메뉴 건너뛰기




Volumn 18, Issue 7, 2014, Pages 1217-1232

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: The VESSEL12 study

(48)  Rudyanto, Rina D a   Kerkstra, Sjoerd b   van Rikxoort, Eva M b   Fetita, Catalin c   Brillet, Pierre Yves c   Lefevre, Christophe c   Xue, Wenzhe d   Zhu, Xiangjun d   Liang, Jianming d   Öksüz, I lkay e   Ünay, Devrim e   Kadipaşaoǧlu, Kamuran e   Estépar, Raúl San José f   Ross, James C f   Washko, George R f   Prieto, Juan Carlos g   Hoyos, Marcela Hernández h   Orkisz, Maciej g   Meine, Hans i   Hüllebrand, Markus i   more..


Author keywords

Algorithm comparison; Lung vessels; Thoracic computed tomography

Indexed keywords

ALGORITHMS; AUTOMATION; BIOLOGICAL ORGANS; MEDICAL IMAGING;

EID: 84929133296     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2014.07.003     Document Type: Article
Times cited : (145)

References (65)
  • 1
    • 17444363420 scopus 로고    scopus 로고
    • Vessel tree reconstruction in thoracic CT scans with application to nodule detection
    • Agam G., Armato S.G., Wu C. Vessel tree reconstruction in thoracic CT scans with application to nodule detection. IEEE Trans. Med. Imag. 2005, 24:486-499.
    • (2005) IEEE Trans. Med. Imag. , vol.24 , pp. 486-499
    • Agam, G.1    Armato, S.G.2    Wu, C.3
  • 2
    • 33746094676 scopus 로고    scopus 로고
    • A new improved version of the realistic digital brain phantom
    • Aubert-Broche B., Evans A.C., Collins L. A new improved version of the realistic digital brain phantom. NeuroImage 2006, 32:138-145.
    • (2006) NeuroImage , vol.32 , pp. 138-145
    • Aubert-Broche, B.1    Evans, A.C.2    Collins, L.3
  • 3
    • 0036462551 scopus 로고    scopus 로고
    • Initialization, noise, singularities, and scale in height ridge traversal for tubular object centerline extraction
    • Aylward S.R., Bullitt E. Initialization, noise, singularities, and scale in height ridge traversal for tubular object centerline extraction. IEEE Trans. Med. Imag. 2002, 21:61-75.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , pp. 61-75
    • Aylward, S.R.1    Bullitt, E.2
  • 4
    • 75749090310 scopus 로고    scopus 로고
    • Segmentation of interwoven 3D tubular tree structures utilizing shape priors and graph cuts
    • Bauer C., Pock T., Sorantin E., Bischof H., Beichel R. Segmentation of interwoven 3D tubular tree structures utilizing shape priors and graph cuts. Med. Image Anal. 2010, 14:172-184.
    • (2010) Med. Image Anal. , vol.14 , pp. 172-184
    • Bauer, C.1    Pock, T.2    Sorantin, E.3    Bischof, H.4    Beichel, R.5
  • 6
    • 23844474845 scopus 로고    scopus 로고
    • Automatic extraction of the pulmonary artery tree from multi-slice CT data. In: Proceedings of the SPIE
    • Bülow, T., Wiemker, R., Blaffert, T., Lorenz, C., Renisch, S., 2005. Automatic extraction of the pulmonary artery tree from multi-slice CT data. In: Proceedings of the SPIE, pp. 730-740.
    • (2005) , pp. 730-740
    • Bülow, T.1    Wiemker, R.2    Blaffert, T.3    Lorenz, C.4    Renisch, S.5
  • 8
    • 77955200342 scopus 로고    scopus 로고
    • Automatic segmentation of pulmonary vasculature in thoracic CT scans with local thresholding and airway wall removal. In: 7th IEEE International Symposium on Biomedical Imaging (ISBI) 2010.
