0039-2499
    • NASCET Steering Committee 1991 North American symptomatic carotid endarterectomy trial Methods, patient characteristics, and progress Stroke 22 711-20
    • (1991) Stroke , vol.22 , Issue.6 , pp. 711-720
  • 34
    • 0037153063 scopus 로고    scopus 로고
    • Intima-media thickness: A tool for atherosclerosis imaging and event prediction
    • 10.1016/S0002-9149(02)02957-0 0002-9149
    • O'Leary D H and Polak J F 2002 Intima-media thickness: a tool for atherosclerosis imaging and event prediction Am. J. Cardiol. 90 18L-21L
    • (2002) Am. J. Cardiol. , vol.90 , Issue.10 , pp. 18
    • O'Leary, D.H.1    Polak, J.F.2
  • 35
    • 23944513113 scopus 로고    scopus 로고
    • A comparison of ultrasound measurements to assess carotid atherosclerosis development in subjects with and without type 2 diabetes
    • 10.1186/1476-7120-3-15 1476-7120
    • Pollex R L, Spence J D, House A A, Fenster A, Hanley A J, Zinman B, Harris S B and Hegele R A 2005 A comparison of ultrasound measurements to assess carotid atherosclerosis development in subjects with and without type 2 diabetes Cardiovasc. Ultrasound 3 15
    • (2005) Cardiovasc. Ultrasound , vol.3 , Issue.1 , pp. 15
    • Pollex, R.L.1    Spence, J.D.2    House, A.A.3    Fenster, A.4    Hanley, A.J.5    Zinman, B.6    Harris, S.B.7    Hegele, R.A.8
  • 36
    • 34250772826 scopus 로고    scopus 로고
    • Current status of cardiovascular gene therapy
    • 10.1038/sj.mt.6300175 1525-0016
    • Rissanen T T and Yl-Herttuala S 2007 Current status of cardiovascular gene therapy Mol. Ther. 15 1233-47
    • (2007) Mol. Ther. , vol.15 , Issue.7 , pp. 1233-1247
    • Rissanen, T.T.1    Yl-Herttuala, S.2
  • 37
    • 33846698801 scopus 로고    scopus 로고
    • Intensive management of risk factors for accelerated atherosclerosis: The role of multiple interventions
    • 10.1007/s11910-007-0020-8 1528-4042
    • Spence J D 2007 Intensive management of risk factors for accelerated atherosclerosis: the role of multiple interventions Curr. Neurol. Neurosci. Rep. 7 42-48
    • (2007) Curr. Neurol. Neurosci. Rep. , vol.7 , Issue.1 , pp. 42-48
    • Spence, J.D.1
  • 38
    • 0036901355 scopus 로고    scopus 로고
    • Carotid plaque area: A tool for targeting and evaluating vascular preventive therapy
    • 10.1161/01.STR.0000042207.16156.B9 0039-2499
    • Spence J D, Eliasziw M, DiCicco M, Hackam D G, Galil R and Lohmann T 2002 Carotid plaque area: a tool for targeting and evaluating vascular preventive therapy Stroke 33 2916-22
    • (2002) Stroke , vol.33 , Issue.12 , pp. 2916-2922
    • Spence, J.D.1    Eliasziw, M.2    Dicicco, M.3    Hackam, D.G.4    Galil, R.5    Lohmann, T.6
  • 39
    • 79959565149 scopus 로고    scopus 로고
    • Three-dimensional ultrasound of carotid atherosclerosis: Semiautomated segmentation using a level set-based method
    • 10.1118/1.3574887 0094-2405
    • Ukwatta E, Awad J, Ward A D, Buchanan D, Samarabandu J, Parraga G and Fenster A 2011 Three-dimensional ultrasound of carotid atherosclerosis: semiautomated segmentation using a level set-based method Med. Phys. 38 2479-93
    • (2011) Med. Phys. , vol.38 , Issue.5 , pp. 2479-2493
    • Ukwatta, E.1    Awad, J.2    Ward, A.D.3    Buchanan, D.4    Samarabandu, J.5    Parraga, G.6    Fenster, A.7
  • 40
    • 0032028297 scopus 로고    scopus 로고
    • Feature subset selection using a genetic algorithm
    • 10.1109/5254.671091 1094-7167
    • Yang J and Honavar V 1998 Feature subset selection using a genetic algorithm IEEE Int. Syst. Appl. 13 44-49
    • (1998) IEEE Int. Syst. Appl. , vol.13 , Issue.2 , pp. 44-49
    • Yang, J.1    Honavar, V.2
  • 41
    • 17444390465 scopus 로고    scopus 로고
    • Flattening maps for the visualization of multibranched vessels
    • 10.1109/TMI.2004.839368 0278-0062
    • Zhu L, Haker S and Tannenbaum A 2005 Flattening maps for the visualization of multibranched vessels IEEE Trans. Med. Imaging 24 191-8
    • (2005) IEEE Trans. Med. Imaging , vol.24 , Issue.2 , pp. 191-198
    • Zhu, L.1    Haker, S.2    Tannenbaum, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.