메뉴 건너뛰기




Volumn 36, Issue 8, 2009, Pages 3607-3618

A novel multithreshold method for nodule detection in lung CT

Author keywords

Computed tomography (CT); Computer aided diagnosis (CAD); Image processing; Image segmentation

Indexed keywords

BIOLOGICAL ORGANS; BLOOD VESSELS; COMPUTER AIDED DIAGNOSIS; FEATURE EXTRACTION; FORESTRY; IMAGE PROCESSING; IMAGE SEGMENTATION; INTERACTIVE COMPUTER SYSTEMS; TRIANGULATION;

EID: 68149163602     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3160107     Document Type: Article
Times cited : (90)

References (43)
  • 1
    • 85027217736 scopus 로고    scopus 로고
    • Cancer Facts & Figures, American Cancer Society.
    • Cancer Facts & Figures, American Cancer Society, 2007.
    • (2007)
  • 2
    • 0026098703 scopus 로고
    • Screening for lung cancer: A critique of the Mayo lung project
    • 0008-543X,. 10.1002/1097-0142(19910215)67:4+<1155::AID- CNCR2820671509>3.0.CO;2-0
    • R. S. Fontana, " Screening for lung cancer: A critique of the Mayo lung project.," Cancer 0008-543X 67, 11551164 (1991). 10.1002/1097- 0142(19910215)67:4+<1155::AID-CNCR2820671509>3.0.CO;2-0
    • (1991) Cancer , vol.67 , pp. 11551164
    • Fontana, R.S.1
  • 3
    • 0021677409 scopus 로고
    • Early lung cancer detection: Results of the initial (prevalence) radiologic and cytologic screening in the Johns Hopkins study
    • 0003-0805.
    • J. K. Frost, " Early lung cancer detection: Results of the initial (prevalence) radiologic and cytologic screening in the Johns Hopkins study.," Am. Rev. Respir. Dis. 0003-0805 130, 549554 (1984).
    • (1984) Am. Rev. Respir. Dis. , vol.130 , pp. 549554
    • Frost, J.K.1
  • 4
    • 0029805812 scopus 로고    scopus 로고
    • Peripheral lung cancer: Screening and detection with low-dose spiral CT versus radiography
    • 0033-8419.
    • M. Kaneko, K. Eguchi, H. Ohmatsu, R. Kakinuma, T. Naruke, K. Suemazu, and N. Moriyama, " Peripheral lung cancer: Screening and detection with low-dose spiral CT versus radiography.," Radiology 0033-8419 201, 798802 (1996).
    • (1996) Radiology , vol.201 , pp. 798802
    • Kaneko, M.1    Eguchi, K.2    Ohmatsu, H.3    Kakinuma, R.4    Naruke, T.5    Suemazu, K.6    Moriyama, N.7
  • 5
    • 0034028146 scopus 로고    scopus 로고
    • Characteristics of small lung cancers invisible on conventional chest radiography and detected by population based screening using spiral CT
    • 0007-1285.
    • S. Sone, F. Li, Z. G. Yang, S. Takashima, Y. Maruyama, M. Hasegawa, J. C. Wang, S. Kawakami, and T. Honda, " Characteristics of small lung cancers invisible on conventional chest radiography and detected by population based screening using spiral CT.," Br. J. Radiol. 0007-1285 73, 137145 (2000).
