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Volumn 30, Issue 2, 2015, Pages 139-156

Pulmonary nodule characterization, including computer analysis and quantitative features

Author keywords

attenuation; computed tomography; computer Aided diagnosis; lung cancer; margin; pulmonary nodules; quantitative imaging; screening; shape; size

Indexed keywords

FLUORODEOXYGLUCOSE F 18; GADOLINIUM; PENTETREOTIDE IN 111; RADIOPHARMACEUTICAL AGENT;

EID: 84924145865     PISSN: 08835993     EISSN: 15360237     Source Type: Journal    
DOI: 10.1097/RTI.0000000000000137     Document Type: Conference Paper
Times cited : (53)

References (151)
  • 1
    • 0029894886 scopus 로고    scopus 로고
    • Glossary of terms for CT of the lungs: Recommendations of the Nomenclature Committee of the Fleischner Society
    • Austin JH, Muller NL, Friedman PJ, et al. Glossary of terms for CT of the lungs: recommendations of the Nomenclature Committee of the Fleischner Society. Radiology. 1996;200: 327-331
    • (1996) Radiology , vol.200 , pp. 327-331
    • Austin, J.H.1    Muller, N.L.2    Friedman, P.J.3
  • 2
    • 34848891566 scopus 로고    scopus 로고
    • EviDence for the treatment of patients with pulmonary nodules: When is it lung cancer? ACCP eviDence-based clinical practice guiDelines (2nd edition)
    • Wahidi MM, Govert JA, Goudar RK, et al. EviDence for the treatment of patients with pulmonary nodules: when is it lung cancer?: ACCP eviDence-based clinical practice guiDelines (2nd edition). Chest. 2007;132:94S-107S.
    • (2007) Chest , vol.132 , pp. 94S-107S
    • Wahidi, M.M.1    Govert, J.A.2    Goudar, R.K.3
  • 3
    • 84863617592 scopus 로고    scopus 로고
    • CT scan screening for lung cancer: Risk factors for nodules and malignancy in a high-risk urban cohort
    • Greenberg AK, Lu F, Goldberg JD, et al. CT scan screening for lung cancer: risk factors for nodules and malignancy in a high-risk urban cohort. PLoS One. 2012;7:e39403
    • (2012) PLoS One , vol.7 , pp. e39403
    • Greenberg, A.K.1    Lu, F.2    Goldberg, J.D.3
  • 4
    • 79961108629 scopus 로고    scopus 로고
    • Reduced lung-cancer mortality with low-dose computed tomographic screening
    • Aberle DR, Adams AM, Berg CD, et al. Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011;365:395-409
    • (2011) N Engl J Med , vol.365 , pp. 395-409
    • Aberle, D.R.1    Adams, A.M.2    Berg, C.D.3
  • 5
    • 20144389751 scopus 로고    scopus 로고
    • CT screening for lung cancer: Five-year prospective experience
    • Swensen SJ, Jett JR, Hartman TE, et al. CT screening for lung cancer: five-year prospective experience. Radiology. 2005;235:259-265
    • (2005) Radiology , vol.235 , pp. 259-265
    • Swensen, S.J.1    Jett, J.R.2    Hartman, T.E.3
  • 6
    • 77953001300 scopus 로고    scopus 로고
    • Cumulative inciDence of false-positive test results in lung cancer screening: A randomized trial
    • W176-W580
    • Croswell JM, Baker SG, Marcus PM, et al. Cumulative inciDence of false-positive test results in lung cancer screening: a randomized trial. Ann Intern Med. 2010;152(505-512): W176-W580
    • (2010) Ann Intern Med , vol.152 , pp. 505-512
    • Croswell, J.M.1    Baker, S.G.2    Marcus, P.M.3
  • 7
    • 0037083775 scopus 로고    scopus 로고
    • Screening for lung cancer with low-dose spiral computed tomography
    • Swensen SJ, Jett JR, Sloan JA, et al. Screening for lung cancer with low-dose spiral computed tomography. Am J Respir Crit Care Med. 2002;165:508-513
    • (2002) Am J Respir Crit Care Med , vol.165 , pp. 508-513
    • Swensen, S.J.1    Jett, J.R.2    Sloan, J.A.3
  • 8
    • 0036109223 scopus 로고    scopus 로고
    • CT screening for lung cancer: Frequency and significance of partsolid and nonsolid nodules
    • Henschke CI, Yankelevitz DF, Mirtcheva R, et al. CT screening for lung cancer: frequency and significance of partsolid and nonsolid nodules. Am J Roentgenol. 2002;178: 1053-1057
    • (2002) Am J Roentgenol , vol.178 , pp. 1053-1057
    • Henschke, C.I.1    Yankelevitz, D.F.2    Mirtcheva, R.3
  • 9
    • 79955565583 scopus 로고    scopus 로고
    • Pulmonary nodule Detection, characterization, and management with multiDetector computed tomography
    • Brandman S, Ko JP. Pulmonary nodule Detection, characterization, and management with multiDetector computed tomography. J Thorac Imaging. 2011;26:90-105
    • (2011) J Thorac Imaging , vol.26 , pp. 90-105
    • Brandman, S.1    Ko, J.P.2
  • 10
    • 84874046756 scopus 로고    scopus 로고
    • Characteristics of subsolid pulmonary nodules showing growth during followup with CT scanning
    • Matsuguma H, Mori K, Nakahara R, et al. Characteristics of subsolid pulmonary nodules showing growth during followup with CT scanning. Chest. 2013;143:436-443
    • (2013) Chest , vol.143 , pp. 436-443
    • Matsuguma, H.1    Mori, K.2    Nakahara, R.3
  • 11
    • 84888203410 scopus 로고    scopus 로고
    • Nodule characterization: Subsolid nodules
    • Raad RA, Suh J, Harari S, et al. Nodule characterization: subsolid nodules. Radiol Clin North Am. 2014;52:47-67
    • (2014) Radiol Clin North Am , vol.52 , pp. 47-67
    • Raad, R.A.1    Suh, J.2    Harari, S.3
  • 12
    • 84887304369 scopus 로고    scopus 로고
    • Evaluation and management of pulmonary nodules: State-of-The-Art and future perspectives
    • Sayyouh M, Vummidi DR, Kazerooni EA. Evaluation and management of pulmonary nodules: state-of-The-Art and future perspectives. Expert Opin Med Diagn. 2013;7:629-644
    • (2013) Expert Opin Med Diagn , vol.7 , pp. 629-644
    • Sayyouh, M.1    Vummidi, D.R.2    Kazerooni, E.A.3
  • 13
    • 84883373200 scopus 로고    scopus 로고
    • Probability of cancer in pulmonary nodules Detected on first screening CT
    • McWilliams A, Tammemagi MC, Mayo JR, et al. Probability of cancer in pulmonary nodules Detected on first screening CT. N Engl J Med. 2013;369:910-919
    • (2013) N Engl J Med , vol.369 , pp. 910-919
    • McWilliams, A.1    Tammemagi, M.C.2    Mayo, J.R.3
  • 14
    • 84888345835 scopus 로고    scopus 로고
    • The solitary pulmonary noduleDeciding when to act?