    • van Dongen, E., van Ginneken, B., 2010. Automatic segmentation of pulmonary vasculature in thoracic CT scans with local thresholding and airway wall removal. In: 2010 7th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 668-671.
    • (2010) , pp. 668-671
    • Van Dongen, E.1    Van Ginneken, B.2
  • 9
    • 84864863818 scopus 로고    scopus 로고
    • Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles. In: 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI),
    • Estepar, R.S.J., Ross, J.C., Russian, K., Schultz, T., Washko, G.R., Kindlmann, G.L., 2012. Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles. In: 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1479-1482.
    • (2012) , pp. 1479-1482
    • Estepar, R.S.J.1    Ross, J.C.2    Russian, K.3    Schultz, T.4    Washko, G.R.5    Kindlmann, G.L.6
  • 10
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Patt. Recog. Lett. 2006, 27:861-874.
    • (2006) Patt. Recog. Lett. , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 11
    • 71649096946 scopus 로고    scopus 로고
    • Morpho-geometrical approach for 3D segmentation of pulmonary vascular tree in multi-slice CT
    • SPIE, pp. 72594F-72594F-12, J.P.W. Pluim, B.M. Dawant (Eds.)
    • Fetita C., Brillet P.Y., Prêteux F.J. Morpho-geometrical approach for 3D segmentation of pulmonary vascular tree in multi-slice CT. Medical Imaging 2009: Image Processing 2009, SPIE, pp. 72594F-72594F-12. J.P.W. Pluim, B.M. Dawant (Eds.).
    • (2009) Medical Imaging 2009: Image Processing
    • Fetita, C.1    Brillet, P.Y.2    Prêteux, F.J.3
  • 12
    • 84940294788 scopus 로고    scopus 로고
    • Labeling the pulmonary arterial tree in CT images for automatic quantification of pulmonary embolism. In: Wong, K.H., Miga, M.I., (Eds.), Medical Imaging 2010: Visualization, Image-Guided Procedures, and Modeling, SPIE. International Society for Optical Engineering, pp. 76251E-76251E-12.
    • C. Fetita, M. Ortner, P.Y. Brillet, Y. Ould Hmeidi, F. Prêteux, Labeling the pulmonary arterial tree in CT images for automatic quantification of pulmonary embolism. In: Wong, K.H., Miga, M.I., (Eds.), Medical Imaging 2010: Visualization, Image-Guided Procedures, and Modeling, SPIE. International Society for Optical Engineering, 2010, pp. 76251E-76251E-12.
    • (2010)
    • Fetita, C.1    Ortner, M.2    Brillet, P.Y.3    Ould Hmeidi, Y.4    Prêteux, F.5
  • 13
    • 84940222136 scopus 로고    scopus 로고
    • A morphological-aggregative approach for 3d segmentation of pulmonary airways from generic MSCT acquisitions. In: Proceedings of Second International Workshop on Pulmonary Image Analysis
    • Fetita, C., Ortner, M., Brillet, P.Y., Prêteux, F., Grenier, P., et al., 2009b. A morphological-aggregative approach for 3d segmentation of pulmonary airways from generic MSCT acquisitions. In: Proceedings of Second International Workshop on Pulmonary Image Analysis, pp. 215-226.
    • (2009) , pp. 215-226
    • Fetita, C.1    Ortner, M.2    Brillet, P.Y.3    Prêteux, F.4    Grenier, P.5
  • 14
    • 65549089797 scopus 로고    scopus 로고
    • Multiscale vessel enhancement filtering. In: Medical Image Computing and Computer-Assisted Intervention,
    • Frangi, A.F., Niessen, W.J., Vincken, K.L., Viergever, M.A., 1998. Multiscale vessel enhancement filtering. In: Medical Image Computing and Computer-Assisted Intervention, pp. 130-137.
    • (1998) , pp. 130-137
    • Frangi, A.F.1    Niessen, W.J.2    Vincken, K.L.3    Viergever, M.A.4
  • 15
    • 84860776711 scopus 로고    scopus 로고
    • Multilevel tree analysis of pulmonary artery/vein trees in noncontrast CT images
    • SPIE, pp. 83142W-83142W-8, D.R. Haynor, S. Ourselin (Eds.)
