메뉴 건너뛰기




Volumn 36, Issue 1, 2012, Pages 54-65

Automated segmentation of micro-CT images of bone formation in calcium phosphate scaffolds

Author keywords

Bone; Calcium phosphate; Micro CT; Periodic structure; Scaffold; Segmentation

Indexed keywords

AUTOMATED SEGMENTATION; BONE FORMATION; BONE GROWTH; BONE SCAFFOLDS; CALCIUM PHOSPHATE SCAFFOLDS; CAP SCAFFOLDS; IMAGE SEGMENTATION ALGORITHM; INTERNAL STRUCTURE; LARGE DATASETS; MICRO COMPUTED TOMOGRAPHY (MICRO-CT); MICRO CT; QUANTITATIVE EVALUATION; SOFT TISSUE; SPATIAL RELATIONSHIPS; TWO-MATERIALS; X-RAY ATTENUATION;

EID: 84860400049     PISSN: 08956111     EISSN: 18790771     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2011.07.004     Document Type: Article
Times cited : (19)

References (39)
  • 1
    • 84860422640 scopus 로고    scopus 로고
    • Health and Nutrition. US Census Bureau Statistical Abstracts of the United States; 2006.
    • Health and Nutrition. US Census Bureau Statistical Abstracts of the United States; 2006.
  • 2
    • 0018993590 scopus 로고
    • Functional loading of bioceramic augmented alveolar ridge: a pilot study
    • Nery E.B., Lynch K.L., Pflughoeft F.A., Rooney G.E. Functional loading of bioceramic augmented alveolar ridge: a pilot study. Prosthet Dent 1978, 43:338-343.
    • (1978) Prosthet Dent , vol.43 , pp. 338-343
    • Nery, E.B.1    Lynch, K.L.2    Pflughoeft, F.A.3    Rooney, G.E.4
  • 3
    • 0023674548 scopus 로고    scopus 로고
    • Significance of the porosity and physical chemistry of calcium phosphate ceramics biodegradiation-bioresorption
    • [Bioceramics: material characteristics versus in vivo behavior]
    • LeGeros R., Parsons J., Daculsi G., Driessens F., Lee D., Liu S., et al. Significance of the porosity and physical chemistry of calcium phosphate ceramics biodegradiation-bioresorption. Ann NY Acad Sci 2006, 523:268-271. [Bioceramics: material characteristics versus in vivo behavior].
    • (2006) Ann NY Acad Sci , vol.523 , pp. 268-271
    • LeGeros, R.1    Parsons, J.2    Daculsi, G.3    Driessens, F.4    Lee, D.5    Liu, S.6
  • 4
    • 0022549394 scopus 로고
    • Hydroxylapatite blocks and particles as bone graft substitutes in orthognathic and reconstructive surgery
    • Kent J.N., Zide M.F., Kay J.F., Jarcho M. Hydroxylapatite blocks and particles as bone graft substitutes in orthognathic and reconstructive surgery. J Oral Maxillofac Surg 1986, 44:597-605.
    • (1986) J Oral Maxillofac Surg , vol.44 , pp. 597-605
    • Kent, J.N.1    Zide, M.F.2    Kay, J.F.3    Jarcho, M.4
  • 5
    • 0024433466 scopus 로고
    • Experimental and clinical experience with hydroxyapatite-coated hip implants
    • Geesink R.G.T. Experimental and clinical experience with hydroxyapatite-coated hip implants. Orthopedics 1989, 12:1239-1243.
    • (1989) Orthopedics , vol.12 , pp. 1239-1243
    • Geesink, R.G.T.1
  • 6
    • 0026908619 scopus 로고
    • Hydroxylapatite coating of porous implants improves bone ingrowth and interface attachment strength
    • Cook S.D., Thomas K.F., Dalton J.E., Volkman T.K., Whitecloud T.S., Kay J.F. Hydroxylapatite coating of porous implants improves bone ingrowth and interface attachment strength. J Biomed Mater Res 1992, 26:989-1001.
    • (1992) J Biomed Mater Res , vol.26 , pp. 989-1001
    • Cook, S.D.1    Thomas, K.F.2    Dalton, J.E.3    Volkman, T.K.4    Whitecloud, T.S.5    Kay, J.F.6
  • 7
    • 0022628015 scopus 로고
    • Porous hydroxyapatite ceramics for use in neurosurgical practice
    • Koyama T., Handa J. Porous hydroxyapatite ceramics for use in neurosurgical practice. Surg Neurol 1986, 25:71-73.
    • (1986) Surg Neurol , vol.25 , pp. 71-73
    • Koyama, T.1    Handa, J.2
  • 8
    • 75749135292 scopus 로고    scopus 로고
    • Porous beta tricalcium phosphate scaffolds used as a BMP-2 delivery system for bone tissue engineering