    • Lazarus DR, Ost DE. The solitary pulmonary noduleDeciding when to act? Semin Respir Crit Care Med. 2013;34: 748-761
    • (2013) Semin Respir Crit Care Med , vol.34 , pp. 748-761
    • Lazarus, D.R.1    Ost, D.E.2
  • 15
    • 0037865723 scopus 로고    scopus 로고
    • Clinical practice the solitary pulmonary nodule
    • Ost D, Fein AM, Feinsilver SH. Clinical practice. The solitary pulmonary nodule. N Engl J Med. 2003;348:2535-2542
    • (2003) N Engl J Med , vol.348 , pp. 2535-2542
    • Ost, D.1    Fein, A.M.2    Feinsilver, S.H.3
  • 16
    • 40949159721 scopus 로고    scopus 로고
    • Fleischner Society: Glossary of terms for thoracic imaging
    • Hansell DM, Bankier AA, MacMahon H, et al. Fleischner Society: glossary of terms for thoracic imaging. Radiology. 2008;246:697-722
    • (2008) Radiology , vol.246 , pp. 697-722
    • Hansell, D.M.1    Bankier, A.A.2    Macmahon, H.3
  • 17
    • 0021273413 scopus 로고
    • Glossary of terms for thoracic radiology: Recommendations of the Nomenclature Committee of the Fleischner Society
    • TudDenham WJ. Glossary of terms for thoracic radiology: recommendations of the Nomenclature Committee of the Fleischner Society. Am J Roentgenol. 1984;143:509-517
    • (1984) Am J Roentgenol , vol.143 , pp. 509-517
    • Tuddenham, W.J.1
  • 18
    • 0022150571 scopus 로고
    • The fleischner society glossary: Critique and revisions
    • Austin J, Simon M, Trapnell D, et al. The Fleischner Society glossary: critique and revisions. Am J Roentgenol. 1985;145: 1096-1098
    • (1985) Am J Roentgenol , vol.145 , pp. 1096-1098
    • Austin, J.1    Simon, M.2    Trapnell, D.3
  • 19
    • 84885335517 scopus 로고    scopus 로고
    • Evaluating the completeness of RadLex in the chest radiography domain
    • Woods RW, Eng J. Evaluating the completeness of RadLex in the chest radiography domain. Acad Radiol. 2013;20: 1329-1333
    • (2013) Acad Radiol , vol.20 , pp. 1329-1333
    • Woods, R.W.1    Eng, J.2
  • 20
  • 21
    • 33645120370 scopus 로고    scopus 로고
    • Pulmonary nodules: Estimation of malignancy at thin-section helical CT-effect of computer-AiDed diagnosis on performance of radiologists
    • Awai K, Murao K, Ozawa A, et al. Pulmonary nodules: estimation of malignancy at thin-section helical CT-effect of computer-AiDed diagnosis on performance of radiologists. Radiology. 2006;239:276-284
    • (2006) Radiology , vol.239 , pp. 276-284
    • Awai, K.1    Murao, K.2    Ozawa, A.3
  • 22
    • 0032981748 scopus 로고    scopus 로고
    • A pattern classification approach to characterizing solitary pulmonary nodules imaged on high resolution CT: Preliminary results
    • McNitt-Gray MF, Hart EM, Wyckoff N, et al. A pattern classification approach to characterizing solitary pulmonary nodules imaged on high resolution CT: preliminary results. Med Phys. 1999;26:880-888
    • (1999) Med Phys , vol.26 , pp. 880-888
    • McNitt-Gray, M.F.1    Hart, E.M.2    Wyckoff, N.3
  • 23
    • 3042593131 scopus 로고    scopus 로고
    • Pulmonary nodule classification based on CT Density distribution using 3D thoracic CT images
    • Kawata Y, Niki N, Ohamatsu H, et al. Pulmonary nodule classification based on CT Density distribution using 3D thoracic CT images. SPIE. 2004;5369:413-422
    • (2004) SPIE , vol.5369 , pp. 413-422
    • Kawata, Y.1    Niki, N.2    Ohamatsu, H.3
  • 24
    • 0344771075 scopus 로고    scopus 로고
    • The effects of co-occurrence matrix based texture parameters on the classification of solitary pulmonary nodules imaged on computed tomography
    • McNitt-Gray MF, Wyckoff N, Sayre JW, et al. The effects of co-occurrence matrix based texture parameters on the classification of solitary pulmonary nodules imaged on computed tomography. Comput Med Imaging Graph. 1999;23: 339-348
    • (1999) Comput Med Imaging Graph , vol.23 , pp. 339-348
    • McNitt-Gray, M.F.1    Wyckoff, N.2    Sayre, J.W.3
  • 25
    • 0030729353 scopus 로고    scopus 로고
    • Neural networks for the analysis of small pulmonary nodules
    • Henschke CI, Yankelevitz DF, Mateescu I, et al. Neural networks for the analysis of small pulmonary nodules. Clin Imaging. 1997;21:390-399
    • (1997) Clin Imaging , vol.21 , pp. 390-399
    • Henschke, C.I.1    Yankelevitz, D.F.2    Mateescu, I.3
  • 26
    • 23044531581 scopus 로고    scopus 로고
    • Computer-AiDed diagnosis of pulmonary nodules using three-dimensional CT images
    • Kawata Y, Niki N, Ohmatsu H, et al. Computer-AiDed diagnosis of pulmonary nodules using three-dimensional CT images. Med Image Comput Comput Assist Interv. 2001; 2208:1393-1394
    • (2001) Med Image Comput Comput Assist Interv , vol.2208 , pp. 1393-1394
    • Kawata, Y.1    Niki, N.2    Ohmatsu, H.3
  • 27
    • 24144449411 scopus 로고    scopus 로고
    • Searching similar images for classification of pulmonary nodules in threedimensional CT images
    • Kawata Y, Niki N, Ohmatsu H, et al. Searching similar images for classification of pulmonary nodules in threedimensional CT images. IEEE Int Symp Biomed Imaging. 2002;189-192
    • (2002) IEEE Int Symp Biomed Imaging , pp. 189-192
    • Kawata, Y.1    Niki, N.2    Ohmatsu, H.3
  • 28
    • 0036182280 scopus 로고    scopus 로고
    • Usefulness of an artificial neural network for differentiating benign from malignant pulmonary nodules on high-resolution CT: Evaluation with receiver operating characteristic analysis
    • Matsuki Y, Nakamura K, Watanabe H, et al. Usefulness of an artificial neural network for differentiating benign from malignant pulmonary nodules on high-resolution CT: evaluation with receiver operating characteristic analysis. Am J Roentgenol. 2002;178:657-663
    • (2002) Am J Roentgenol , vol.178 , pp. 657-663
    • Matsuki, Y.1    Nakamura, K.2    Watanabe, H.3
  • 29
    • 0042376076 scopus 로고    scopus 로고
    • Classification of lung nodules in diagnostic CT: An approach based on 3D vascular features, nodule Density distribution, and shape features
    • Lo S-CB, Hsu L-Y, Freedman MT, et al. Classification of lung nodules in diagnostic CT: an approach based on 3D vascular features, nodule Density distribution, and shape features. Med Imaging. 2003;183-189
    • (2003) Med Imaging , pp. 183-189
    • S-Cb, L.1    Hsu, L.-Y.2    Freedman, M.T.3
  • 30
    • 67650862815 scopus 로고    scopus 로고
    • Shape-based computeraiDed Detection of lung nodules in thoracic CT images
    • Ye XD, Lin X, Dehmeshki J, et al. Shape-based computeraiDed Detection of lung nodules in thoracic CT images. IEEE Trans Biomed Eng. 2009;56:1810-1820
    • (2009) IEEE Trans Biomed Eng , vol.56 , pp. 1810-1820
    • Ye, X.D.1    Lin, X.2    Dehmeshki, J.3
  • 31
    • 85006531342 scopus 로고    scopus 로고
    • Automated lung segmentation and computer-AiDed diagnosis for thoracic CT scans
    • Armato SG, MacMahon H. Automated lung segmentation and computer-AiDed diagnosis for thoracic CT scans. Int Cong Ser. 2003;1256:977-982
    • (2003) Int Cong ser , vol.1256 , pp. 977-982
    • Armato, S.G.1    Macmahon, H.2
  • 32
