메뉴 건너뛰기




Volumn 33, Issue 2, 2014, Pages 577-590

Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration

Author keywords

Chest X ray imaging; Computer aided detection; Image registration; Image segmentation; Tuberculosis (TB)

Indexed keywords

ALGORITHMS; DATABASES, FACTUAL; HUMANS; LUNG; MODELS, BIOLOGICAL; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOGRAPHY, THORACIC;

EID: 84894027389     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2013.2290491     Document Type: Article
Times cited : (543)

References (70)
  • 1
    • 0016125173 scopus 로고
    • The measurement of total lung capacity based on a computer analysis of anterior and lateral radiographic chest images
    • Nov.
    • J. Paul, M. Levine, R. Fraser, and C. Laszlo, "The measurement of total lung capacity based on a computer analysis of anterior and lateral radiographic chest images," IEEE Trans. Biomed. Eng., vol. 21, no. 6, pp. 444-451, Nov. 1974.
    • (1974) IEEE Trans. Biomed. Eng. , vol.21 , Issue.6 , pp. 444-451
    • Paul, J.1    Levine, M.2    Fraser, R.3    Laszlo, C.4
  • 2
    • 0031866167 scopus 로고    scopus 로고
    • Automatic calculation of total lung capacity from automatically traced lung boundaries in postero-anterior and lateral digital chest radiographs
    • DOI 10.1118/1.598303
    • F. Carrascal, J. Carreira, M. Souto, P. Tahoces, L. Gomez, and J. Vidal, "Automatic calculation of total lung capacity from automatically traced lung boundaries in postero-anterior and lateral digital chest radiographs," Med. Phys., vol. 25, no. 7, pp. 1118-1131, 1998. (Pubitemid 28335264)
    • (1998) Medical Physics , vol.25 , Issue.7 , pp. 1118-1131
    • Carrascal, F.M.1    Carreira, J.M.2    Souto, M.3    Tahoces, P.G.4    Gomez, L.5    Vidal, J.J.6
  • 3
    • 0008187609 scopus 로고
    • Digital computer determination of a medical diagnostic index directly from chest X-ray images
    • H. Becker,W. Nettleton, P. Meyers, J. Sweeney, and C. Nice, "Digital computer determination of a medical diagnostic index directly from chest X-ray images," IEEE Trans. Biomed. Eng., vol. 11, pp. 67-72, 1964.
    • (1964) IEEE Trans. Biomed. Eng. , vol.11 , pp. 67-72
    • Becker, W.1    Nettleton, H.2    Meyers, P.3    Sweeney, J.4    Nice, C.5
  • 7
    • 84871508045 scopus 로고    scopus 로고
    • A computer-aided diagnosis approach for emphysema recognition in chest radiography
    • G. Coppini,M.Miniati, S.Monti, M. Paterni, R. Favilla, and E.M. Ferdeghini, "A computer-aided diagnosis approach for emphysema recognition in chest radiography," Med. Eng. Phys., vol. 35, no. 1, pp. 63-73, 2013.
    • (2013) Med. Eng. Phys. , vol.35 , Issue.1 , pp. 63-73
    • Coppini, G.1    Miniati, M.2    Monti, S.3    Paterni, M.4    Favilla, R.5    Ferdeghini, E.M.6
  • 8
    • 84870800050 scopus 로고    scopus 로고
    • Detecting tuberculosis in radiographs using combined lung masks
    • IEEE Eng. Med. Biol. Soc.
    • S. Jaeger, A. Karargyris, S. Antani, and G. Thoma, "Detecting tuberculosis in radiographs using combined lung masks," Proc. Int. IEEE Eng. Med. Biol. Soc., pp. 4978-4981, 2012.
    • Proc. Int. , vol.2012 , pp. 4978-4981
    • Jaeger, S.1    Karargyris, A.2    Antani, S.3    Thoma, G.4
  • 12
    • 84881650916 scopus 로고    scopus 로고
    • Multi-class regularization parameter learning for graph cut image segmentation
    • Apr.
    • S. Candemir, K. Palaniappan, and Y. S. Akgul, "Multi-class regularization parameter learning for graph cut image segmentation," in Proc. IEEE Int. Symp. Biomed. Imag., Apr. 2013, pp. 1473-1476.