    • Gao Z., Grout R.W., Hoffman E.A., Saha P.K. Multilevel tree analysis of pulmonary artery/vein trees in noncontrast CT images. Medical Imaging 2012: Image Processing 2012, SPIE, pp. 83142W-83142W-8. D.R. Haynor, S. Ourselin (Eds.).
    • (2012) Medical Imaging 2012: Image Processing
    • Gao, Z.1    Grout, R.W.2    Hoffman, E.A.3    Saha, P.K.4
  • 19
    • 84940278520 scopus 로고    scopus 로고
    • Pulmonary vascular tree segmentation from contrast-enhanced CT images. CoRR abs/1304.7140.
    • Helmberger, M., Urschler, M., Pienn, M., Balint, Z., Olschewski, A., Bischof, H., 2013. Pulmonary vascular tree segmentation from contrast-enhanced CT images. CoRR abs/1304.7140.
    • (2013)
    • Helmberger, M.1    Urschler, M.2    Pienn, M.3    Balint, Z.4    Olschewski, A.5    Bischof, H.6
  • 20
    • 84881638702 scopus 로고    scopus 로고
    • 3D Frangi-based lung vessel enhancement filter penalizing airways. In: 2013 10th IEEE International Symposium on Biomedical Imaging (ISBI)
    • Jimenez-Carretero, D., Santos, A., Kerkstra, S., Rudyanto, R., Ledesma-Carbayo, M., 2013. 3D Frangi-based lung vessel enhancement filter penalizing airways. In: 2013 10th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 914-917.
    • (2013) , pp. 914-917
    • Jimenez-Carretero, D.1    Santos, A.2    Kerkstra, S.3    Rudyanto, R.4    Ledesma-Carbayo, M.5
  • 21
    • 43449121876 scopus 로고    scopus 로고
    • Fuzzy pulmonary vessel segmentation in contrast enhanced CT data
    • SPIE, pp. 69141Q-69141Q-12, J.M. Reinhardt, J.P.W. Pluim (Eds.)
    • Kaftan J.N., Kiraly A.P., Bakai A., Das M., Novak C.L., Aach T. Fuzzy pulmonary vessel segmentation in contrast enhanced CT data. Medical Imaging 2008: Image Processing 2008, SPIE, pp. 69141Q-69141Q-12. J.M. Reinhardt, J.P.W. Pluim (Eds.).
    • (2008) Medical Imaging 2008: Image Processing
    • Kaftan, J.N.1    Kiraly, A.P.2    Bakai, A.3    Das, M.4    Novak, C.L.5    Aach, T.6
  • 22
    • 28644434715 scopus 로고    scopus 로고
    • A review of vessel extraction techniques and algorithms
    • Kirbas C., Quek F. A review of vessel extraction techniques and algorithms. ACM Comput. Surv. 2004, 36(2):81-121.
    • (2004) ACM Comput. Surv. , vol.36 , Issue.2 , pp. 81-121
    • Kirbas, C.1    Quek, F.2
  • 23
    • 79551510815 scopus 로고    scopus 로고
    • Is CT screening for lung cancer ready for prime time?
    • van Klaveren R.J. Is CT screening for lung cancer ready for prime time?. J. Thorac. Imag. 2011, 26:4-5.
    • (2011) J. Thorac. Imag. , vol.26 , pp. 4-5
    • van Klaveren, R.J.1
  • 30
    • 0035413308 scopus 로고    scopus 로고
    • Artery-vein separation via MRA-an image processing approach
    • Lei T., Udupa J.K., Saha P.K., Odhner D. Artery-vein separation via MRA-an image processing approach. IEEE Trans. Med. Imag. 2001, 20:689-703.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , pp. 689-703
    • Lei, T.1    Udupa, J.K.2    Saha, P.K.3    Odhner, D.4
  • 31
    • 70350345530 scopus 로고    scopus 로고
    • A review of 3D vessel lumen segmentation techniques: models, features and extraction schemes
    • Lesage D., Angelini E.D., Bloch I., Funka-Lea G. A review of 3D vessel lumen segmentation techniques: models, features and extraction schemes. Med. Image Anal. 2009, 13:819-845.