    • 0037342845 scopus 로고    scopus 로고
    • Computerized scheme for Determination of the likelihood measure of malignancy for pulmonary nodules on low-dose CT images
    • Aoyama M, Li Q, Katsuragawa S, et al. Computerized scheme for Determination of the likelihood measure of malignancy for pulmonary nodules on low-dose CT images. Med Phys. 2003;30:387-394
    • (2003) Med Phys , vol.30 , pp. 387-394
    • Aoyama, M.1    Li, Q.2    Katsuragawa, S.3
  • 33
    • 67649607477 scopus 로고    scopus 로고
    • Computer-AiDed diagnosis of pulmonary nodules on CT scans: Improvement of classification performance with nodule surface features
    • Way TW, Sahiner B, Chan HP, et al. Computer-AiDed diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features. Med Phys. 2009;36:3086-3098
    • (2009) Med Phys , vol.36 , pp. 3086-3098
    • Way, T.W.1    Sahiner, B.2    Chan, H.P.3
  • 35
    • 75749101786 scopus 로고    scopus 로고
    • Computer-AiDed diagnosis of lung nodules on CT scans: ROC study of its effect on radiologists performance
    • Way T, Chan HP, Hadjiiski L, et al. Computer-AiDed diagnosis of lung nodules on CT scans: ROC study of its effect on radiologists performance. Acad Radiol. 2010;17: 323-332
    • (2010) Acad Radiol , vol.17 , pp. 323-332
    • Way, T.1    Chan, H.P.2    Hadjiiski, L.3
  • 36
    • 84884295868 scopus 로고    scopus 로고
    • The self-overlap method for assessment of lung nodule morphology in chest CT
    • Stember JN, Ko JP, Naidich DP, et al. The self-overlap method for assessment of lung nodule morphology in chest CT. J Digit Imaging. 2013;26:239-247
    • (2013) J Digit Imaging , vol.26 , pp. 239-247
    • Stember, J.N.1    Ko, J.P.2    Naidich, D.P.3
  • 37
    • 84881051969 scopus 로고    scopus 로고
    • Automatic classification for solitary pulmonary nodule in CT image by fractal analysis based on fractional Brownian motion moDel
    • Lin PL, Huang PW, Lee CH, et al. Automatic classification for solitary pulmonary nodule in CT image by fractal analysis based on fractional Brownian motion moDel. Pattern Recognit. 2013;46:3279-3287
    • (2013) Pattern Recognit , vol.46 , pp. 3279-3287
    • Lin, P.L.1    Huang, P.W.2    Lee, C.H.3
  • 38
    • 18844382442 scopus 로고    scopus 로고
    • Volumetric measurement of synthetic lung nodules with multi-Detector row CT: Effect of various image reconstruction parameters and segmentation thresholds on measurement accuracy
    • Goo JM, TongDee T, TongDee R, et al. Volumetric measurement of synthetic lung nodules with multi-Detector row CT: effect of various image reconstruction parameters and segmentation thresholds on measurement accuracy. Radiology. 2005;235:850-856
    • (2005) Radiology , vol.235 , pp. 850-856
    • Goo, J.M.1    Tongdee, T.2    Tongdee, R.3
  • 39
    • 33846527920 scopus 로고    scopus 로고
    • Pulmonary nodule volumetric measurement variability as a function of CT slice thickness and nodule morphology
    • Petrou M, Quint LE, Nan B, et al. Pulmonary nodule volumetric measurement variability as a function of CT slice thickness and nodule morphology. Am J Roentgenol. 2007;188:306-312
    • (2007) Am J Roentgenol , vol.188 , pp. 306-312
    • Petrou, M.1    Quint, L.E.2    Nan, B.3
  • 40
    • 2142812310 scopus 로고    scopus 로고
    • Small pulmonary nodules: Reproducibility of three-dimensional volumetric measurement and estimation of time to followup CT
    • Kostis WJ, Yankelevitz DF, Reeves AP, et al. Small pulmonary nodules: reproducibility of three-dimensional volumetric measurement and estimation of time to followup CT. Radiology. 2004;231:446-452
    • (2004) Radiology , vol.231 , pp. 446-452
    • Kostis, W.J.1    Yankelevitz, D.F.2    Reeves, A.P.3
  • 41
    • 84857385844 scopus 로고    scopus 로고
    • Pulmonary Nodules: Growth rate assessment in patients by using serial CT and three-dimensional volumetry
    • Ko JP, Berman EJ, Kaur M, et al. Pulmonary Nodules: growth rate assessment in patients by using serial CT and three-dimensional volumetry. Radiology. 2012;262:662-671
    • (2012) Radiology , vol.262 , pp. 662-671
    • Ko, J.P.1    Berman, E.J.2    Kaur, M.3
  • 42
    • 34248632699 scopus 로고    scopus 로고
    • Accuracy of automated volumetry of pulmonary nodules across different multislice CT scanners
    • Das M, Ley-Zaporozhan J, Gietema HA, et al. Accuracy of automated volumetry of pulmonary nodules across different multislice CT scanners. Eur Radiol. 2007;17:1979-1984
    • (2007) Eur Radiol , vol.17 , pp. 1979-1984
    • Das, M.1    Ley-Zaporozhan, J.2    Gietema, H.A.3
  • 43
    • 0042931348 scopus 로고    scopus 로고
    • Small pulmonary nodules: Volume measurement at chest CT-phantom study
    • Ko JP, Rusinek H, Jacobs EL, et al. Small pulmonary nodules: volume measurement at chest CT-phantom study. Radiology. 2003;228:864-870
    • (2003) Radiology , vol.228 , pp. 864-870
    • Ko, J.P.1    Rusinek, H.2    Jacobs, E.L.3
  • 44
    • 42649084308 scopus 로고    scopus 로고
    • Effect of CT scanning parameters on volumetric measurements of pulmonary nodules by 3D active contour segmentation: A phantom study
    • Way TW, Chan HP, Goodsitt MM, et al. Effect of CT scanning parameters on volumetric measurements of pulmonary nodules by 3D active contour segmentation: a phantom study. Phys Med Biol. 2008;53:1295-1312
    • (2008) Phys Med Biol , vol.53 , pp. 1295-1312
    • Way, T.W.1    Chan, H.P.2    Goodsitt, M.M.3
  • 45
    • 44449158674 scopus 로고    scopus 로고
    • Pulmonary nodule volume: Effects of reconstruction parameters on automated measurements-A phantom study
    • Ravenel JG, Leue WM, Nietert PJ, et al. Pulmonary nodule volume: effects of reconstruction parameters on automated measurements-A phantom study. Radiology. 2008;247:400-408
    • (2008) Radiology , vol.247 , pp. 400-408
    • Ravenel, J.G.1    Leue, W.M.2    Nietert, P.J.3
  • 46
    • 62649137035 scopus 로고    scopus 로고
    • A comparison of six software packages for evaluation of solid lung nodules using semi-Automated volumetry: What is the minimum increase in size to Detect growth in repeated CT examinations
    • De Hoop B, Gietema H, Van Ginneken B, et al. A comparison of six software packages for evaluation of solid lung nodules using semi-Automated volumetry: what is the minimum increase in size to Detect growth in repeated CT examinations. Eur Radiol. 2009;19:800-808
    • (2009) Eur Radiol , vol.19 , pp. 800-808
    • De Hoop, B.1    Gietema, H.2    Van Ginneken, B.3
  • 47
    • 57849086172 scopus 로고    scopus 로고
    • Validation of novel imaging methodologies for use as cancer clinical trial end-points
    • Sargent DJ, Rubinstein L, Schwartz L, et al. Validation of novel imaging methodologies for use as cancer clinical trial end-points. Eur J Cancer. 2009;45:290-299
    • (2009) Eur J Cancer , vol.45 , pp. 290-299
    • Sargent, D.J.1    Rubinstein, L.2    Schwartz, L.3
  • 48
    • 2142697951 scopus 로고    scopus 로고
    • Are two-dimensional CT measurements of small noncalcified pulmonary nodules reliable?