    • (2013) Proc IEEE Int. Symp. Biomed. Imag. , pp. 1473-1476
    • Candemir, S.1    Palaniappan, K.2    Akgul, Y.S.3
  • 13
    • 0033986483 scopus 로고    scopus 로고
    • Development of a digital image database for chest radiographs with and without a lung nodule: Receiver operating characteristic analysis of radiologists' detection of pulmonary nodules
    • J. Shiraishi, S. Katsuragawa, J. Ikezoe, T. Matsumoto, T. Kobayashi, K. Komatsu, M. Matsui, H. Fujita, Y. Kodera, and K. Doi, "Development of a digital image database for chest radiographs with and without a lung nodule: Receiver operating characteristic analysis of radiologists detection of pulmonary nodules," Am. J. Roentgenol., vol. 174, pp. 71-74, 2000. (Pubitemid 30030212)
    • (2000) American Journal of Roentgenology , vol.174 , Issue.1 , pp. 71-74
    • Shiraishi, J.1    Katsuragawa, S.2    Ikezoe, J.3    Matsumoto, T.4    Kobayashi, T.5    Komatsu, K.-I.6    Matsui, M.7    Fujita, H.8    Kodera, Y.9    Doi, K.10
  • 15
    • 28744449143 scopus 로고    scopus 로고
    • Segmentation of anatomical structures in chest radiographs using supervised methods: A comparative study on a public database
    • DOI 10.1016/j.media.2005.02.002, PII S1361841505000368
    • B. Ginneken, M. Stegmann, and M. Loog, "Segmentation of anatomical structures in chest radiographs using supervised methods: A comparative study on a public database," Med. Image Anal., vol. 10, no. 1, pp. 19-40, 2006. (Pubitemid 41754725)
    • (2006) Medical Image Analysis , vol.10 , Issue.1 , pp. 19-40
    • Van Ginneken, B.1    Stegmann, M.B.2    Loog, M.3
  • 16
    • 0034961913 scopus 로고    scopus 로고
    • Improved method for automatic identification of lung regions on chest radiographs
    • DOI 10.1016/S1076-6332(03)80688-8
    • L. Li, Y. Zheng, M. Kallergi, and R. A. Clark, "Improved method for automatic identification of lung regions on chest radiographs," Acad. Radiol., vol. 8, no. 7, pp. 629-638, 2001. (Pubitemid 32592165)
    • (2001) Academic Radiology , vol.8 , Issue.7 , pp. 629-638
    • Li, L.1    Zheng, Y.2    Kallergi, M.3    Clark, R.A.4
  • 18
    • 0029378346 scopus 로고
    • Automatic detection of rib borders in chest radiographs
    • Sep.
    • Z. Yue, A. Goshtasby, and L. Ackerman, "Automatic detection of rib borders in chest radiographs," IEEE Trans. Med. Imag., vol. 14, no. 3, pp. 525-536, Sep. 1995.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , Issue.3 , pp. 525-536
    • Yue, Z.1    Goshtasby, A.2    Ackerman, L.3
  • 19
    • 33646416744 scopus 로고    scopus 로고
    • Segmentation of the posterior ribs in chest radiographs using iterated contextual pixel classification
    • May
    • M. Loog and B. Ginneken, "Segmentation of the posterior ribs in chest radiographs using iterated contextual pixel classification.," IEEE Trans. Med. Imag., vol. 25, no. 5, pp. 602-611, May 2006.
    • (2006) IEEE Trans. Med. Imag. , vol.25 , Issue.5 , pp. 602-611
    • Loog, M.1    Ginneken, B.2
  • 25
    • 41649087417 scopus 로고    scopus 로고
    • Segmenting lung fields in serial chest radiographs using both population-based and patient-specific shape statistics
    • DOI 10.1109/TMI.2007.908130, 4359073
    • Y. Shi, F. Qi, Z. Xue, L. Chen, K. Ito, H. Matsuo, and D. Shen, "Segmenting lung fields in serial chest radiographs using both populationbased and patient-specific shape statistics," IEEE Trans. Med. Imag., vol. 27, no. 4, pp. 481-494, Apr. 2008. (Pubitemid 351479141)
    • (2008) IEEE Transactions on Medical Imaging , vol.27 , Issue.4 , pp. 481-494
    • Shi, Y.1    Qi, F.2    Xue, Z.3    Chen, L.4    Ito, K.5    Matsuo, H.6    Shen, D.7
  • 26
    • 84863867505 scopus 로고    scopus 로고
    • An edge-region force guided active shape approach for automatic lung field detection in chest radiographs
    • T. Xu, M. Mandal, R. Long, I. Cheng, and A. Basu, "An edge-region force guided active shape approach for automatic lung field detection in chest radiographs," Comput. Med. Imag. Graph., vol. 36, no. 6, pp. 452-463, 2012.