    • (2009) Med. Image Anal. , vol.13 , pp. 819-845
    • Lesage, D.1    Angelini, E.D.2    Bloch, I.3    Funka-Lea, G.4
  • 35
    • 59249090829 scopus 로고    scopus 로고
    • Interstitial lung disease associated with collagen vascular disorders: disease quantification using a computer-aided diagnosis tool
    • Marten K., Dicken V., Kneitz C., Hhmann M., Kenn W., Hahn D., Engelke C. Interstitial lung disease associated with collagen vascular disorders: disease quantification using a computer-aided diagnosis tool. Euro. Radiol. 2009, 19:324-332.
    • (2009) Euro. Radiol. , vol.19 , pp. 324-332
    • Marten, K.1    Dicken, V.2    Kneitz, C.3    Hhmann, M.4    Kenn, W.5    Hahn, D.6    Engelke, C.7
  • 36
    • 0036999660 scopus 로고    scopus 로고
    • Computerized detection of pulmonary embolism in spiral CT angiography based on volumetric image analysis
    • Masutani Y., MacMahon H., Doi K. Computerized detection of pulmonary embolism in spiral CT angiography based on volumetric image analysis. IEEE Trans. Med. Imag. 2002, 21:1517-1523.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , pp. 1517-1523
    • Masutani, Y.1    MacMahon, H.2    Doi, K.3
  • 39
    • 35448986479 scopus 로고    scopus 로고
    • Assessment of bronchial wall thickness and lumen diameter in human adults using multi-detector computed tomography: comparison with theoretical models
    • Montaudon M., Desbarats P., Berger P., de Dietrich G., Marthan R., Laurent F. Assessment of bronchial wall thickness and lumen diameter in human adults using multi-detector computed tomography: comparison with theoretical models. J. Anat. 2007, 211:579-588.
    • (2007) J. Anat. , vol.211 , pp. 579-588
    • Montaudon, M.1    Desbarats, P.2    Berger, P.3    de Dietrich, G.4    Marthan, R.5    Laurent, F.6
  • 40
    • 0033624998 scopus 로고    scopus 로고
    • Automated anatomical labeling of the bronchial branch and its application to the virtual bronchoscopy system
    • Mori K., Hasegawa J., Suenaga Y., Toriwaki J. Automated anatomical labeling of the bronchial branch and its application to the virtual bronchoscopy system. IEEE Trans. Med. Imag. 2000, 19:103-114.
    • (2000) IEEE Trans. Med. Imag. , vol.19 , pp. 103-114
    • Mori, K.1    Hasegawa, J.2    Suenaga, Y.3    Toriwaki, J.4
  • 42
    • 68849111865 scopus 로고    scopus 로고
    • A large scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification
    • Murphy K., van Ginneken B., Schilham A.M.R., de Hoop B.J., Gietema H.A., Prokop M. A large scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification. Med. Image Anal. 2009, 13:757-770.
    • (2009) Med. Image Anal. , vol.13 , pp. 757-770
    • Murphy, K.1    van Ginneken, B.2    Schilham, A.M.R.3    de Hoop, B.J.4    Gietema, H.A.5    Prokop, M.6
  • 43
    • 84880880258 scopus 로고    scopus 로고
    • Region growing on frangi vesselness values in 3-D CTA data. In: 21st Signal Processing and Communications Applications Conference (SIU)
    • Oksuz, I., Unay, D., Kadipasaoglu, K., 2013. Region growing on frangi vesselness values in 3-D CTA data. In: 21st Signal Processing and Communications Applications Conference (SIU), pp. 1-4.