    • Revel MP, Bissery A, Bienvenu M, et al. Are two-dimensional CT measurements of small noncalcified pulmonary nodules reliable? Radiology. 2004;231:453-458
    • (2004) Radiology , vol.231 , pp. 453-458
    • Revel, M.P.1    Bissery, A.2    Bienvenu, M.3
  • 49
    • 2442639078 scopus 로고    scopus 로고
    • Lung tumor growth: Assessment with CT-comparison of diameter and cross-sectional area with volume measurements
    • Jennings SG, Winer-Muram HT, Tarver RD, et al. Lung tumor growth: assessment with CT-comparison of diameter and cross-sectional area with volume measurements. Radiology. 2004;231:866-871
    • (2004) Radiology , vol.231 , pp. 866-871
    • Jennings, S.G.1    Winer-Muram, H.T.2    Tarver, R.D.3
  • 50
    • 1642296713 scopus 로고    scopus 로고
    • CT screening for lung cancer: Suspiciousness of nodules according to size on baseline scans
    • Henschke CI, Yankelevitz DF, Naidich DP, et al. CT screening for lung cancer: suspiciousness of nodules according to size on baseline scans. Radiology. 2004;231:164-168
    • (2004) Radiology , vol.231 , pp. 164-168
    • Henschke, C.I.1    Yankelevitz, D.F.2    Naidich, D.P.3
  • 51
    • 0031403024 scopus 로고    scopus 로고
    • The probability of malignancy in solitary pulmonary nodules Application to small radiologically inDeterminate nodules
    • Swensen SJ, Silverstein MD, Ilstrup DM, et al. The probability of malignancy in solitary pulmonary nodules. Application to small radiologically inDeterminate nodules. Arch Intern Med. 1997;157:849-855
    • (1997) Arch Intern Med , vol.157 , pp. 849-855
    • Swensen, S.J.1    Silverstein, M.D.2    Ilstrup, D.M.3
  • 52
    • 27144449606 scopus 로고    scopus 로고
    • GuiDelines for management of small pulmonary nodules Detected on CT scans: A statement from the Fleischner Society
    • MacMahon H, Austin JH, Gamsu G, et al. GuiDelines for management of small pulmonary nodules Detected on CT scans: a statement from the Fleischner Society. Radiology. 2005;237:395-400
    • (2005) Radiology , vol.237 , pp. 395-400
    • Macmahon, H.1    Austin, J.H.2    Gamsu, G.3
  • 53
    • 43649092041 scopus 로고    scopus 로고
    • Ground-glass opacities on thinsection helical CT: Differentiation between bronchioloalveolar carcinoma and atypical aDenomatous hyperplasia
    • Oda S, Awai K, Liu D, et al. Ground-glass opacities on thinsection helical CT: differentiation between bronchioloalveolar carcinoma and atypical aDenomatous hyperplasia. Am J Roentgenol. 2008;190:1363-1368
    • (2008) Am J Roentgenol , vol.190 , pp. 1363-1368
    • Oda, S.1    Awai, K.2    Liu, D.3
  • 54
    • 34247893967 scopus 로고    scopus 로고
    • Radiographic imaging of bronchioloalveolar carcinoma: Screening, patterns of presentation and response assessment
    • Gandara DR, Aberle D, Lau D, et al. Radiographic imaging of bronchioloalveolar carcinoma: screening, patterns of presentation and response assessment. J Thorac Oncol. 2006; 1:S20-S26
    • (2006) J Thorac Oncol , vol.1 , pp. S20-S26
    • Gandara, D.R.1    Aberle, D.2    Lau, D.3
  • 55
    • 84871689360 scopus 로고    scopus 로고
    • Recommendations for the management of subsolid pulmonary nodules Detected at CT: A statement from the Fleischner Society
    • Naidich DP, Bankier AA, MacMahon H, et al. Recommendations for the management of subsolid pulmonary nodules Detected at CT: a statement from the Fleischner Society. Radiology. 2013;266:304-317
    • (2013) Radiology , vol.266 , pp. 304-317
    • Naidich, D.P.1    Bankier, A.A.2    Macmahon, H.3
  • 56
    • 84924209937 scopus 로고    scopus 로고
    • Data System Lung-RADS Accessed October 14 2014
    • ACR. Lung CT Screening Reporting and Data System (Lung-RADS). Available at: http://www.acr.org/Quality-Safety/Resources/LungRADS. Accessed October 14, 2014
    • ACR. Lung CT Screening Reporting
  • 57
    • 0242432449 scopus 로고    scopus 로고
    • InDeterminate solitary pulmonary nodules revealed at population-based CT screening of the lung: Using first follow-up diagnostic CT to differentiate benign and malignant lesions
    • Takashima S, Sone S, Li F, et al. InDeterminate solitary pulmonary nodules revealed at population-based CT screening of the lung: using first follow-up diagnostic CT to differentiate benign and malignant lesions. Am J Roentgenol. 2003;180:1255-1263
    • (2003) Am J Roentgenol , vol.180 , pp. 1255-1263
    • Takashima, S.1    Sone, S.2    Li, F.3
  • 58
    • 0033542870 scopus 로고    scopus 로고
    • Early lung cancer action project: Overall design and findings from baseline screening
    • Henschke CI, McCauley DI, Yankelevitz DF, et al. Early Lung Cancer Action Project: overall Design and findings from baseline screening. Lancet. 1999;354:99-105
    • (1999) Lancet , vol.354 , pp. 99-105
    • Henschke, C.I.1    McCauley, D.I.2    Yankelevitz, D.F.3
  • 59
    • 0032914748 scopus 로고    scopus 로고
    • ViDeo-Assisted thoracoscopic surgery for small inDeterminate pulmonary nodules: Indications for preoperative marking
    • Suzuki K, Nagai K, Yoshida J, et al. ViDeo-Assisted thoracoscopic surgery for small inDeterminate pulmonary nodules: indications for preoperative marking. Chest. 1999; 115:563-568
    • (1999) Chest , vol.115 , pp. 563-568
    • Suzuki, K.1    Nagai, K.2    Yoshida, J.3
  • 60
    • 0022480622 scopus 로고
    • CT of the pulmonary nodule: A cooperative study
    • Zerhouni EA, Stitik FP, Siegelman SS, et al. CT of the pulmonary nodule: a cooperative study. Radiology. 1986;160: 319-327
    • (1986) Radiology , vol.160 , pp. 319-327
    • Zerhouni, E.A.1    Stitik, F.P.2    Siegelman, S.S.3
  • 62
    • 33847167612 scopus 로고    scopus 로고
    • A clinical moDel to estimate the pretest probability of lung cancer in patients with solitary pulmonary nodules
    • Gould MK, Ananth L, Barnett PG. A clinical moDel to estimate the pretest probability of lung cancer in patients with solitary pulmonary nodules. Chest. 2007;131:383-388
    • (2007) Chest , vol.131 , pp. 383-388
    • Gould, M.K.1    Ananth, L.2    Barnett, P.G.3
  • 63
    • 84899031532 scopus 로고    scopus 로고
    • The lung reporting and data system (lu-rads): A proposal for computed tomography screening
    • Manos D, Seely JM, Taylor J, et al. The Lung Reporting and Data System (LU-RADS): a proposal for computed tomography screening. Can Assoc Radiol J. 2014;65:121-134
    • (2014) Can Assoc Radiol J , vol.65 , pp. 121-134
    • Manos, D.1    Seely, J.M.2    Taylor, J.3
  • 64
    • 2142700841 scopus 로고    scopus 로고