    • (2012) Comput. Med. Imag. Graph. , vol.36 , Issue.6 , pp. 452-463
    • Xu, T.1    Mandal, M.2    Long, R.3    Cheng, I.4    Basu, A.5
  • 28
    • 80053073770 scopus 로고    scopus 로고
    • Lung segmentation in chest radiographs by fusing shape information in iterative thresholding
    • A. Dawoud, "Lung segmentation in chest radiographs by fusing shape information in iterative thresholding," IET Comput. Vis., vol. 5, no. 3, pp. 185-190, 2011.
    • (2011) IET Comput. Vis. , vol.5 , Issue.3 , pp. 185-190
    • Dawoud, A.1
  • 29
    • 24644500105 scopus 로고    scopus 로고
    • Shape regularized active contour using iterative global search and local optimization
    • T. Yu, J. Luo, and N. Ahuja, "Shape regularized active contour using iterative global search and local optimization," in Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit., 2005, vol. 2, pp. 655-662.
    • (2005) Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit. , vol.2 , pp. 655-662
    • Yu, T.1    Luo, J.2    Ahuja, N.3
  • 30
    • 20344364391 scopus 로고    scopus 로고
    • Shape particle filtering for image segmentation
    • Medical Image Computing and Computer-Assisted Intervention, MICCAI 2004 - 7th International Conference, Proceedings
    • M. Bruijne and M. Nielsen, "Shape particle filtering for image segmentation," Med. Image Comput. Comput.-Assist. Intervent., vol. 3216, pp. 168-175, 2004. (Pubitemid 40787380)
    • (2004) Lecture Notes in Computer Science , vol.3216 , Issue.PART 1 , pp. 168-175
    • De Bruijne, M.1    Nielsen, M.2
  • 32
    • 0033744682 scopus 로고    scopus 로고
    • Automatic segmentation of lung fields in chest radiographs
    • B. Ginneken and B. Romeny, "Automatic segmentation of lung fields in chest radiographs," Med. Phys., vol. 27, no. 10, pp. 2445-2455, 2000.
    • (2000) Med. Phys. , vol.27 , Issue.10 , pp. 2445-2455
    • Ginneken, B.1    Romeny, B.2
  • 33
    • 79953049203 scopus 로고    scopus 로고
    • SIFT flow: Dense correspondence across different scenes and its applications
    • C. Liu, J. Yuen, and A. Torralba, "SIFT flow: Dense correspondence across different scenes and its applications.," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 5, 2011.
    • IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5 , pp. 2011
    • Liu, C.1    Yuen, J.2    Torralba, A.3
  • 34
    • 33746427122 scopus 로고    scopus 로고
    • Graph cuts and efficient N-D image segmentation
    • DOI 10.1007/s11263-006-7934-5
    • Y. Boykov and G. Funka-Lea, "Graph cuts and efficient n-d image segmentation," Int. J. Comput. Vis., vol. 70, pp. 109-131, 2006. (Pubitemid 44127252)
    • (2006) International Journal of Computer Vision , vol.70 , Issue.2 , pp. 109-131
    • Boykov, Y.1    Funka-Lea, G.2
  • 35
    • 79961075443 scopus 로고    scopus 로고
    • Statistical significance based graph cut regularization formedical image segmentation
    • Turkish
    • S. Candemir and Y. S. Akgul, "Statistical significance based graph cut regularization formedical image segmentation,"Turkish J. Electr.Eng. Comput. Sci., vol. 19, no. 6, pp. 957-972, 2011.
