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Volumn 56, Issue 4, 2011, Pages 1139-1153

Computer-aided detection of early interstitial lung diseases using low-dose CT images

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPUTED TOMOGRAPHY; COMPUTER-AIDED DETECTION; DATA SETS; FEATURE-BASED; GRID-BASED; INTERSTITIAL LUNG DISEASE; LOW DOSE; LOW-DOSE CT; OPTIMAL IMAGES; RECEIVER OPERATING CHARACTERISTIC CURVES; REGION GROWTH; TEST CASE;

EID: 79551700582     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/56/4/016     Document Type: Article
Times cited : (65)

References (34)
  • 2
    • 33644832577 scopus 로고    scopus 로고
    • Functional impairment in emphysema: Contribution of airway abnormalities and distribution of parenchymal disease
    • Aziz Z A et al 2005 Functional impairment in emphysema: contribution of airway abnormalities and distribution of parenchymal disease Am. J. Roentgenol. 185 1509-15
    • (2005) Am. J. Roentgenol. , vol.185 , pp. 1509-1515
    • Aziz, Z.A.1
  • 3
    • 0042844556 scopus 로고    scopus 로고
    • Quantitative CT indexes in idiopathic pulmonary fibrosis: Relationship with physiologic impairment
    • DOI 10.1148/radiol.2282020274
    • Best A C et al 2003 Quantitative CT indexes in idiopathic pulmonary fibrosis: relationship with physiologic impairment Radiology 228 407-14 (Pubitemid 36910079)
    • (2003) Radiology , vol.228 , Issue.2 , pp. 407-414
    • Best, A.C.1    Lynch, A.M.2    Bozic, C.M.3    Miller, D.4    Grunwald, G.K.5    Lynch, D.A.6
  • 4
    • 0842280636 scopus 로고    scopus 로고
    • Correlation between HRCT findings, pulmonary function tests and bronchoalveolar lavage cytology in interstitial lung disease associated with rheumatoid arthritis
    • DOI 10.1007/s00330-003-2026-1
    • Biederer J et al 2004 Correlation between HRCT finding, pulmonary function tests and bronchoalveolar lavage cytology in interstitial lung disease associated with rheumatoid arthritis Eur. Radiol. 14 272-80 (Pubitemid 38181084)
    • (2004) European Radiology , vol.14 , Issue.2 , pp. 272-280
    • Biederer, J.1    Schnabel, A.2    Muhle, C.3    Gross, W.L.4    Heller, M.5    Reuter, M.6
  • 6
    • 33747497014 scopus 로고    scopus 로고
    • Interstitial lung disease: Progress and problems
    • DOI 10.1136/pgmj.2006.046417
    • Bourke S J 2006 Interstitial lung disease: progress and problems Postgrad. Med. J. 82 494-9 (Pubitemid 44258624)
    • (2006) Postgraduate Medical Journal , vol.82 , Issue.970 , pp. 494-499
    • Bourke, S.J.1
  • 7
    • 0036209103 scopus 로고    scopus 로고
    • Association of malignancy with diseases causing interstitial pulmonary changes
    • DOI 10.1378/chest.121.4.1278
    • Bouros D, Hatzakis K, Labrakis H and Zeibecoglou K 2002 Association of malignancy with diseases causing interstitial pulmonary changes Chest 121 1278-89 (Pubitemid 34280454)
    • (2002) Chest , vol.121 , Issue.4 , pp. 1278-1289
    • Bouros, D.1    Hatzakis, K.2    Labrakis, H.3    Zeibecoglou, K.4
  • 8
    • 0025585326 scopus 로고
    • Use of gray value distribution of run lengths for texture analysis
    • Chu A, Sehgal C M and Greenleaf J F 1990 Use of gray value distribution of run lengths for texture analysis Pattern Recognit. Lett. 11 415-20
    • (1990) Pattern Recognit. Lett. , vol.11 , pp. 415-420
    • Chu, A.1    Sehgal, C.M.2    Greenleaf, J.F.3
  • 9
    • 0026276969 scopus 로고
    • Image characterizations based on joint gray-level run-length distributions
    • Dasarathy B R and Holder E B 1991 Image characterizations based on joint gray-level run-length distributions Pattern Recognit. Lett. 12 497-502
    • (1991) Pattern Recognit. Lett. , vol.12 , pp. 497-502
    • Dasarathy, B.R.1    Holder, E.B.2
  • 10