    • (2000) Br. J. Radiol. , vol.73 , pp. 137145
    • Sone, S.1    Li, F.2    Yang, Z.G.3    Takashima, S.4    Maruyama, Y.5    Hasegawa, M.6    Wang, J.C.7    Kawakami, S.8    Honda, T.9
  • 6
    • 0036190266 scopus 로고    scopus 로고
    • Screening for early lung cancer with low-dose spiral CT: Prevalence in 817 asymptomatic smokers
    • 0033-8419,. 10.1148/radiol.2223010490
    • S. Diederich, " Screening for early lung cancer with low-dose spiral CT: Prevalence in 817 asymptomatic smokers.," Radiology 0033-8419 222, 773781 (2002). 10.1148/radiol.2223010490
    • (2002) Radiology , vol.222 , pp. 773781
    • Diederich, S.1
  • 7
    • 0036851688 scopus 로고    scopus 로고
    • Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer-aided diagnosis system
    • DOI 10.1118/1.1515762
    • M. N. Gurcan, " Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer-aided diagnosis system.," Med. Phys. 0094-2405 29, 25522558 (2002). 10.1118/1.1515762 (Pubitemid 35375454)
    • (2002) Medical Physics , vol.29 , Issue.11 , pp. 2552-2558
    • Gurcan, M.N.1    Sahiner, B.2    Petrick, N.3    Chan, H.-P.4    Kazerooni, E.A.5    Cascade, P.N.6    Hadjiiski, L.7
  • 8
    • 14844358253 scopus 로고    scopus 로고
    • Evaluation of automated lung nodule detection on low-dose computed tomography scans from a lung cancer screening program
    • DOI 10.1016/j.acra.2004.10.061
    • S. G. Armato III, A. Roy, H. Macmahon, F. Li, K. Doi, S. Li, and M. B. Altman, " Evaluation of automated lung nodule detection on low-dose computed tomography scans from a lung cancer screening program.," Acad. Radiol. 1076-6332 12, 337346 (2005). 10.1016/j.acra.2004.10.061 (Pubitemid 40353764)
    • (2005) Academic Radiology , vol.12 , Issue.3 , pp. 337-346
    • Armato III, S.G.1    Roy, A.S.2    MacMahon, H.3    Li, F.4    Doi, K.5    Sone, S.6    Altman, M.B.7
  • 9
    • 0038038910 scopus 로고    scopus 로고
    • Automated lung nodule classification following automated nodule detection on CT: A serial approach
    • DOI 10.1118/1.1573210
    • S. G. Armato III, " Automated lung nodule classification following automated nodule detection on CT: A serial approach.," Med. Phys. 0094-2405 30, 11881197 (2003). 10.1118/1.1573210 (Pubitemid 36735985)
    • (2003) Medical Physics , vol.30 , Issue.6 , pp. 1188-1197
    • Armato III, S.G.1    Altman, M.B.2    Wilkie, J.3    Sone, S.4    Li, F.5    Doi, K.6    Roy, A.S.7
  • 10
    • 0037342984 scopus 로고    scopus 로고
    • Automated detection of lung nodules in CT scans: Effect of image reconstruction algorithm
    • DOI 10.1118/1.1544679
    • S. G. Armato III, M. B. Altman, and P. J. LaRivire, " Automated detection of lung nodules in CT scans: Effect of image reconstruction algorithm.," Med. Phys. 0094-2405 30, 461472 (2003). 10.1118/1.1544679 (Pubitemid 36337114)
    • (2003) Medical Physics , vol.30 , Issue.3 , pp. 461-472
    • Armato III, S.G.1    Altman, M.B.2    La Riviere, P.J.3
  • 11
    • 2542474244 scopus 로고    scopus 로고
    • Computerized scheme for automated detection of lung nodules in low-dose computed tomography images for lung cancer screening
    • DOI 10.1016/j.acra.2004.02.009
    • H. Arimura, S. Katsuragawa, K. Suzuki, J. Shiraishi, S. Li, and K. Doi, " Computerized scheme for automated detection of lung nodules in low-dose computed tomography images for lung cancer screening.," Acad. Radiol. 1076-6332 11, 617629 (2004). 10.1016/j.acra.2004.02.009 (Pubitemid 38685165)
    • (2004) Academic Radiology , vol.11 , Issue.6 , pp. 617-629
    • Arimura, H.1    Katsuragawa, S.2    Suzuki, K.3    Li, F.4    Shiraishi, J.5    Sone, S.6    Doi, K.7