    • (2013) , pp. 1-4
    • Oksuz, I.1    Unay, D.2    Kadipasaoglu, K.3
  • 45
    • 77955188364 scopus 로고    scopus 로고
    • Vesselness-guided variational segmentation of cellular networks from 3D micro-CT. In: 2010 7th IEEE International Symposium on Biomedical Imaging (ISBI)
    • Pacureanu, A., Revol-Muller, C., Rose, J.L., Ruiz, M.S., Peyrin, F., 2010. Vesselness-guided variational segmentation of cellular networks from 3D micro-CT. In: 2010 7th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 912-915.
    • (2010) , pp. 912-915
    • Pacureanu, A.1    Revol-Muller, C.2    Rose, J.L.3    Ruiz, M.S.4    Peyrin, F.5
  • 49
    • 67649625670 scopus 로고    scopus 로고
    • Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection
    • van Rikxoort E.M., de Hoop B., Viergever M.A., Prokop M., van Ginneken B. Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection. Med. Phys. 2009, 36:2934-2947.
    • (2009) Med. Phys. , vol.36 , pp. 2934-2947
    • van Rikxoort, E.M.1    de Hoop, B.2    Viergever, M.A.3    Prokop, M.4    van Ginneken, B.5
  • 50
    • 70350153296 scopus 로고    scopus 로고
    • Suppression of pulmonary vasculature in lung perfusion MRI using correlation analysis
    • Risse F., Kuder T.A., Kauczor H.U., Semmler W., Fink C. Suppression of pulmonary vasculature in lung perfusion MRI using correlation analysis. Euro. Radiol. 2009, 19:2569-2575.
    • (2009) Euro. Radiol. , vol.19 , pp. 2569-2575
    • Risse, F.1    Kuder, T.A.2    Kauczor, H.U.3    Semmler, W.4    Fink, C.5
  • 52
    • 84940272174 scopus 로고    scopus 로고
    • Variational region growing. In: VISAPP-09 International Conference on Computer Vision Theory and Applications
    • Rose, J.L., Revol-Muller, C., Reichert, C., Odet, C., 2009. Variational region growing. In: VISAPP-09 International Conference on Computer Vision Theory and Applications, pp. 51-56.
    • (2009) , pp. 51-56
    • Rose, J.L.1    Revol-Muller, C.2    Reichert, C.3    Odet, C.4
  • 53
    • 84956673260 scopus 로고    scopus 로고
    • 3-D multi-scale line filter for segmentation and visualization of curvilinear structures in medical images. In: CRVMed and MRCAS. Springer Verlag,
    • Sato, Y., Nakajima, S., Atsumi, H., Koller, T., Gerig, G., Yoshida, S., Kikinis, R., 1997. 3-D multi-scale line filter for segmentation and visualization of curvilinear structures in medical images. In: CRVMed and MRCAS. Springer Verlag, pp. 213-222.
    • (1997) , pp. 213-222
    • Sato, Y.1    Nakajima, S.2    Atsumi, H.3    Koller, T.4    Gerig, G.5    Yoshida, S.6    Kikinis, R.7
  • 54
    • 0032081365 scopus 로고    scopus 로고
    • Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images
    • Sato Y., Nakajima S., Shigara N., Atsumi H., Koller T., Gerig G., Kikinis R. Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images. Med. Image Anal. 1998, 2:143-168.
    • (1998) Med. Image Anal. , vol.2 , pp. 143-168
    • Sato, Y.1    Nakajima, S.2    Shigara, N.3    Atsumi, H.4    Koller, T.5    Gerig, G.6    Kikinis, R.7
  • 56
    • 3042688317 scopus 로고    scopus 로고
    • Automated segmentation of pulmonary vascular tree from 3D CT images. In: Proceedings of the SPIE
    • Shikata, H., Hoffman, E.A., Sonka, M., 2004. Automated segmentation of pulmonary vascular tree from 3D CT images. In: Proceedings of the SPIE, pp. 107-116.
