메뉴 건너뛰기




Volumn 27, Issue 3, 2014, Pages 380-391

Automated 3D interstitial lung disease extent quantification: Performance evaluation and correlation to PFTs

Author keywords

Automated 3D disease extent quantification; Disease extent assessment; Interstitial lung disease; Pulmonary function tests; Semi quantitative scoring

Indexed keywords

COMPUTERIZED TOMOGRAPHY; GLASS;

EID: 84901499082     PISSN: 08971889     EISSN: 1618727X     Source Type: Journal    
DOI: 10.1007/s10278-013-9670-z     Document Type: Article
Times cited : (12)

References (40)
  • 1
    • 60849137573 scopus 로고    scopus 로고
    • High-resolution computed tomography and scleroderma lung disease
    • 18784149 10.1093/rheumatology/ken271
    • Wells AU: High-resolution computed tomography and scleroderma lung disease. Rheumatology 47(Suppl 5):v59-v61, 2008
    • (2008) Rheumatology , vol.47 , Issue.SUPPL. 5
    • Wells, A.U.1
  • 2
    • 69949131773 scopus 로고    scopus 로고
    • Outcome measures in the lung
    • 18784144 10.1093/rheumatology/ken311
    • Wells AU, Behr J, Silver R: Outcome measures in the lung. Rheumatology 47(Suppl 5):v48-v50, 2008
    • (2008) Rheumatology , vol.47 , Issue.SUPPL. 5
    • Wells, A.U.1    Behr, J.2    Silver, R.3
  • 3
    • 49349101692 scopus 로고    scopus 로고
    • The role of radiology in the management of systemic sclerosis
    • 1:STN:280:DC%2BD1crjslOqsw%3D%3D 18718225 10.1016/j.crad.2008.05.007
    • Madani G, Katz RD, Haddock JA, Denton CP, Bell JR: The role of radiology in the management of systemic sclerosis. Clin Radiol 63(9):959-967, 2008
    • (2008) Clin Radiol , vol.63 , Issue.9 , pp. 959-967
    • Madani, G.1    Katz, R.D.2    Haddock, J.A.3    Denton, C.P.4    Bell, J.R.5
  • 5
    • 67649671982 scopus 로고    scopus 로고
    • Pulmonary complications: One of the most challenging complications of systemic sclerosis
    • 19487223
    • Wells AU, Steen V, Valentini G: Pulmonary complications: one of the most challenging complications of systemic sclerosis. Rheumatology 48(Suppl 3):iii40-iii44, 2009
    • (2009) Rheumatology , vol.48 , Issue.SUPPL. 3
    • Wells, A.U.1    Steen, V.2    Valentini, G.3
  • 6
    • 33745227399 scopus 로고    scopus 로고
    • Cyclophosphamide versus placebo in scleroderma lung disease
    • 1:CAS:528:DC%2BD28XmtFSgtLs%3D 16790698 10.1056/NEJMoa055120
    • Tashkin DP, Elashoff R, Clements PJ, Goldin J, Roth MD, Furst DE, et al: Cyclophosphamide versus placebo in scleroderma lung disease. N Engl J Med 354(25):2655-2666, 2006
    • (2006) N Engl J Med , vol.354 , Issue.25 , pp. 2655-2666
    • Tashkin, D.P.1    Elashoff, R.2    Clements, P.J.3    Goldin, J.4    Roth, M.D.5    Furst, D.E.6
  • 7
    • 3242813602 scopus 로고    scopus 로고
    • CT features of lung disease in patients with systemic sclerosis: Comparison with idiopathic pulmonary fibrosis and nonspecific interstitial pneumonia
    • 15286324 10.1148/radiol.2322031223
    • Desai SR, Veeraraghavan S, Hansell DM, Nikolakopolou A, Goh NS, Nicholson AG, et al: CT features of lung disease in patients with systemic sclerosis: comparison with idiopathic pulmonary fibrosis and nonspecific interstitial pneumonia. Radiology 232(2):560-567, 2004
    • (2004) Radiology , vol.232 , Issue.2 , pp. 560-567
    • Desai, S.R.1    Veeraraghavan, S.2    Hansell, D.M.3    Nikolakopolou, A.4    Goh, N.S.5    Nicholson, A.G.6
  • 8
    • 0030886936 scopus 로고    scopus 로고
    • Thin-section CT obtained at 10-mm increments versus limited three-level thin-section CT for idiopathic pulmonary fibrosis: Correlation with pathologic scoring
    • 1:STN:280:DyaK2svltlyhtQ%3D%3D 9308447 10.2214/ajr.169.4.9308447