  • 12
    • 20744443150 scopus 로고    scopus 로고
    • Automated detection of pulmonary nodules on CT images: Effect of section thickness and reconstruction interval - Initial results
    • DOI 10.1148/radiol.2361041288
    • J. S. Kim, J. H. Kim, G. Cho, and K. T. Bae, " Automated detection of pulmonary nodules on CT images: Effect of section thickness and reconstruction intervalinitial results.," Radiology 0033-8419 236, 295299 (2005). 10.1148/radiol.2361041288 (Pubitemid 40853326)
    • (2005) Radiology , vol.236 , Issue.1 , pp. 295-299
    • Kim, J.-S.1    Kim, J.-H.2    Cho, G.3    Bae, K.T.4
  • 13
    • 20744460878 scopus 로고    scopus 로고
    • Pulmonary nodules: Automated detection on CT images with morphologic matching algorithm - Preliminary results
    • DOI 10.1148/radiol.2361041286
    • K. T. Bae, J. S. Kim, Y. H. Na, K. G. Kim, and J. H. Kim, " Pulmonary nodules: Automated detection on CT images with morphologic matching algorithmpreliminary results.," Radiology 0033-8419 236, 286294 (2005). 10.1148/radiol.2361041286 (Pubitemid 40853325)
    • (2005) Radiology , vol.236 , Issue.1 , pp. 286-294
    • Bae, K.T.1    Kim, J.-S.2    Na, Y.-H.3    Kim, K.G.4    Kim, J.-H.5
  • 15
    • 0038710369 scopus 로고    scopus 로고
    • Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography
    • DOI 10.1118/1.1580485
    • K. Suzuki, S. G. Armato III, F. Li, S. Sone, and K. Doi, " Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography.," Med. Phys. 0094-2405 30, 16021617 (2003). 10.1118/1.1580485 (Pubitemid 36885778)
    • (2003) Medical Physics , vol.30 , Issue.7 , pp. 1602-1617
    • Suzuki, K.1    Armato III, S.G.2    Li, F.3    Sone, S.4    Doi, K.5
  • 16
    • 33645519992 scopus 로고    scopus 로고
    • Automated detection of lung nodules in CT scans: False positives reduction with the radial-gradient index
    • 0094-2405,. 10.1118/1.2178450
    • A. S. Roy, S. G. Armato III, A. Wilson, and K. Drukker, " Automated detection of lung nodules in CT scans: False positives reduction with the radial-gradient index.," Med. Phys. 0094-2405 33, 11331140 (2006). 10.1118/1.2178450
    • (2006) Med. Phys. , vol.33 , pp. 11331140
    • Roy, A.S.1    Iii, A.G.S.2    Wilson, A.3    Drukker, K.4
  • 17
    • 33745644734 scopus 로고    scopus 로고
    • Computer-aided diagnosis of pulmonary nodules on CT scans: Segmentation and classification using 3D active contours
    • DOI 10.1118/1.2207129
    • T. W. Way, L. M. Hadjiiski, B. Sahiner, H. P. Chan, P. N. Cascade, E. A. Kazerooni, N. Bogot, and C. Zhou, " Computer-aided diagnosis of pulmonary nodules on CT scans: Segmentation and classification using 3D active contours.," Med. Phys. 0094-2405 33, 23232337 (2006). 10.1118/1.2207129 (Pubitemid 43967219)
    • (2006) Medical Physics , vol.33 , Issue.7 , pp. 2323-2337
    • Way, T.W.1    Hadjiiski, L.M.2    Sahiner, B.3    Chan, H.-P.4    Cascade, P.N.5    Kazerooni, E.A.6    Bogot, N.7    Zhou, C.8
  • 18
    • 34347257403 scopus 로고    scopus 로고
    • Lung nodule diagnosis using 3D template matching
    • DOI 10.1016/j.compbiomed.2006.10.007, PII S0010482506001946
    • O. Osman, S. Ozekes, and O. N. Ucan, " Lung nodule diagnosis using 3D template matching.," Comput. Biol. Med. 0010-4825 37, 11671172 (2007). 10.1016/j.compbiomed.2006.10.007 (Pubitemid 46992797)
    • (2007) Computers in Biology and Medicine , vol.37 , Issue.8 , pp. 1167-1172
    • Osman, O.1    Ozekes, S.2    Ucan, O.N.3
  • 20
    • 35248860296 scopus 로고    scopus 로고
    • The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: Comparison on a data set annotated by multiple radiologists
    • 0277-786X.