    • (2011) J. Electr.Eng. Comput. Sci. , vol.19 , Issue.6 , pp. 957-972
    • Candemir, S.1    Akgul, Y.S.2
  • 38
    • 33947629196 scopus 로고    scopus 로고
    • GeoIRIS: Geospatial information retrieval and indexing system - Content mining, semantics modeling, and complex queries
    • DOI 10.1109/TGRS.2006.890579
    • C. R. Shyu, M. Klaric, G. Scott, A. Barb, C. Davis, and K. Palaniappan, "GeoIRIS: Geospatial information retrieval and indexing system-Content mining, semantics, modeling, and complex queries," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 4, pp. 839-852, Apr. 2007. (Pubitemid 46495619)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.4 , pp. 839-852
    • Shyu, C.-R.1    Klaric, M.2    Scott, G.J.3    Barb, A.S.4    Davis, C.H.5    Palaniappan, K.6
  • 39
    • 0036532792 scopus 로고    scopus 로고
    • A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video
    • DOI 10.1016/S0031-3203(01)00086-3, PII S0031320301000863
    • R. Jain, S. Antani, and R. Kasturi, "A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video," Pattern Recognit., vol. 35, pp. 945-965, 2002. (Pubitemid 34128817)
    • (2002) Pattern Recognition , vol.35 , Issue.4 , pp. 945-965
    • Antani, S.1    Kasturi, R.2    Jain, R.3
  • 42
    • 24644500105 scopus 로고    scopus 로고
    • Shape regularized active contour using iterative global search and local optimization
    • T. Yu, J. Luo, and N. Ahuja, "Shape regularized active contour using iterative global search and local optimization," in Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit., 2005, vol. 2, pp. 655-662.
    • (2005) Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit. , vol.2 , pp. 655-662
    • Yu, T.1    Luo, J.2    Ahuja, N.3
  • 43
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 47
    • 14044270157 scopus 로고    scopus 로고
    • Non-rigid image registration: Theory and practice
    • W. R. Crum, T.Hartkens, andD. L.Hill, "Non-rigid image registration: Theory and practice," Br. J. Radiol., vol. 77, no. 2, pp. 140-153, 2004.
    • (2004) Br. J. Radiol. , vol.77 , Issue.2 , pp. 140-153
    • Crum, W.R.1    Hill, L.2
  • 48
    • 33847080485 scopus 로고    scopus 로고
    • Image alignment and stitching: A tutorial
    • R. Szeliski, "Image alignment and stitching: A tutorial," Foundat. Trends Comput. Graph. Vis., vol. 2, no. 1, pp. 1-104, 2006.
    • (2006) Foundat. Trends Comput. Graph. Vis. , vol.2 , Issue.1 , pp. 1-104
    • Szeliski, R.1
  • 50
    • 36348985858 scopus 로고    scopus 로고
    • Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines
    • DOI 10.1109/TIP.2007.909412
    • S. Klein, M. Staring, and J. Pluim, "Evaluation of optimization methods for nonrigid medical image registration using mutual information and b-splines," IEEE Trans. Image Process., vol. 16, no. 12, pp. 2879-2890, Dec. 2007. (Pubitemid 350201222)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.12 , pp. 2879-2890
    • Klein, S.1    Staring, M.2    Pluim, J.P.W.3
  • 51
    • 64949166881 scopus 로고    scopus 로고
    • Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration
    • A. Klein, J. Andersson, B. A. Ardekani, J. Ashburner, B. Avants, M. C. Chiang, G. E. Christensen, D. L. Collins, J. Gee, P. Hellier, J. H. Song, M. Jenkinson, C. Lepage, D. Rueckert, P. Thompson, T. Vercauteren, R. P.Woods, J. J. Mann, and R. V. Parsey, "Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration," Neuroimage, vol. 46, no. 3, p. 786, 2009.
    • (2009) Neuroimage , vol.46 , Issue.3 , pp. 786
    • Klein, A.1    Andersson, J.2    Ardekani, B.A.3    Ashburner, J.4    Avants, B.5    Chiang, M.C.6
  • 57
    • 0024699908 scopus 로고
    • Choosing nodes in parametric curve interpolation
    • E. T. Y. Lee, "Choosing nodes in parametric curve interpolation," Computer-Aided Design, vol. 21, p. 363370, 1989.
    • (1989) Computer-Aided Design , vol.21 , pp. 363370
    • Lee, E.T.Y.1
  • 58
    • 0041620204 scopus 로고    scopus 로고
    • Localizing contour points for indexing an X-ray image retrieval system
    • X. Xu, D. J. Lee, S. Antani, and R. Long, "Localizing contour points for indexing an X-ray image retrieval system," in Conf. Board Math. Sci,, 2003, pp. 169-174.
    • (2003) Conf. Board Math. Sci , pp. 169-174
    • Xu, X.1    Lee, D.J.2    Antani, S.3    Long, R.4
  • 63
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. R. Dice, "Measures of the amount of ecologic association between species," Ecology, vol. 26, no. 3, 1945.