    • Sohier J., Daculsi G., Sourice S., de Groot K., Layrolle P. Porous beta tricalcium phosphate scaffolds used as a BMP-2 delivery system for bone tissue engineering. J Biomed Mater Res 2009, 92A:1105-1114.
    • (2009) J Biomed Mater Res , vol.92 A , pp. 1105-1114
    • Sohier, J.1    Daculsi, G.2    Sourice, S.3    de Groot, K.4    Layrolle, P.5
  • 9
    • 0037210053 scopus 로고    scopus 로고
    • Indirect solid free form fabrication of local and global porous, biomimetic and composite 3D polymer-ceramic scaffolds
    • Taboas J.M., Maddox R.D., Krebsbach P.H., Hollister S.J. Indirect solid free form fabrication of local and global porous, biomimetic and composite 3D polymer-ceramic scaffolds. Biomaterials 2003, 24(1):181-194.
    • (2003) Biomaterials , vol.24 , Issue.1 , pp. 181-194
    • Taboas, J.M.1    Maddox, R.D.2    Krebsbach, P.H.3    Hollister, S.J.4
  • 10
    • 33846850484 scopus 로고    scopus 로고
    • Automatic rib segmentation and labeling in computed tomography scans using a general framework for detection, recognition and segmentation of objects in volumetric data
    • Staal J., van Ginneken B., Viergever M.A. Automatic rib segmentation and labeling in computed tomography scans using a general framework for detection, recognition and segmentation of objects in volumetric data. Med Image Anal 2007, 11(1):35-46.
    • (2007) Med Image Anal , vol.11 , Issue.1 , pp. 35-46
    • Staal, J.1    van Ginneken, B.2    Viergever, M.A.3
  • 12
    • 0036779299 scopus 로고    scopus 로고
    • X-ray microtomography (microCT) of the progression of sulfate attack of cement paste
    • Stock S.R., Naik N.K., Wilkinson A.P., Kurtis K.E. X-ray microtomography (microCT) of the progression of sulfate attack of cement paste. Cement Concrete Res 2002, 32(10):1673-1675.
    • (2002) Cement Concrete Res , vol.32 , Issue.10 , pp. 1673-1675
    • Stock, S.R.1    Naik, N.K.2    Wilkinson, A.P.3    Kurtis, K.E.4
  • 13
    • 12444299050 scopus 로고    scopus 로고
    • Effect of mixing method on the porosity of encapsulated glass ionomer cement
    • Nomoto R., Komoriyama M., McCabe J.F., Hirano S. Effect of mixing method on the porosity of encapsulated glass ionomer cement. Dent Mater 2004, 20(10):972-978.
    • (2004) Dent Mater , vol.20 , Issue.10 , pp. 972-978
    • Nomoto, R.1    Komoriyama, M.2    McCabe, J.F.3    Hirano, S.4
  • 14
    • 3042839774 scopus 로고    scopus 로고
    • Direct observation and measurement of fiber architecture in short fiber-polymer composite foam through micro-CT imaging
    • Shen H., Nutt S., Hull D. Direct observation and measurement of fiber architecture in short fiber-polymer composite foam through micro-CT imaging. Compos Sci Technol 2004, 64:2113-2120.
    • (2004) Compos Sci Technol , vol.64 , pp. 2113-2120
    • Shen, H.1    Nutt, S.2    Hull, D.3
  • 16
    • 33847624166 scopus 로고    scopus 로고
    • Nondestructive micro-computed tomography for biological imaging and quantification of scaffold-bone interaction in vivo
    • van Lenthe G.H., Hagenmüller H., Bohner M., Hollister S.J., Meinel L., Müller R. Nondestructive micro-computed tomography for biological imaging and quantification of scaffold-bone interaction in vivo. Biomaterials 2007, 28(15):2479-2490.
    • (2007) Biomaterials , vol.28 , Issue.15 , pp. 2479-2490
    • van Lenthe, G.H.1    Hagenmüller, H.2    Bohner, M.3    Hollister, S.J.4    Meinel, L.5    Müller, R.6
  • 17
    • 17844405556 scopus 로고    scopus 로고
    • In vivo bone regeneration with injectable calcium phosphate biomaterial: a three-dimensional micro-computed tomographic, biomechanical and SEM study
    • Gauthier O., Müller R., von Stechow D., Lamy B., Weiss P., Bouler J.M., et al. In vivo bone regeneration with injectable calcium phosphate biomaterial: a three-dimensional micro-computed tomographic, biomechanical and SEM study. Biomaterials 2005, 26(27):5444-5453.