    • B. Sahiner, L. M. Hadjiiski, H. P. Chan, J. Shi, T. Way, P. N. Cascade, E. A. Kazerooni, C. Zhou, and J. Wei, " The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: Comparison on a data set annotated by multiple radiologists.," Proc. SPIE 0277-786X 6514, 65140L.165140L.7 (2007).
    • (2007) Proc. SPIE , vol.6514
    • Sahiner, B.1    Hadjiiski, L.M.2    Chan, H.P.3    Shi, J.4    Way, T.5    Cascade, P.N.6    Kazerooni, E.A.7    Zhou, C.8    Wei, J.9
  • 21
    • 35148871318 scopus 로고    scopus 로고
    • Performance analysis for computer aided lung nodule detection on LIDC data
    • 0277-786X.
    • R. Opfer and R. Wiemker, " Performance analysis for computer aided lung nodule detection on LIDC data.," Proc. SPIE 0277-786X 6515, 65151C.165151C.9 (2007).
    • (2007) Proc. SPIE , vol.6515 , pp. 651511651519
    • Opfer, R.1    Wiemker, R.2
  • 22
    • 38949215477 scopus 로고    scopus 로고
    • Lung Nodule CAD Software as a Second Reader. A Multicenter Study
    • DOI 10.1016/j.acra.2007.09.027, PII S107663320700582X
    • C. S. White, R. Pugatch, T. Koonce, S. W. Rust, and E. Dharaiya, " Lung nodule CAD software as a second reader: A multicenter study.," Acad. Radiol. 1076-6332 15, 326333 (2008). 10.1016/j.acra.2007.09.027 (Pubitemid 351232248)
    • (2008) Academic Radiology , vol.15 , Issue.3 , pp. 326-333
    • White, C.S.1    Pugatch, R.2    Koonce, T.3    Rust, S.W.4    Dharaiya, E.5
  • 23
    • 33846564385 scopus 로고    scopus 로고
    • Risk-based selection from the general population in a screening trial: Selection criteria, recruitment and power for the Dutch-Belgian randomised lung cancer multi-slice CT screening trial (NELSON)
    • DOI 10.1002/ijc.22134
    • C. A. van Iersel, H. J. de Koning, G. Draisma, W. P. T. M. Mali, E. T. Scholten, K. Nackaerts, M. Prokop, J. D. F. Habbema, M. Oudkerk, and R. J. van Klaveren, " Risk-based selection from the general population in a screening trial: Selection criteria, recruitment and power for the Dutch-Belgian randomised lung cancer multi-slice CT screening trial (NELSON).," Int. J. Cancer 0020-7136 120, 868874 (2007). 10.1002/ijc.22134 (Pubitemid 46175408)
    • (2007) International Journal of Cancer , vol.120 , Issue.4 , pp. 868-874
    • Van Iersel, C.A.1    De Koning, H.J.2    Draisma, G.3    Mali, W.P.T.M.4    Scholten, E.Th.5    Nackaerts, K.6    Prokop, M.7    Habbema, J.D.F.8    Oudkerk, M.9    Van Klaveren, R.J.10
  • 27
    • 84971372881 scopus 로고
    • Marching Cubes: A high resolution 3D surface construction algorithm
    • 0097-8930,. 10.1145/37402.37422
    • W. E. Lorensen and H. E. Cline, " Marching Cubes: A high resolution 3D surface construction algorithm.," Comput. Graph. 0097-8930 21, 163169 (1987). 10.1145/37402.37422
    • (1987) Comput. Graph. , vol.21 , pp. 163169
    • Lorensen, W.E.1    Cline, H.E.2
  • 29
    • 0029485130 scopus 로고
    • Exploiting triangulated surface extraction using tetrahedral decomposition
    • 1077-2626,. 10.1109/2945.485620
    • A. Gueziec and R. Hummel, " Exploiting triangulated surface extraction using tetrahedral decomposition.," IEEE Trans. Vis. Comput. Graph. 1077-2626 1, 328342 (1995). 10.1109/2945.485620
    • (1995) IEEE Trans. Vis. Comput. Graph. , vol.1 , pp. 328342
    • Gueziec, A.1    Hummel, R.2
  • 30
    • 0035400719 scopus 로고    scopus 로고