    • 0242468622 scopus 로고    scopus 로고
    • Operation for lung cancer in patients with idiopathic pulmonary fibrosis: Surgical contraindication
    • Fujimoto T, Okazaki T, Matsukura T and Hanawa T 2003 Operation for lung cancer in patients with idiopathic pulmonary fibrosis: surgical contraindication Ann. Thorac. Surg. 76 1674-9
    • (2003) Ann. Thorac. Surg. , vol.76 , pp. 1674-1679
    • Fujimoto, T.1    Okazaki, T.2    Matsukura, T.3    Hanawa, T.4
  • 11
    • 0001416258 scopus 로고
    • Texture analysis using gray level run lengths
    • Galloway M M 1975 Texture analysis using gray level run lengths Comput. Graphics Image Process 4 172-9
    • (1975) Comput. Graphics Image Process , vol.4 , pp. 172-179
    • Galloway, M.M.1
  • 15
    • 0036731714 scopus 로고    scopus 로고
    • Postoperative morbidity, mortality, and survival in lung cancer associated with idiopathic pulmonary fibrosis
    • DOI 10.1002/jso.10145
    • Kawasaki H et al 2002 Postoperative morbidity, mortality, and survival in lung cancer associated with idiopathic pulmonary fibrosis J. Surg. Oncol. 81 33-7 (Pubitemid 34983164)
    • (2002) Journal of Surgical Oncology , vol.81 , Issue.1 , pp. 33-37
    • Kawasaki, H.1    Nagai, K.2    Yoshida, J.3    Nishimura, M.4    Nishiwaki, Y.5
  • 16
    • 22644435878 scopus 로고    scopus 로고
    • Clinical advances in the diagnosis and therapy of the interstitial lung diseases
    • King T E 2005 Clinical advances in the diagnosis and therapy of the interstitial lung diseases Am J Respir Crit Care Med. 172 268-79
    • (2005) Am. J. Respir. Crit. Care Med. , vol.172 , pp. 268-279
    • King, T.E.1
  • 17
    • 56749159136 scopus 로고    scopus 로고
    • Texture classification-based segmentation of lung affected by interstitial pneumonia in highresolution CT
    • Korfiatis P et al 2008 Texture classification-based segmentation of lung affected by interstitial pneumonia in highresolution CT Med. Phys. 35 5290-302
    • (2008) Med. Phys. , vol.35 , pp. 5290-5302
    • Korfiatis, P.1
  • 18
    • 32944461750 scopus 로고    scopus 로고
    • Pulmonary nodule detection with low-dose CT of the lung: Agreement among radiologists
    • Leader J K et al 2005 Pulmonary nodule detection with low-dose CT of the lung: agreement among radiologists Am. J. Roentgenol. 185 973-8
    • (2005) Am. J. Roentgenol. , vol.185 , pp. 973-978
    • Leader, J.K.1
  • 19
    • 59249090829 scopus 로고    scopus 로고
    • Interstitial lung disease associated with collagen vascular disorders: Disease quantification using a computer-aided diagnosis tool
    • Marten K et al 2009 Interstitial lung disease associated with collagen vascular disorders: disease quantification using a computer-aided diagnosis tool Eur. Radiol. 19 324-32
    • (2009) Eur. Radiol. , vol.19 , pp. 324-332
    • Marten, K.1
  • 20
    • 0003571850 scopus 로고    scopus 로고
    • version, University of Chicago, Chicago, IL, USA
    • Metz C E 1998 ROCFIT 0.9B Beta version, University of Chicago, Chicago, IL, USA http://www-radiology.uchicago.edu/krl
    • (1998) ROCFIT 0.9B Beta
    • Metz, C.E.1
  • 21
    • 71649098609 scopus 로고    scopus 로고
    • Pulmonary airway tree segmentation using adaptive volume of interest in CT images
    • Park S C et al 2009a Pulmonary airway tree segmentation using adaptive volume of interest in CT images Proc. SPIE 7259 72593U
    • (2009) Proc. SPIE , vol.7259
    • Park, S.C.1
  • 22
    • 59449110510 scopus 로고    scopus 로고
    • Improving performance of computer-aided detection scheme by combining results from two machine learning classifiers
    • Park S C, Pu J and Zheng B 2009b Improving performance of computer-aided detection scheme by combining results from two machine learning classifiers Acad. Radiol. 16 266-74