    • Kazerooni EA, Martinez FJ, Flint A, Jamadar DA, Gross BH, Spizarny DL, et al: Thin-section CT obtained at 10-mm increments versus limited three-level thin-section CT for idiopathic pulmonary fibrosis: correlation with pathologic scoring. AJR Am J Roentgenol 169(4):977-983, 1997
    • (1997) AJR Am J Roentgenol , vol.169 , Issue.4 , pp. 977-983
    • Kazerooni, E.A.1    Martinez, F.J.2    Flint, A.3    Jamadar, D.A.4    Gross, B.H.5    Spizarny, D.L.6
  • 9
    • 84896729314 scopus 로고    scopus 로고
    • High resolution computed tomography scoring systems for evaluating interstitial lung disease in systemic sclerosis patients
    • 10.4172/2161-1149.S1-003, 2012
    • Assayag D, Kaduri S, Hudson M, Hirsch A, Baron M: High resolution computed tomography scoring systems for evaluating interstitial lung disease in systemic sclerosis patients. Rheumatology S1:003, 2012. doi: 10.4172/2161-1149.S1-003, 2012
    • (2012) Rheumatology , vol.1 , pp. 003
    • Assayag, D.1    Kaduri, S.2    Hudson, M.3    Hirsch, A.4    Baron, M.5
  • 10
    • 0028329191 scopus 로고
    • Observer variation in pattern type and extent of disease in fibrosing alveolitis on thin section computed tomography and chest radiography
    • 1:STN:280:DyaK2c3hsFaruw%3D%3D 8162678 10.1016/S0009-9260(05)81847-1
    • Collins CD, Wells AU, Hansell DM, Morgan RA, MacSweeney JE, du Bois RM, et al: Observer variation in pattern type and extent of disease in fibrosing alveolitis on thin section computed tomography and chest radiography. Clin Radiol 49(4):236-240, 1994
    • (1994) Clin Radiol , vol.49 , Issue.4 , pp. 236-240
    • Collins, C.D.1    Wells, A.U.2    Hansell, D.M.3    Morgan, R.A.4    Macsweeney, J.E.5    Du Bois, R.M.6
  • 11
    • 2942677198 scopus 로고    scopus 로고
    • HRCT diagnosis of diffuse parenchymal lung disease: Inter-observer variation
    • 1:STN:280:DC%2BD2c3pvVKjtQ%3D%3D 1747041 15170034 10.1136/thx.2003.020396
    • Aziz ZA, Wells AU, Hansell DM, Bain GA, Copley SJ, Desai SR, et al: HRCT diagnosis of diffuse parenchymal lung disease: inter-observer variation. Thorax 59(6):506-511, 2004
    • (2004) Thorax , vol.59 , Issue.6 , pp. 506-511
    • Aziz, Z.A.1    Wells, A.U.2    Hansell, D.M.3    Bain, G.A.4    Copley, S.J.5    Desai, S.R.6
  • 12
    • 33947424398 scopus 로고    scopus 로고
    • Lung CT densitometry in systemic sclerosis: Correlation with lung function, exercise testing, and quality of life
    • 17356079 10.1378/chest.06-1401
    • Camiciottoli G, Orlandi I, Bartolucci M, Meoni E, Nacci F, Diciotti S, et al: Lung CT densitometry in systemic sclerosis: correlation with lung function, exercise testing, and quality of life. Chest 131(3):672-681, 2007
    • (2007) Chest , vol.131 , Issue.3 , pp. 672-681
    • Camiciottoli, G.1    Orlandi, I.2    Bartolucci, M.3    Meoni, E.4    Nacci, F.5    Diciotti, S.6
  • 13
    • 33947360327 scopus 로고    scopus 로고
    • Quantitative CT of fibrotic interstitial lung disease
    • 17356073 10.1378/chest.06-2955
    • Lynch DA: Quantitative CT of fibrotic interstitial lung disease. Chest 131:643-654, 2007
    • (2007) Chest , vol.131 , pp. 643-654
    • Lynch, D.A.1
  • 15
    • 59249090829 scopus 로고    scopus 로고
    • Interstitial lung disease associated with collagen vascular disorders: Disease quantification using a computer-aided diagnosis tool
    • 18726597 10.1007/s00330-008-1152-1
    • Marten K, Dicken V, Kneitz C, Höhmann M, Kenn W, Hahn D, et al: Interstitial lung disease associated with collagen vascular disorders: disease quantification using a computer-aided diagnosis tool. Eur Radiol 19(2):324-332, 2008
    • (2008) Eur Radiol , vol.19 , Issue.2 , pp. 324-332