    • (2004) , pp. 107-116
    • Shikata, H.1    Hoffman, E.A.2    Sonka, M.3
  • 58
    • 59449099817 scopus 로고    scopus 로고
    • Anatomy-guided lung lobe segmentation in X-ray CT images
    • Ukil S., Reinhardt J.M. Anatomy-guided lung lobe segmentation in X-ray CT images. IEEE Trans. Med. Imag. 2009, 28:202-214.
    • (2009) IEEE Trans. Med. Imag. , vol.28 , pp. 202-214
    • Ukil, S.1    Reinhardt, J.M.2
  • 59
    • 78449264636 scopus 로고    scopus 로고
    • A strain energy filter for 3D vessel enhancement with application to pulmonary CT images
    • Xiao C., Staring M., Shamonin D., Reiber J.H., Stolk J., Stoel B.C. A strain energy filter for 3D vessel enhancement with application to pulmonary CT images. Med. Image Anal. 2011, 15:112-124.
    • (2011) Med. Image Anal. , vol.15 , pp. 112-124
    • Xiao, C.1    Staring, M.2    Shamonin, D.3    Reiber, J.H.4    Stolk, J.5    Stoel, B.C.6
  • 60
    • 84871645911 scopus 로고    scopus 로고
    • Multiscale bi-Gaussian filter for adjacent curvilinear structures detection with application to vasculature images
    • Xiao C., Staring M., Wang Y., Shamonin D.P., Stoel B.C. Multiscale bi-Gaussian filter for adjacent curvilinear structures detection with application to vasculature images. IEEE Trans. Image Process. 2013, 22:174-188.
    • (2013) IEEE Trans. Image Process. , vol.22 , pp. 174-188
    • Xiao, C.1    Staring, M.2    Wang, Y.3    Shamonin, D.P.4    Stoel, B.C.5
  • 62
    • 20344396614 scopus 로고    scopus 로고
    • Preliminary investigation of computer-aided detection of pulmonary embolism in three-dimensional computed tomography pulmonary angiography images
    • Zhou C., Chan H.P., Patel S., Cascade P.N., Sahiner B., Hadjiiski L.M., Kazerooni E.A. Preliminary investigation of computer-aided detection of pulmonary embolism in three-dimensional computed tomography pulmonary angiography images. Acad. Radiol. 2005, 12:782-792.
    • (2005) Acad. Radiol. , vol.12 , pp. 782-792
    • Zhou, C.1    Chan, H.P.2    Patel, S.3    Cascade, P.N.4    Sahiner, B.5    Hadjiiski, L.M.6    Kazerooni, E.A.7
  • 64
    • 33748621736 scopus 로고    scopus 로고
    • Automatic segmentation and recognition of anatomical lung structures from high-resolution chest CT images
    • Zhou X., Hayashi T., Hara T., Fujita H., Yokoyama R., Kiryu T., Hoshi H. Automatic segmentation and recognition of anatomical lung structures from high-resolution chest CT images. Computer. Med. Imag. Graph. 2006, 30:299-313.
    • (2006) Computer. Med. Imag. Graph. , vol.30 , pp. 299-313
    • Zhou, X.1    Hayashi, T.2    Hara, T.3    Fujita, H.4    Yokoyama, R.5    Kiryu, T.6    Hoshi, H.7
  • 65
    • 70449403214 scopus 로고    scopus 로고
    • Voles: Vascularity-oriented level set algorithm for pulmonary vessel segmentation in image guided intervention therapy. In: 2009 6th IEEE International Symposium on Biomedical Imaging (ISBI)
    • Zhu, X., Xue, Z., Gao, X., Zhu, Y., Wong, S.C., 2009. Voles: Vascularity-oriented level set algorithm for pulmonary vessel segmentation in image guided intervention therapy. In: 2009 6th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1247-1250.
    • (2009) , pp. 1247-1250
    • Zhu, X.1    Xue, Z.2    Gao, X.3    Zhu, Y.4    Wong, S.C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.