    • Pulmonary nodules: Preliminary experience with three-dimensional evaluation
    • Revel MP, Lefort C, Bissery A, et al. Pulmonary nodules: preliminary experience with three-dimensional evaluation. Radiology. 2004;231:459-466
    • (2004) Radiology , vol.231 , pp. 459-466
    • Revel, M.P.1    Lefort, C.2    Bissery, A.3
  • 65
    • 0034538087 scopus 로고    scopus 로고
    • Small pulmonary nodules: Volumetrically Determined growth rates based on CT evaluation
    • Yankelevitz DF, Reeves AP, Kostis WJ, et al. Small pulmonary nodules: volumetrically Determined growth rates based on CT evaluation. Radiology. 2000;217:251-256
    • (2000) Radiology , vol.217 , pp. 251-256
    • Yankelevitz, D.F.1    Reeves, A.P.2    Kostis, W.J.3
  • 66
    • 0842345498 scopus 로고    scopus 로고
    • Volumetric measurements of pulmonary nodules at multi-row Detector CT: In vivo reproducibility
    • Wormanns D, Kohl G, Klotz E, et al. Volumetric measurements of pulmonary nodules at multi-row Detector CT: in vivo reproducibility. Eur Radiol. 2004;14:86-92
    • (2004) Eur Radiol , vol.14 , pp. 86-92
    • Wormanns, D.1    Kohl, G.2    Klotz, E.3
  • 67
    • 84894284026 scopus 로고    scopus 로고
    • Doubling time calculations for lung cancer by three-dimensional computeraiDed volumetry: Effects of inter-observer differences and nodule characteristics
    • Koike W, Iwano S, Matsuo K, et al. Doubling time calculations for lung cancer by three-dimensional computeraiDed volumetry: effects of inter-observer differences and nodule characteristics. J Med Imaging Radiat Oncol. 2014;58: 82-88
    • (2014) J Med Imaging Radiat Oncol , vol.58 , pp. 82-88
    • Koike, W.1    Iwano, S.2    Matsuo, K.3
  • 68
    • 78649731914 scopus 로고    scopus 로고
    • Persistent pure groundglass nodules in the lung: Interscan variability of semiautomated volume and attenuation measurements
    • Park CM, Goo JM, Lee HJ, et al. Persistent pure groundglass nodules in the lung: interscan variability of semiautomated volume and attenuation measurements. Am J Roentgenol. 2010;195:W408-W414
    • (2010) Am J Roentgenol , vol.195 , pp. W408-W414
    • Park, C.M.1    Goo, J.M.2    Lee, H.J.3
  • 69
    • 0034491707 scopus 로고    scopus 로고
    • Growth rate of small lung cancers Detected on mass CT screening
    • Hasegawa M, Sone S, Takashima S, et al. Growth rate of small lung cancers Detected on mass CT screening. Br J Radiol. 2000;73:1252-1259
    • (2000) Br J Radiol , vol.73 , pp. 1252-1259
    • Hasegawa, M.1    Sone, S.2    Takashima, S.3
  • 70
    • 67049102265 scopus 로고
    • A biomathematical approach to clinical tumor growth
    • Schwartz M. A biomathematical approach to clinical tumor growth. Cancer. 1961;14:1272-1294
    • (1961) Cancer , vol.14 , pp. 1272-1294
    • Schwartz, M.1
  • 71
    • 0028029731 scopus 로고
    • Tumor doubling time and prognostic assessment of patients with primary lung cancer
    • Usuda K, Saito Y, Sagawa M, et al. Tumor doubling time and prognostic assessment of patients with primary lung cancer. Cancer. 1994;74:2239-2244
    • (1994) Cancer , vol.74 , pp. 2239-2244
    • Usuda, K.1    Saito, Y.2    Sagawa, M.3
  • 72
    • 73149104656 scopus 로고    scopus 로고
    • 5-year lung cancer screening experience: Growth curves of 18 lung cancers compared to histologic type, CT attenuation, stage, survival, and size
    • LinDell RM, Hartman TE, Swensen SJ, et al. 5-year lung cancer screening experience: growth curves of 18 lung cancers compared to histologic type, CT attenuation, stage, survival, and size. Chest. 2009;136:1586-1595
    • (2009) Chest , vol.136 , pp. 1586-1595
    • Lindell, R.M.1    Hartman, T.E.2    Swensen, S.J.3
  • 73
    • 33846408647 scopus 로고    scopus 로고
    • Five-year lung cancer screening experience: CT appearance, growth rate, location, and histologic features of 61 lung cancers
    • LinDell RM, Hartman TE, Swensen SJ, et al. Five-year lung cancer screening experience: CT appearance, growth rate, location, and histologic features of 61 lung cancers. Radiology. 2007;242:555-562
    • (2007) Radiology , vol.242 , pp. 555-562
    • Lindell, R.M.1    Hartman, T.E.2    Swensen, S.J.3
  • 75
    • 84901008990 scopus 로고    scopus 로고
    • Low-dose spiral CT screening and evaluation of the solitary pulmonary nodule
    • Brawley OW, Flenaugh EL. Low-dose spiral CT screening and evaluation of the solitary pulmonary nodule. Oncology (Huntingt). 2014;28:441-446
    • (2014) Oncology (Huntingt , vol.28 , pp. 441-446
    • Brawley, O.W.1    Flenaugh, E.L.2
  • 76
    • 78649945280 scopus 로고    scopus 로고
    • Volume-doubling time of pulmonary nodules with ground glass opacity at multiDetector CT: Assessment with computer-AiDed three-dimensional volumetry
    • Oda S, Awai K, Murao K, et al. Volume-doubling time of pulmonary nodules with ground glass opacity at multiDetector CT: assessment with computer-AiDed three-dimensional volumetry. Acad Radiol. 2011;18:63-69
    • (2011) Acad Radiol , vol.18 , pp. 63-69
    • Oda, S.1    Awai, K.2    Murao, K.3
  • 77
    • 9144238705 scopus 로고    scopus 로고
    • Progression of focal pure ground-glass opacity Detected by low-dose helical computed tomography screening for lung cancer
    • Kakinuma R, Ohmatsu H, Kaneko M, et al. Progression of focal pure ground-glass opacity Detected by low-dose helical computed tomography screening for lung cancer. J Comput Assist Tomogr. 2004;28:17-23
    • (2004) J Comput Assist Tomogr , vol.28 , pp. 17-23
    • Kakinuma, R.1    Ohmatsu, H.2    Kaneko, M.3
  • 78
    • 84905975249 scopus 로고    scopus 로고
    • Comparison of three software systems for semi-Automatic volumetry of pulmonary nodules on baseline and follow-up CT examinations
    • Zhao YR, Ooijen PM, Dorrius MD, et al. Comparison of three software systems for semi-Automatic volumetry of pulmonary nodules on baseline and follow-up CT examinations. Acta Radiol. 2014;55:691-698
    • (2014) Acta Radiol , vol.55 , pp. 691-698
    • Zhao, Y.R.1    Ooijen, P.M.2    Dorrius, M.D.3
  • 79
    • 41749108678 scopus 로고    scopus 로고
    • Selection of appropriate computed tomographic image reconstruction algorithms for a quantitative multicenter trial of diffuse lung disease
    • Zhang J, Bruesewitz MR, Bartholmai BJ, et al. Selection of appropriate computed tomographic image reconstruction algorithms for a quantitative multicenter trial of diffuse lung disease. J Comput Assist Tomogr. 2008;32:233-237