    • Marten, K.1    Dicken, V.2    Kneitz, C.3    Höhmann, M.4    Kenn, W.5    Hahn, D.6
  • 16
    • 71849095053 scopus 로고    scopus 로고
    • Computer-assisted quantification of interstitial lung disease associated with rheumatoid arthritis: Preliminary technical validation
    • 1:STN:280:DC%2BD1MjmtFOhtg%3D%3D 18722728 10.1016/j.ejrad.2008.07.008
    • Marten K, Dicken V, Kneitz C, Höhmann M, Kenn W, Hahn D, et al: Computer-assisted quantification of interstitial lung disease associated with rheumatoid arthritis: preliminary technical validation. Eur J Radiol 72(2):278-283, 2009
    • (2009) Eur J Radiol , vol.72 , Issue.2 , pp. 278-283
    • Marten, K.1    Dicken, V.2    Kneitz, C.3    Höhmann, M.4    Kenn, W.5    Hahn, D.6
  • 17
    • 79953813245 scopus 로고    scopus 로고
    • Quantitative computed tomographic indexes in diffuse interstitial lung disease: Correlation with physiologic tests and computed tomography visual scores
    • 21412102 10.1097/RCT.0b013e31820ccf18
    • Shin KE, Chung MJ, Jung MP, Choe BK, Lee KS: Quantitative computed tomographic indexes in diffuse interstitial lung disease: correlation with physiologic tests and computed tomography visual scores. J Comput Assist Tomogr 35(2):266-271, 2011
    • (2011) J Comput Assist Tomogr , vol.35 , Issue.2 , pp. 266-271
    • Shin, K.E.1    Chung, M.J.2    Jung, M.P.3    Choe, B.K.4    Lee, K.S.5
  • 18
    • 79551700582 scopus 로고    scopus 로고
    • Computer-aided detection of early interstitial lung diseases using low-dose CT images
    • 3165025 21263171 10.1088/0031-9155/56/4/016
    • Park SC, Tan J, Wang X, Lederman D, Leader JK, Kim SH, Zheng B: Computer-aided detection of early interstitial lung diseases using low-dose CT images. Phys Med Biol 56(4):1139-1153, 2011
    • (2011) Phys Med Biol , vol.56 , Issue.4 , pp. 1139-1153
    • Park, S.C.1    Tan, J.2    Wang, X.3    Lederman, D.4    Leader, J.K.5    Kim, S.H.6    Zheng, B.7
  • 19
    • 78650533234 scopus 로고    scopus 로고
    • A computer-aided diagnosis system for quantitative scoring of extent of lung fibrosis in scleroderma patients
    • 1:STN:280:DC%2BC3cbotVOmtA%3D%3D 3177564 21050542
    • Kim HG, Tashkin DP, Clements PJ, Li G, Brown MS, Elashoff R, et al: A computer-aided diagnosis system for quantitative scoring of extent of lung fibrosis in scleroderma patients. Clin Exp Rheumatol 28(5, Suppl 62):S26-S35, 2010
    • (2010) Clin Exp Rheumatol , vol.28 , Issue.5 SUPPL. 62
    • Kim, H.G.1    Tashkin, D.P.2    Clements, P.J.3    Li, G.4    Brown, M.S.5    Elashoff, R.6
  • 20
    • 77953173086 scopus 로고    scopus 로고
    • Texture-based identification and characterization of interstitial pneumonia patterns in lung multidetector CT
    • 19906596 10.1109/TITB.2009.2036166
    • Korfiatis PD, Karahaliou AN, Kazantzi AD, Kalogeropoulou C, Costaridou L: Texture-based identification and characterization of interstitial pneumonia patterns in lung multidetector CT. IEEE Trans Inf Technol Biomed 14(3):675-680, 2010
    • (2010) IEEE Trans Inf Technol Biomed , vol.14 , Issue.3 , pp. 675-680
    • Korfiatis, P.D.1    Karahaliou, A.N.2    Kazantzi, A.D.3    Kalogeropoulou, C.4    Costaridou, L.5
  • 21
    • 83455213963 scopus 로고    scopus 로고
    • Automated quantification of HRCT findings in individuals at risk for pulmonary fibrosis
    • 3231958 21622544 10.1378/chest.10-2545
    • Rosas IO, Yao J, Avila NA, Chow CK, Gahl WA, Gochuico BR: Automated quantification of HRCT findings in individuals at risk for pulmonary fibrosis. Chest 140(6):1590-1597, 2011
    • (2011) Chest , vol.140 , Issue.6 , pp. 1590-1597