    • (2005) Biomaterials , vol.26 , Issue.27 , pp. 5444-5453
    • Gauthier, O.1    Müller, R.2    von Stechow, D.3    Lamy, B.4    Weiss, P.5    Bouler, J.M.6
  • 19
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • Pal N.R., Pal S.K. A review on image segmentation techniques. Pattern Recogn 1993, 26(9):1277-1294.
    • (1993) Pattern Recogn , vol.26 , Issue.9 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.K.2
  • 20
    • 1142298446 scopus 로고    scopus 로고
    • Optimization of bone tissue engineering in goats: a peroperative seeding method using cryopreserved cells and localized bone formation in calcium phosphate scaffolds1
    • Kruyt M.C., de Bruijn J.D., Yuan H., van Blitterswijk C.A., Verbout A.J., Oner F.C., et al. Optimization of bone tissue engineering in goats: a peroperative seeding method using cryopreserved cells and localized bone formation in calcium phosphate scaffolds1. Transplantation 2004, 77(3):359-365.
    • (2004) Transplantation , vol.77 , Issue.3 , pp. 359-365
    • Kruyt, M.C.1    de Bruijn, J.D.2    Yuan, H.3    van Blitterswijk, C.A.4    Verbout, A.J.5    Oner, F.C.6
  • 21
    • 0032052577 scopus 로고    scopus 로고
    • Evolution of the local calcium content around irradiated b-tricalcium phosphate ceramic implants: in vivo study in the rabbit
    • Le Huec J., Clement D., Brouillaud B., Barthe N., Dupuy B., Foliguet B., et al. Evolution of the local calcium content around irradiated b-tricalcium phosphate ceramic implants: in vivo study in the rabbit. Biomaterials 1998, 19:733-738.
    • (1998) Biomaterials , vol.19 , pp. 733-738
    • Le Huec, J.1    Clement, D.2    Brouillaud, B.3    Barthe, N.4    Dupuy, B.5    Foliguet, B.6
  • 23
    • 21844443709 scopus 로고    scopus 로고
    • Microporosity enhances bioactivity of synthetic bone graft substitutes
    • Hing K., Annaz B., Saeed S., Revell P., Buckland T. Microporosity enhances bioactivity of synthetic bone graft substitutes. J Mater Sci: Mater Med 2005, 16:467-475.
    • (2005) J Mater Sci: Mater Med , vol.16 , pp. 467-475
    • Hing, K.1    Annaz, B.2    Saeed, S.3    Revell, P.4    Buckland, T.5
  • 24
    • 77249089216 scopus 로고    scopus 로고
    • Multiscale osteointegration as a new paradigm for the design of calcium phosphate scaffolds for bone regeneration
    • Lan Levengood S.K., Polak S.J., Wheeler M.B., Maki A.J., Clark S.G., Jamison R.D., et al. Multiscale osteointegration as a new paradigm for the design of calcium phosphate scaffolds for bone regeneration. Biomaterials 2010, 31:3552-3563.
    • (2010) Biomaterials , vol.31 , pp. 3552-3563
    • Lan Levengood, S.K.1    Polak, S.J.2    Wheeler, M.B.3    Maki, A.J.4    Clark, S.G.5    Jamison, R.D.6
  • 25
    • 77956644933 scopus 로고    scopus 로고
    • The effect of BMP-2 on micro- and macroscale osteointegration of biphasic calcium phosphate scaffolds with multiscale porosity
    • Lan Levengood S.K., Polak S.J., Poellmann M.J., Hoelzle D.J., Maki A.J., Clark S.G., et al. The effect of BMP-2 on micro- and macroscale osteointegration of biphasic calcium phosphate scaffolds with multiscale porosity. Acta Biomater 2010, 6:3283-3291.
    • (2010) Acta Biomater , vol.6 , pp. 3283-3291
    • Lan Levengood, S.K.1    Polak, S.J.2    Poellmann, M.J.3    Hoelzle, D.J.4    Maki, A.J.5    Clark, S.G.6
  • 26
    • 33751219877 scopus 로고    scopus 로고
    • Multistage graph-based segmentation of thoracoscopic images
    • Bilodeau G.A., Shu Y., Cheriet F. Multistage graph-based segmentation of thoracoscopic images. Comput Med Imaging Graph 2006, 30:437-446.
    • (2006) Comput Med Imaging Graph , vol.30 , pp. 437-446
    • Bilodeau, G.A.1    Shu, Y.2    Cheriet, F.3
  • 28
    • 79952190525 scopus 로고    scopus 로고
    • Analysis of the roles of microporosity and BMP-2 on multiple measures of bone regeneration and healing in calcium phosphate scaffolds