    • (2008) J Comput Assist Tomogr , vol.32 , pp. 233-237
    • Zhang, J.1    Bruesewitz, M.R.2    Bartholmai, B.J.3
  • 80
  • 81
    • 0028143167 scopus 로고
    • CT Demonstration of calcification in carcinoma of the lung
    • Grewal RG, Austin JH. CT Demonstration of calcification in carcinoma of the lung. J Comput Assist Tomogr. 1994;18:867-871
    • (1994) J Comput Assist Tomogr , vol.18 , pp. 867-871
    • Grewal, R.G.1    Austin, J.H.2
  • 82
    • 84885948115 scopus 로고    scopus 로고
    • Pulmonary hamartomas: CT pixel analysis for fat attenuation using radiologic-pathologic correlation
    • Gleeson T, Thiessen R, Hannigan A, et al. Pulmonary hamartomas: CT pixel analysis for fat attenuation using radiologic-pathologic correlation. J Med Imaging Radiat Oncol. 2013;57:534-543
    • (2013) J Med Imaging Radiat Oncol , vol.57 , pp. 534-543
    • Gleeson, T.1    Thiessen, R.2    Hannigan, A.3
  • 83
    • 84866338627 scopus 로고    scopus 로고
    • Quantitative computed tomography of the lungs and airways in healthy nonsmoking adults
    • Zach JA, Newell JD Jr, SchroeDer J, et al. Quantitative computed tomography of the lungs and airways in healthy nonsmoking adults. Invest Radiol. 2012;47:596-602
    • (2012) Invest Radiol , vol.47 , pp. 596-602
    • Zach, J.A.1    Newell, J.D.2    Schroeder, J.3
  • 84
    • 67949123082 scopus 로고    scopus 로고
    • InciDentally Detected small pulmonary nodules on CT
    • EDey AJ, Hansell DM. InciDentally Detected small pulmonary nodules on CT. Clin Radiol. 2009;64:872-884
    • (2009) Clin Radiol , vol.64 , pp. 872-884
    • Edey, A.J.1    Hansell, D.M.2
  • 85
    • 16544381878 scopus 로고    scopus 로고
    • Malignant versus benign nodules at CT screening for lung cancer: Comparison of thin-section CT findings
    • Li F, Sone S, Abe H, et al. Malignant versus benign nodules at CT screening for lung cancer: comparison of thin-section CT findings. Radiology. 2004;233:793-798
    • (2004) Radiology , vol.233 , pp. 793-798
    • Li, F.1    Sone, S.2    Abe, H.3
  • 86
    • 84879929548 scopus 로고    scopus 로고
    • Invasive pulmonary aDenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: Differentiation by using CT features
    • Lee SM, Park CM, Goo JM, et al. Invasive pulmonary aDenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: differentiation by using CT features. Radiology. 2013;268:265-273
    • (2013) Radiology , vol.268 , pp. 265-273
    • Lee, S.M.1    Park, C.M.2    Goo, J.M.3
  • 87
    • 0019187733 scopus 로고
    • Solitary cavities of the lung: Diagnostic implications of cavity wall thickness
    • Woodring JH, Fried AM, Chuang VP. Solitary cavities of the lung: diagnostic implications of cavity wall thickness. Am J Roentgenol. 1980;135:1269-1271
    • (1980) Am J Roentgenol , vol.135 , pp. 1269-1271
    • Woodring, J.H.1    Fried, A.M.2    Chuang, V.P.3
  • 88
    • 36649007912 scopus 로고    scopus 로고
    • Pulmonary cavitary nodules on computed tomography: Differentiation of malignancy and benignancy
    • Honda O, Tsubamoto M, Inoue A, et al. Pulmonary cavitary nodules on computed tomography: differentiation of malignancy and benignancy. J Comput Assist Tomogr. 2007;31: 943-949
    • (2007) J Comput Assist Tomogr , vol.31 , pp. 943-949
    • Honda, O.1    Tsubamoto, M.2    Inoue, A.3
  • 89
    • 84856952460 scopus 로고    scopus 로고
    • Quantitative classification based on CT histogram analysis of non-small cell lung cancer: Correlation with histopathological characteristics and recurrence-free survival
    • Kawata Y, Niki N, Ohmatsu H, et al. Quantitative classification based on CT histogram analysis of non-small cell lung cancer: correlation with histopathological characteristics and recurrence-free survival. Med Phys. 2012;39: 988-1000
    • (2012) Med Phys , vol.39 , pp. 988-1000
    • Kawata, Y.1    Niki, N.2    Ohmatsu, H.3
  • 90
    • 78649650204 scopus 로고    scopus 로고
    • Assessment of non-small cell lung cancer perfusion: Pathologic-CT correlation in 15 patients
    • Tacelli N, Remy-Jardin M, Copin MC, et al. Assessment of non-small cell lung cancer perfusion: pathologic-CT correlation in 15 patients. Radiology. 2010;257:863-871
    • (2010) Radiology , vol.257 , pp. 863-871
    • Tacelli, N.1    Remy-Jardin, M.2    Copin, M.C.3
  • 91
    • 84891777941 scopus 로고    scopus 로고
    • Correlation between the size of the solid component on thin-section CT and the invasive component on pathology in small lung aDenocarcinomas manifesting as ground-glass nodules
    • Lee KH, Goo JM, Park SJ, et al. Correlation between the size of the solid component on thin-section CT and the invasive component on pathology in small lung aDenocarcinomas manifesting as ground-glass nodules. J Thorac Oncol. 2014;9: 74-82
    • (2014) J Thorac Oncol , vol.9 , pp. 74-82
    • Lee, K.H.1    Goo, J.M.2    Park, S.J.3
  • 92
    • 84863719166 scopus 로고    scopus 로고
    • Computer-AiDed nodule Detection and volumetry to reduce variability between radiologists in the interpretation of lung nodules at low-dose screening computed tomography
    • Jeon KN, Goo JM, Lee CH, et al. Computer-AiDed nodule Detection and volumetry to reduce variability between radiologists in the interpretation of lung nodules at low-dose screening computed tomography. Invest Radiol. 2012;47: 457-461
    • (2012) Invest Radiol , vol.47 , pp. 457-461
    • Jeon, K.N.1    Goo, J.M.2    Lee, C.H.3
  • 93
    • 84875395563 scopus 로고    scopus 로고
    • Noninvasive characterization of the histopathologic features of pulmonary nodules of the lung aDenocarcinoma spectrum using computer-AiDed nodule assessment and risk yield (CANARY)-A pilot study
    • Maldonado F, Boland JM, Raghunath S, et al. Noninvasive characterization of the histopathologic features of pulmonary nodules of the lung aDenocarcinoma spectrum using computer-AiDed nodule assessment and risk yield (CANARY)-A pilot study. J Thorac Oncol. 2013;8:452-460
    • (2013) J Thorac Oncol , vol.8 , pp. 452-460
    • Maldonado, F.1    Boland, J.M.2    Raghunath, S.3
  • 94
    • 84925803639 scopus 로고    scopus 로고
    • Noninvasive risk stratification of lung aDenocarcinoma using quantitative computed tomography
    • Raghunath S, Maldonado F, Rajagopalan S, et al. Noninvasive risk stratification of lung aDenocarcinoma using quantitative computed tomography. J Thorac Oncol. 2014;9:1698-1703
    • (2014) J Thorac Oncol , vol.9 , pp. 1698-1703
    • Raghunath, S.1    Maldonado, F.2    Rajagopalan, S.3
  • 95