    • (1945) Ecology , vol.26 , Issue.3
    • Dice, L.R.1
  • 64
    • 12844261790 scopus 로고    scopus 로고
    • MR-based automatic delineation of volumes of interest in human brain PET images using probability maps
    • DOI 10.1016/j.neuroimage.2004.10.017, PII S105381190400624X
    • C. Svarer, K. Madsen, S. G. Hasselbalch, L. H. Pinborg, S. Haugbøl, V. G. Frøjær, S. Holm, O. B. Paulson, and G. M. Knudsen, "Mr-based automatic delineation of volumes of interest in human brain pet images using probability maps," Neuroimage, vol. 24, no. 4, pp. 969-979, 2005. (Pubitemid 40164499)
    • (2005) NeuroImage , vol.24 , Issue.4 , pp. 969-979
    • Svarer, C.1    Madsen, K.2    Hasselbalch, S.G.3    Pinborg, L.H.4    Haugbol, S.5    Frokjaer, V.G.6    Holm, S.7    Paulson, O.B.8    Knudsen, G.M.9
  • 65
    • 64949185299 scopus 로고    scopus 로고
    • Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy
    • P. Aljabar, R. A. Heckemann, A. Hammers, J. V. Hajnal, and D. Rueckert, "Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy," Neuroimage, vol. 46, no. 3, pp. 726-738, 2009.
    • (2009) Neuroimage , vol.46 , Issue.3 , pp. 726-738
    • Aljabar, P.1    Heckemann, R.A.2    Hammers, A.3    Hajnal, J.V.4    Rueckert, D.5
  • 66
    • 0031979497 scopus 로고    scopus 로고
    • Computerized delineation and analysis of costophrenic angles in digital chest radiographs
    • DOI 10.1016/S1076-6332(98)80151-7
    • S. Armato, M. Giger, and H. MacMahon, "Computerized delineation and analysis of costophrenic angles in digital chest radiographs," Acad. Radiol., vol. 5, pp. 329-335, 1998. (Pubitemid 28227950)
    • (1998) Academic Radiology , vol.5 , Issue.5 , pp. 329-335
    • Armato III, S.G.1    Giger, M.L.2    MacMahon, H.3
  • 67
    • 84878379930 scopus 로고    scopus 로고
    • Automated localization of costophrenic recesses and costophrenic angle measurement on frontal chest radiographs
    • P. Maduskar, H. Laurens, R. Philipsen, and B. Ginneken, "Automated localization of costophrenic recesses and costophrenic angle measurement on frontal chest radiographs," in Proc. SPIE, 2013, vol. 8670.
    • (2013) Proc. SPIE , pp. 8670
    • Maduskar, P.1    Laurens, H.2    Philipsen, R.3    Ginneken, B.4
  • 68
    • 33745969182 scopus 로고    scopus 로고
    • What metrics can be approximated by geo-cuts, or global optimization of length/area and flux
    • DOI 10.1109/ICCV.2005.252, 1541304, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • V. Kolmogorov and Y. Boykov, "What metrics can be approximated by geo-cuts, or global optimization of length/area and flux," in Proc. IEEE Int. Conf. Comput. Vis., 2005, vol. 1, pp. 564-571. (Pubitemid 44055006)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.I , pp. 564-571
    • Kolmogorov, V.1    Boykov, Y.2
  • 69
    • 77955451284 scopus 로고    scopus 로고
    • Adaptive regularization parameter for graph cut segmentation
    • Berlin, Germany: Springer. , Lecture Notes in Computer Science
    • S. Candemir and Y. S. Akgul, "Adaptive regularization parameter for graph cut segmentation," in Image Analysis and Recognition. Berlin, Germany: Springer, 2010, Lecture Notes in Computer Science, pp. 117-126.
    • (2010) Image Analysis and Recognition , pp. 117-126
    • Candemir, S.1    Akgul, Y.S.2
  • 70
    • 79960321310 scopus 로고    scopus 로고
    • Statistical significance based graph cut segmentation for shrinking bias
    • Berlin, Germany: Springer. Lecture Notes in Computer Science
    • S. Candemir and Y. S. Akgul, "Statistical significance based graph cut segmentation for shrinking bias," in Image Analysis and Recognition. Berlin, Germany: Springer, 2011, Lecture Notes in Computer Science, pp. 304-313.
    • (2011) Image Analysis and Recognition , pp. 304-313
    • Candemir, S.1    Akgul, Y.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.