    • Rosas, I.O.1    Yao, J.2    Avila, N.A.3    Chow, C.K.4    Gahl, W.A.5    Gochuico, B.R.6
  • 23
    • 3343026214 scopus 로고    scopus 로고
    • Computer-aided diagnosis and the evaluation of lung disease
    • 15273610 10.1097/01.rti.0000135973.65163.69
    • Ko JP, Naidich DP: Computer-aided diagnosis and the evaluation of lung disease. J Thorac Imaging 19(3):136-155, 2004
    • (2004) J Thorac Imaging , vol.19 , Issue.3 , pp. 136-155
    • Ko, J.P.1    Naidich, D.P.2
  • 24
    • 0036789857 scopus 로고    scopus 로고
    • Multidetector spiral high-resolution computed tomography of the lungs: Distribution of findings on coronal image reconstructions
    • 12362068 10.1097/00005382-200210000-00006
    • Johkoh T, Müller NL, Nakamura H: Multidetector spiral high-resolution computed tomography of the lungs: distribution of findings on coronal image reconstructions. J Thorac Imaging 17(4):291-305, 2002
    • (2002) J Thorac Imaging , vol.17 , Issue.4 , pp. 291-305
    • Johkoh, T.1    Müller, N.L.2    Nakamura, H.3
  • 25
    • 28144437469 scopus 로고    scopus 로고
    • Multi-detector row CT and postprocessing techniques in the assessment of diffuse lung disease
    • 16284140 10.1148/rg.256055037
    • Beigelman-Aubry C, Hill C, Guibal A, Savatovsky J, Grenier PA: Multi-detector row CT and postprocessing techniques in the assessment of diffuse lung disease. Radiographics 25(6):1639-1652, 2005
    • (2005) Radiographics , vol.25 , Issue.6 , pp. 1639-1652
    • Beigelman-Aubry, C.1    Hill, C.2    Guibal, A.3    Savatovsky, J.4    Grenier, P.A.5
  • 26
    • 0141743729 scopus 로고    scopus 로고
    • Quantitative computerized analysis of diffuse lung disease in high-resolution computed tomography
    • 14528966 10.1118/1.1597431
    • Uchiyama Y, Katsuragawa S, Abe H, Shiraishi J, Li F, Li Q, Zhang CT, Suzuki K, Doi K: Quantitative computerized analysis of diffuse lung disease in high-resolution computed tomography. Med Phys 30(9):2440-2454, 2003
    • (2003) Med Phys , vol.30 , Issue.9 , pp. 2440-2454
    • Uchiyama, Y.1    Katsuragawa, S.2    Abe, H.3    Shiraishi, J.4    Li, F.5    Li, Q.6    Zhang, C.T.7    Suzuki, K.8    Doi, K.9
  • 27
    • 33745662161 scopus 로고    scopus 로고
    • Automated classification of hyperlucency, fibrosis, ground glass, solid, and focal lesions in high-resolution CT of the lung
    • 16898465 10.1118/1.2207131
    • Sluimer IC, Prokop M, Hartmann I, van Ginneken B: Automated classification of hyperlucency, fibrosis, ground glass, solid, and focal lesions in high-resolution CT of the lung. Med Phys 33(7):2610-2620, 2006
    • (2006) Med Phys , vol.33 , Issue.7 , pp. 2610-2620
    • Sluimer, I.C.1    Prokop, M.2    Hartmann, I.3    Van Ginneken, B.4
  • 29
    • 34250207725 scopus 로고    scopus 로고
    • High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis
    • 2701291 17574128 10.1016/j.acra.2007.03.009
    • Zavaletta VA, Bartholmai BJ, Robb RA: High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis. Acad Radiol 14(7):772-787, 2007
    • (2007) Acad Radiol , vol.14 , Issue.7 , pp. 772-787
    • Zavaletta, V.A.1    Bartholmai, B.J.2    Robb, R.A.3
  • 30
    • 33745949494 scopus 로고    scopus 로고
    • Computer-aided classification of interstitial lung diseases via MDCT: 3D adaptive multiple feature method (3D AMFM)
    • 16843849 10.1016/j.acra.2006.04.017
    • Xu Y, van Beek EJ, Hwanjo Y, Guo J, McLennan G, Hoffman EA: Computer-aided classification of interstitial lung diseases via MDCT: 3D adaptive multiple feature method (3D AMFM). Acad Radiol 13(8):969-978, 2006
    • (2006) Acad Radiol , vol.13 , Issue.8 , pp. 969-978
    • Xu, Y.1    Van Beek, E.J.2    Hwanjo, Y.3    Guo, J.4    McLennan, G.5    Hoffman, E.A.6