    • 77950427436 scopus 로고    scopus 로고
    • Pulmonary ground-glass nodules: Increase in mass as an early indicator of growth
    • De Hoop B, Gietema H, Van De Vorst S, et al. Pulmonary ground-glass nodules: increase in mass as an early indicator of growth. Radiology. 2010;255:199-206
    • (2010) Radiology , vol.255 , pp. 199-206
    • De Hoop, B.1    Gietema, H.2    Van De Vorst, S.3
  • 96
    • 9144264254 scopus 로고    scopus 로고
    • Intrapulmonary lymph noDes: Thin-section CT findings, pathological findings, and CT differential diagnosis from pulmonary metastatic nodules
    • Hyodo T, Kanazawa S, Dendo S, et al. Intrapulmonary lymph noDes: thin-section CT findings, pathological findings, and CT differential diagnosis from pulmonary metastatic nodules. Acta Med Okayama. 2004;58:235-240
    • (2004) Acta Med Okayama , vol.58 , pp. 235-240
    • Hyodo, T.1    Kanazawa, S.2    Dendo, S.3
  • 97
    • 0036198967 scopus 로고    scopus 로고
    • Computed tomography of benign intrapulmonary lymph noDes: Retrospective comparison with sarcoma metastases
    • Sykes AM, Swensen SJ, Tazelaar HD, et al. Computed tomography of benign intrapulmonary lymph noDes: retrospective comparison with sarcoma metastases. Mayo Clin Proc. 2002;77:329-333
    • Mayo Clin Proc , vol.2002 , Issue.77 , pp. 329-333
    • Sykes, A.M.1    Swensen, S.J.2    Tazelaar, H.D.3
  • 98
    • 58149355207 scopus 로고    scopus 로고
    • Smooth or attached solid inDeterminate nodules Detected at baseline CT screening in the NELSON study: Cancer risk during 1 year of follow-up
    • Xu DM, Van Der Zaag-Loonen HJ, Oudkerk M, et al. Smooth or attached solid inDeterminate nodules Detected at baseline CT screening in the NELSON study: cancer risk during 1 year of follow-up. Radiology. 2009;250:264-272
    • (2009) Radiology , vol.250 , pp. 264-272
    • Xu, D.M.1    Van Der Zaag-Loonen, H.J.2    Oudkerk, M.3
  • 99
    • 77950179570 scopus 로고    scopus 로고
    • Perifissural nodules seen at CT screening for lung cancer
    • Ahn MI, Gleeson TG, Chan IH, et al. Perifissural nodules seen at CT screening for lung cancer. Radiology. 2010;254:949-956
    • (2010) Radiology , vol.254 , pp. 949-956
    • Ahn, M.I.1    Gleeson, T.G.2    Chan, I.H.3
  • 100
    • 0027472911 scopus 로고
    • Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis Part II Application
    • Gurney JW, Lyddon DM, McKay JA. Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part II. Application. Radiology. 1993;186:415-422
    • (1993) Radiology , vol.186 , pp. 415-422
    • Gurney, J.W.1    Lyddon, D.M.2    McKay, J.A.3
  • 102
    • 42749089755 scopus 로고    scopus 로고
    • Limited value of shape, margin and CT Density in the discrimination between benign and malignant screen Detected solid pulmonary nodules of the NELSON trial
    • Xu DM, Van Klaveren RJ, De Bock GH, et al. Limited value of shape, margin and CT Density in the discrimination between benign and malignant screen Detected solid pulmonary nodules of the NELSON trial. Eur J Radiol. 2008;68: 347-352
    • (2008) Eur J Radiol , vol.68 , pp. 347-352
    • Xu, D.M.1    Van Klaveren, R.J.2    De Bock, G.H.3
  • 103
    • 16544368188 scopus 로고    scopus 로고
    • Radiologists performance for differentiating benign from malignant lung nodules on high-resolution CT using computer-estimated likelihood of malignancy
    • Li F, Aoyama M, Shiraishi J, et al. Radiologists performance for differentiating benign from malignant lung nodules on high-resolution CT using computer-estimated likelihood of malignancy. Am J Roentgenol. 2004;183:1209-1215
    • (2004) Am J Roentgenol , vol.183 , pp. 1209-1215
    • Li, F.1    Aoyama, M.2    Shiraishi, J.3
  • 104
    • 77955268440 scopus 로고    scopus 로고
    • ComputeraiDed diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction
    • Lee MC, Boroczky L, Sungur-Stasik K, et al. ComputeraiDed diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction. Artif Intell Med. 2010;50:43-53
    • (2010) Artif Intell Med , vol.50 , pp. 43-53
    • Lee, M.C.1    Boroczky, L.2    Sungur-Stasik, K.3
  • 105
    • 0035083294 scopus 로고    scopus 로고
    • Clustered pulmonary nodules: Highly suggestive of benign disease
    • Carucci LR, Maki DD, Miller WT. Clustered pulmonary nodules: highly suggestive of benign disease. J Thorac Imaging. 2001;16:103-105
    • (2001) J Thorac Imaging , vol.16 , pp. 103-105
    • Carucci, L.R.1    Maki, D.D.2    Miller, W.T.3
  • 106
    • 0033962497 scopus 로고    scopus 로고
    • Lung nodule enhancement at CT: Multicenter study
    • Swensen SJ, Viggiano RW, Midthun DE, et al. Lung nodule enhancement at CT: multicenter study. Radiology. 2000;214: 73-80
    • (2000) Radiology , vol.214 , pp. 73-80
    • Swensen, S.J.1    Viggiano, R.W.2    Midthun, D.E.3
  • 107
    • 0026569420 scopus 로고
    • Solitary pulmonary nodule: CT evaluation of enhancement with iodinated contrast material-A preliminary report
    • Swensen SJ, Morin RL, Schueler BA, et al. Solitary pulmonary nodule: CT evaluation of enhancement with iodinated contrast material-A preliminary report. Radiology. 1992;182:343-347
    • (1992) Radiology , vol.182 , pp. 343-347
    • Swensen, S.J.1    Morin, R.L.2    Schueler, B.A.3
  • 108
    • 0028830707 scopus 로고
    • Pulmonary nodules: CT evaluation of enhancement with iodinated contrast material
    • Swensen SJ, Brown LR, Colby TV, et al. Pulmonary nodules: CT evaluation of enhancement with iodinated contrast material. Radiology. 1995;194:393-398
    • (1995) Radiology , vol.194 , pp. 393-398
    • Swensen, S.J.1    Brown, L.R.2    Colby, T.V.3
  • 109
    • 0028836233 scopus 로고
    • Solitary pulmonary nodule: Preliminary study of evaluation with incremental dynamic CT
    • Yamashita K, Matsunobe S, Tsuda T, et al. Solitary pulmonary nodule: preliminary study of evaluation with incremental dynamic CT. Radiology. 1995;194:399-405
    • (1995) Radiology , vol.194 , pp. 399-405
    • Yamashita, K.1    Matsunobe, S.2    Tsuda, T.3
  • 110
    • 0029909123 scopus 로고    scopus 로고
    • Lung nodule enhancement at CT: Prospective findings
    • Swensen SJ, Brown LR, Colby TV, et al. Lung nodule enhancement at CT: prospective findings. Radiology. 1996; 201:447-455
    • (1996) Radiology , vol.201 , pp. 447-455
    • Swensen, S.J.1    Brown, L.R.2    Colby, T.V.3
  • 111
    • 0030685099 scopus 로고    scopus 로고
    • Solitary pulmonary nodules: Evaluation of blood flow patterns with dynamic CT