    • A novel and efficient implementation of the marching cubes algorithm
    • DOI 10.1016/S0895-6111(00)00082-3, PII S0895611100000823
    • K. S. Delibasis, G. K. Matsopoulos, N. A. Mouravliansky, and K. S. Nikita, " A novel and efficient implementation of the marching cubes algorithm.," Comput. Med. Imaging Graph. 0895-6111 25, 343352 (2001). 10.1016/S0895-6111(00)00082-3 (Pubitemid 32463344)
    • (2001) Computerized Medical Imaging and Graphics , vol.25 , Issue.4 , pp. 343-352
    • Delibasis, K.S.1    Matsopoulos, G.K.2    Mouravliansky, N.A.3    Nikita, K.S.4
  • 32
    • 0021411163 scopus 로고
    • An efficient point in polyhedron algorithm
    • 0734-189X,. 10.1016/0734-189X(84)90133-6
    • J. Lane, B. Magedson, and M. Rarick, " An efficient point in polyhedron algorithm.," Comput. Vis. Graph. Image Process. 0734-189X 26, 118125 (1984). 10.1016/0734-189X(84)90133-6
    • (1984) Comput. Vis. Graph. Image Process. , vol.26 , pp. 118125
    • Lane, J.1    Magedson, B.2    Rarick, M.3
  • 34
    • 0002129643 scopus 로고    scopus 로고
    • Determination of bronchopulmonary segments based on HRCT data
    • (Elsevier, Amsterdam)
    • S. Krass, D. Selle, D. Boehm, H. H. Jend, A. Kriete, and H. O. Peitgen, " Determination of bronchopulmonary segments based on HRCT data.," CARS (Elsevier, Amsterdam, 2000), pp. 584589.
    • (2000) CARS , pp. 584589
    • Krass, S.1    Selle, D.2    Boehm, D.3    Jend, H.H.4    Kriete, A.5    Peitgen, H.O.6
  • 35
    • 68149150909 scopus 로고    scopus 로고
    • Three-dimensional analysis of lung areas using thin slice ct images
    • in, edited by E. A. Hoffman (SPIE, Medical Imaging, Newport Beach, CA)
    • T. Tozaki, Y. Kawata, N. Niki, H. Ohmatsu, K. Eguchi, and N. Moriyama, " Three-dimensional analysis of lung areas using thin slice ct images.," in Physiology and Function from Multidimensional Images, edited by, E. A. Hoffman, (SPIE, Medical Imaging, Newport Beach, CA, 1996), pp. 211.
    • (1996) Physiology and Function from Multidimensional Images , pp. 211
    • Tozaki, T.1    Kawata, Y.2    Niki, N.3    Ohmatsu, H.4    Eguchi, K.5    Moriyama, N.6
  • 38
    • 0034845242 scopus 로고    scopus 로고
    • Automated detection of lung nodules in CT scans: Preliminary results
    • DOI 10.1118/1.1387272
    • S. G. Armato III, M. L. Giger, and H. MacMahon, " Automated detection of lung nodules in CT scans: Preliminary results.," Med. Phys. 0094-2405 28, 15521561 (2001). 10.1118/1.1387272 (Pubitemid 32783200)
    • (2001) Medical Physics , vol.28 , Issue.8 , pp. 1552-1561
    • Armato III, S.G.1    Giger, M.L.2    MacMahon, H.3
  • 39
    • 0003845382 scopus 로고    scopus 로고
    • 2nd ed. (Cambridge University Press, Cambridge),.
    • J. ORourke, Computational Geometry in C, 2nd ed. (Cambridge University Press, Cambridge, 1998), p. 26.
    • (1998) Computational Geometry in C , pp. 26
    • Orourke, J.1
  • 43
    • 84946650481 scopus 로고
    • Probable inference, the law of succession, and statistical inference
    • 0162-1459,. 10.2307/2276774
    • E. B. Wilson, " Probable inference, the law of succession, and statistical inference.," J. Am. Stat. Assoc. 0162-1459 22, 209212 (1927). 10.2307/2276774
    • (1927) J. Am. Stat. Assoc. , vol.22 , pp. 209212
    • Wilson, E.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.