  • 31
    • 76249103656 scopus 로고    scopus 로고
    • Quantitative analysis of pulmonary emphysema using local binary patterns
    • 20129855 10.1109/TMI.2009.2038575
    • Sørensen L, Shaker SB, de Bruijne M: Quantitative analysis of pulmonary emphysema using local binary patterns. IEEE Trans Med Imaging 29(2):559-569, 2010
    • (2010) IEEE Trans Med Imaging , vol.29 , Issue.2 , pp. 559-569
    • Sørensen, L.1    Shaker, S.B.2    De Bruijne, M.3
  • 32
    • 84901507570 scopus 로고    scopus 로고
    • American College of Rheumatology Accessed 1 March 2013
    • American College of Rheumatology. http://www.rheumatology.org/. Accessed 1 March 2013
  • 34
    • 56749159136 scopus 로고    scopus 로고
    • Texture classification-based segmentation of lung affected by interstitial pneumonia in high-resolution CT
    • 19175088 10.1118/1.3003066
    • Korfiatis P, Kalogeropoulou C, Karahaliou A, Kazantzi A, Skiadopoulos S, Costaridou L: Texture classification-based segmentation of lung affected by interstitial pneumonia in high-resolution CT. Med Phys 35(12):5290-5302, 2008
    • (2008) Med Phys , vol.35 , Issue.12 , pp. 5290-5302
    • Korfiatis, P.1    Kalogeropoulou, C.2    Karahaliou, A.3    Kazantzi, A.4    Skiadopoulos, S.5    Costaridou, L.6
  • 35
    • 38349000626 scopus 로고    scopus 로고
    • Combining 2D wavelet edge highlighting and 3D thresholding for lung segmentation in thin-slice CT
    • 1:STN:280:DC%2BD2sjjtVOjtw%3D%3D 18065645 10.1259/bjr/20861881
    • Korfiatis P, Skiadopoulos S, Sakellaropoulos P, Kalogeropoulou C, Costaridou L: Combining 2D wavelet edge highlighting and 3D thresholding for lung segmentation in thin-slice CT. Br J Radiol 80(960):996-1004, 2007
    • (2007) Br J Radiol , vol.80 , Issue.960 , pp. 996-1004
    • Korfiatis, P.1    Skiadopoulos, S.2    Sakellaropoulos, P.3    Kalogeropoulou, C.4    Costaridou, L.5
  • 37
    • 21744460289 scopus 로고    scopus 로고
    • ATS/ERS Task Force. Standardisation of spirometry
    • 1:STN:280:DC%2BD2MzpsFOltw%3D%3D 16055882 10.1183/09031936.05.00034805
    • Miller MR, Hankinson J, Brusasco V, Burgos F, Casaburi R, Coates A, et al: ATS/ERS Task Force. Standardisation of spirometry. Eur Respir J 26(2):319-338, 2005
    • (2005) Eur Respir J , vol.26 , Issue.2 , pp. 319-338
    • Miller, M.R.1    Hankinson, J.2    Brusasco, V.3    Burgos, F.4    Casaburi, R.5    Coates, A.6
  • 38
    • 0027567430 scopus 로고
    • Standardized Lung Function Testing
    • Anonymous Official statement of the European Respiratory Society
    • Anonymous: Standardized lung function testing. Official statement of the European Respiratory Society. Eur Respir J Suppl 16:1-100, 1993
    • (1993) Eur Respir J Suppl , vol.16 , pp. 1-100
  • 39
    • 48249153186 scopus 로고
    • Intraclass correlations: Uses in assessing rater reliability
    • 1:STN:280:DC%2BD1cnkslSnsg%3D%3D 10.1037/0033-2909.86.2.420
    • Shrout PE, Fleiss JL: Intraclass correlations: uses in assessing rater reliability. Psychological Bull 86(2):420-428, 1979
    • (1979) Psychological Bull , vol.86 , Issue.2 , pp. 420-428
    • Shrout, P.E.1    Fleiss, J.L.2
  • 40
    • 0032077905 scopus 로고    scopus 로고
    • Receiver operating characteristic (ROC) analysis: Basic principles and applications in radiology
    • 9639133 10.1016/S0720-048X(97)00157-5
    • Erkel AR, Pattynama PM: Receiver operating characteristic (ROC) analysis: basic principles and applications in radiology. Eur J Radiol 27(2):88-94, 1998
    • (1998) Eur J Radiol , vol.27 , Issue.2 , pp. 88-94
    • Erkel, A.R.1    Pattynama, P.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.