    • (2009) Acad. Radiol. , vol.16 , pp. 266-274
    • Park, S.C.1    Pu, J.2    Zheng, B.3
  • 23
    • 77953287751 scopus 로고    scopus 로고
    • Lung cancer screening
    • Pastorino U 2010 Lung cancer screening Br. J. Cancer 102 1681-6
    • (2010) Br. J. Cancer , vol.102 , pp. 1681-1686
    • Pastorino, U.1
  • 25
    • 0034879738 scopus 로고    scopus 로고
    • High-resolution CT of diffuse interstitial lung disease: Key findings in common disorders
    • DOI 10.1007/s003300000648
    • Schaefer-Prokop C, Prokop M, Fleischmann D and Herold C 2001 Highresolution CT of diffuse interstitial lung disease: Key findings in common disorders Eur. Radiol. 11 373-92 (Pubitemid 32755463)
    • (2001) European Radiology , vol.11 , Issue.3 , pp. 373-392
    • Schaefer-Prokop, C.1    Prokop, M.2    Fleischmann, D.3    Herold, C.4
  • 26
    • 0344670181 scopus 로고    scopus 로고
    • Interstitial lung disease in polymyositis and dermatomyositis: Clinical course and response to treatment
    • DOI 10.1053/sarh.2002.50012
    • Schnabel A et al 2003 Interstitial lung disease in polymyositis and dermatomysitis: clinical course and response to treatment Semin. Arthritis Rheum. 32 273-84 (Pubitemid 36459277)
    • (2003) Seminars in Arthritis and Rheumatism , vol.32 , Issue.5 , pp. 273-284
    • Schnabel, A.1    Reuter, M.2    Biederer, J.3    Richter, C.4    Gross, W.L.5
  • 27
    • 33745662161 scopus 로고    scopus 로고
    • Automated classification of hyperlucency, fibrosis, ground glass, solid, and focal lesions in high-resolution CT of the lung
    • DOI 10.1118/1.2207131
    • Sluimer I C, Prokop M, Hartmann I and van Ginneken B 2006 Automated classification of hyperlucency, fibrosis, ground glass, solid, and focal lesions in high-resolution CT of the lung Med. Phys. 33 2610-20 (Pubitemid 43967250)
    • (2006) Medical Physics , vol.33 , Issue.7 , pp. 2610-2620
    • Sluimer, I.C.1    Prokop, M.2    Hartmann, I.3    Van Ginneken, B.4
  • 28
    • 79551693087 scopus 로고    scopus 로고
    • A comparative study of HRCT image metrics and PFT values for characterization of ILD and COPD
    • London, UK
    • Song G et al 2009 A comparative study of HRCT image metrics and PFT values for characterization of ILD and COPD 2nd Int. Workshop on Pulmonary Image Analysis (London, UK)
    • (2009) 2nd Int. Workshop on Pulmonary Image Analysis
    • Song, G.1
  • 31
    • 70349664188 scopus 로고    scopus 로고
    • Automated segmentation of lungs with severe interstitial lung disease in CT
    • Wang J, Li F and Li Q 2009 Automated segmentation of lungs with severe interstitial lung disease in CT Med. Phys. 36 4592-9
    • (2009) Med. Phys. , vol.36 , pp. 4592-4599
    • Wang, J.1    Li, F.2    Li, Q.3
  • 33
    • 0035180695 scopus 로고    scopus 로고
    • Performance gain in computer-assisted detection schemes by averaging scores generated from artificial neural networks with adaptive filtering
    • DOI 10.1118/1.1412240
    • Zheng B, Chang Y H, Good W F and Gur D 2001 Performance gain in computer-assisted detection schemes by averaging scores generated from artificial neural networks with adaptive filtering Med. Phys. 28 2302-8 (Pubitemid 33095564)
    • (2001) Medical Physics , vol.28 , Issue.11 , pp. 2302-2308
    • Zheng, B.1    Chang, Y.-H.2    Good, W.F.3    Gur, D.4
  • 34
    • 5644294408 scopus 로고    scopus 로고
    • Automated detection and classification of interstitial lung diseases from low-dose CT images
    • Zheng B et al 2004 Automated detection and classification of interstitial lung diseases from low-dose CT images Proc. SPIE 5370 849-56
    • (2004) Proc. SPIE , vol.5370 , pp. 849-856
    • Zheng, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.