    • Polak S.J., Lav Levengood S.K., Wheeler M.B., Maki A.J., Clark S.G., Wagoner Johnson A.J. Analysis of the roles of microporosity and BMP-2 on multiple measures of bone regeneration and healing in calcium phosphate scaffolds. Acta Biomater 2011, 7(4):1760-1771.
    • (2011) Acta Biomater , vol.7 , Issue.4 , pp. 1760-1771
    • Polak, S.J.1    Lav Levengood, S.K.2    Wheeler, M.B.3    Maki, A.J.4    Clark, S.G.5    Wagoner Johnson, A.J.6
  • 31
    • 77957966691 scopus 로고    scopus 로고
    • Quantitative abdominal fat estimation using MRI; IEEE 19th International Conference on Pattern Recogniation, 2008. ICPR 2008.
    • Leinhard OD, Johansson A, Rydell J, Smedby O, Nystrom F, Lundberg P, et al. Quantitative abdominal fat estimation using MRI; IEEE 19th International Conference on Pattern Recogniation, 2008. ICPR 2008. p. 1-4.
    • Leinhard, O.D.1    Johansson, A.2    Rydell, J.3    Smedby, O.4    Nystrom, F.5    Lundberg, P.6
  • 32
    • 84860422686 scopus 로고    scopus 로고
    • Advances in soft computing: intelligent information processing and web mining.
    • Proceedings of the International IIS: IIPWM '05 Conference, Gdansk, Poland; 2005.
    • Klopotek MA, Wierzchon S, Trojanowski K. Advances in soft computing: intelligent information processing and web mining. Proceedings of the International IIS: IIPWM '05 Conference, Gdansk, Poland; 2005.
    • Klopotek, M.A.1    Wierzchon, S.2    Trojanowski, K.3
  • 33
    • 33748784605 scopus 로고    scopus 로고
    • Automatic anatomical brain MRI segmentation combining label propagation and decision fusion
    • Heckemann R.A., Hajnal J.V., Aljabar P., Rueckert D., Hammers A. Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. NeuroImage 2006, 33(1):115-126.
    • (2006) NeuroImage , vol.33 , Issue.1 , pp. 115-126
    • Heckemann, R.A.1    Hajnal, J.V.2    Aljabar, P.3    Rueckert, D.4    Hammers, A.5
  • 34
    • 0033105205 scopus 로고    scopus 로고
    • Accuracy of cancellous bone volume fraction measured by micro-CT scanning
    • Ding M., Odgaard A., Hvid I. Accuracy of cancellous bone volume fraction measured by micro-CT scanning. J Biomech 1999, 32(3):323-326.
    • (1999) J Biomech , vol.32 , Issue.3 , pp. 323-326
    • Ding, M.1    Odgaard, A.2    Hvid, I.3
  • 35
    • 28844434163 scopus 로고    scopus 로고
    • Optimal segmentation of microcomputed tomographic images of porous tissue-engineering scaffolds
    • Rajagopalan S., Lu L., Yaszemski M.J., Robb R.A. Optimal segmentation of microcomputed tomographic images of porous tissue-engineering scaffolds. J Biomed Mater Res 2005, 75A(4):877-887.
    • (2005) J Biomed Mater Res , vol.75 A , Issue.4 , pp. 877-887
    • Rajagopalan, S.1    Lu, L.2    Yaszemski, M.J.3    Robb, R.A.4
  • 36
    • 0025841562 scopus 로고
    • New trends in morphological algorithms
    • Vincent L. New trends in morphological algorithms. SPIE/SPSE 1991, 158-170.
    • (1991) SPIE/SPSE , pp. 158-170
    • Vincent, L.1
  • 38
    • 34250092221 scopus 로고
    • Genetic algorithms and machine learning
    • Goldberg D.E., Holland J.H. Genetic algorithms and machine learning. Mach Learn 1988, 3:95-99.
    • (1988) Mach Learn , vol.3 , pp. 95-99
    • Goldberg, D.E.1    Holland, J.H.2
  • 39
    • 34548535885 scopus 로고    scopus 로고
    • Automatic segmentation of cortical and trabecular compartments based on a dual threshold technique for in vivo micro-CT bone analysis
    • Buie H.R., Campbell G.M., Klinck R.J., MacNeil J.A., Boyd S.K. Automatic segmentation of cortical and trabecular compartments based on a dual threshold technique for in vivo micro-CT bone analysis. Bone 2007, 41(4):505-515.
    • (2007) Bone , vol.41 , Issue.4 , pp. 505-515
    • Buie, H.R.1    Campbell, G.M.2    Klinck, R.J.3    MacNeil, J.A.4    Boyd, S.K.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.