    • Zhang M, Kono M. Solitary pulmonary nodules: evaluation of blood flow patterns with dynamic CT. Radiology. 1997; 205:471-478
    • (1997) Radiology , vol.205 , pp. 471-478
    • Zhang, M.1    Kono, M.2
  • 112
    • 27144450540 scopus 로고    scopus 로고
    • Solitary pulmonary nodule: Characterization with combined wash-in and washout features at dynamic multi-Detector row CT
    • Jeong YJ, Lee KS, Jeong SY, et al. Solitary pulmonary nodule: characterization with combined wash-in and washout features at dynamic multi-Detector row CT. Radiology. 2005; 237:675-683
    • (2005) Radiology , vol.237 , pp. 675-683
    • Jeong, Y.J.1    Lee, K.S.2    Jeong, S.Y.3
  • 113
    • 44449099695 scopus 로고    scopus 로고
    • Dynamic MRI, dynamic multiDetector-row computed tomography (MDCT), and coregistered 2-[fluorine-18]-fluoro-2-Deoxy-D-glucosepositron emission tomography (FDG-PET)/CT: Comparative study of capability for management of pulmonary nodules
    • Ohno Y, Koyama H, Takenaka D, et al. Dynamic MRI, dynamic multiDetector-row computed tomography (MDCT), and coregistered 2-[fluorine-18]-fluoro-2-Deoxy-D-glucosepositron emission tomography (FDG-PET)/CT: comparative study of capability for management of pulmonary nodules. J Magn Reson Imaging. 2008;27:1284-1295
    • (2008) J Magn Reson Imaging , vol.27 , pp. 1284-1295
    • Ohno, Y.1    Koyama, H.2    Takenaka, D.3
  • 114
    • 78549253903 scopus 로고    scopus 로고
    • Dual-energy computed tomography characterization of solitary pulmonary nodules
    • Chae EJ, Song JW, Krauss B, et al. Dual-energy computed tomography characterization of solitary pulmonary nodules. J Thorac Imaging. 2010;25:301-310
    • (2010) J Thorac Imaging , vol.25 , pp. 301-310
    • Chae, E.J.1    Song, J.W.2    Krauss, B.3
  • 115
    • 77956000371 scopus 로고    scopus 로고
    • First-pass perfusion imaging of solitary pulmonary nodules with 64-Detector row CT: Comparison of perfusion parameters of malignant and benign lesions
    • Li Y, Yang ZG, Chen TW, et al. First-pass perfusion imaging of solitary pulmonary nodules with 64-Detector row CT: comparison of perfusion parameters of malignant and benign lesions. Br J Radiol. 2010;83:785-790
    • (2010) Br J Radiol , vol.83 , pp. 785-790
    • Li, Y.1    Yang, Z.G.2    Chen, T.W.3
  • 116
    • 79952340035 scopus 로고    scopus 로고
    • Differentiation of malignant and benign pulmonary nodules with quantitative first-pass 320-Detector row perfusion CT versus FDG PET/CT
    • Ohno Y, Koyama H, Matsumoto K, et al. Differentiation of malignant and benign pulmonary nodules with quantitative first-pass 320-Detector row perfusion CT versus FDG PET/CT. Radiology. 2011;258:599-609
    • (2011) Radiology , vol.258 , pp. 599-609
    • Ohno, Y.1    Koyama, H.2    Matsumoto, K.3
  • 117
    • 84880949058 scopus 로고    scopus 로고
    • Comparison of quantitatively analyzed dynamic area-Detector CT using various mathematic methods with FDG PET/CT in management of solitary pulmonary nodules
    • Ohno Y, Nishio M, Koyama H, et al. Comparison of quantitatively analyzed dynamic area-Detector CT using various mathematic methods with FDG PET/CT in management of solitary pulmonary nodules. Am J Roentgenol. 2013;200:W593-W602
    • (2013) Am J Roentgenol , vol.200 , pp. W593-W602
    • Ohno, Y.1    Nishio, M.2    Koyama, H.3
  • 118
    • 84866972237 scopus 로고    scopus 로고
    • Differentiation between malignant and benign solitary pulmonary nodules use of volume first-pass perfusion and combined with routine computed tomography
    • Shan F, Zhang Z, Xing W, et al. Differentiation between malignant and benign solitary pulmonary nodules: use of volume first-pass perfusion and combined with routine computed tomography Eur J Radiol. 2012;81:3598-3605
    • (2012) Eur J Radiol , vol.81 , pp. 3598-3605
    • Shan, F.1    Zhang, Z.2    Xing, W.3
  • 119
    • 84902186850 scopus 로고    scopus 로고
    • Differentiation of lung neoplasms with lepidic growth and good prognosis from those with poor prognosis using computeraiDed 3D volumetric CT analysis and FDG-PET
    • Morimoto D, Takashima S, Sakashita N, et al. Differentiation of lung neoplasms with lepidic growth and good prognosis from those with poor prognosis using computeraiDed 3D volumetric CT analysis and FDG-PET. Acta Radiol. 2014;55:563-569
    • (2014) Acta Radiol , vol.55 , pp. 563-569
    • Morimoto, D.1    Takashima, S.2    Sakashita, N.3
  • 120
    • 0035925107 scopus 로고    scopus 로고
    • Accuracy of positron emission tomography for diagnosis of pulmonary nodules and mass lesions: A meta-Analysis
    • Gould MK, Maclean CC, Kuschner WG, et al. Accuracy of positron emission tomography for diagnosis of pulmonary nodules and mass lesions: a meta-Analysis. JAMA. 2001;285:914-924
    • (2001) JAMA , vol.285 , pp. 914-924
    • Gould, M.K.1    Maclean, C.C.2    Kuschner, W.G.3
  • 121
    • 84858787049 scopus 로고    scopus 로고
    • Prognostic value of metabolic tumor burDen on 18F-FDG PET in nonsurgical patients with non-small cell lung cancer
    • Liao S, Penney BC, Wroblewski K, et al. Prognostic value of metabolic tumor burDen on 18F-FDG PET in nonsurgical patients with non-small cell lung cancer. Eur J Nucl Med Mol Imaging. 2012;39:27-38
    • (2012) Eur J Nucl Med Mol Imaging , vol.39 , pp. 27-38
    • Liao, S.1    Penney, B.C.2    Wroblewski, K.3
  • 122
    • 33748102654 scopus 로고    scopus 로고
    • [F-18] FluoroDeoxyglucose positron emission tomography can predict pathological tumor stage and proliferative activity Determined by Ki-67 in clinical stage IA lung aDenocarcinomas
    • Watanabe K, Nomori H, Ohtsuka T, et al. [F-18]FluoroDeoxyglucose positron emission tomography can predict pathological tumor stage and proliferative activity Determined by Ki-67 in clinical stage IA lung aDenocarcinomas. Jpn J Clin Oncol. 2006;36:403-409
    • (2006) Jpn J Clin Oncol , vol.36 , pp. 403-409
    • Watanabe, K.1    Nomori, H.2    Ohtsuka, T.3
  • 123
    • 33750975903 scopus 로고    scopus 로고
    • Prognostic significance of [18)F]fluoroDeoxyglucose uptake on positron emission tomography in patients with pathologic stage i lung aDenocarcinoma
    • Ohtsuka T, Nomori H, Watanabe K, et al. Prognostic significance of [(18)F]fluoroDeoxyglucose uptake on positron emission tomography in patients with pathologic stage I lung aDenocarcinoma. Cancer. 2006;107:2468-2473
    • (2006) Cancer , vol.107 , pp. 2468-2473
    • Ohtsuka, T.1    Nomori, H.2    Watanabe, K.3
  • 124
    • 2942547509 scopus 로고    scopus 로고
    • Evaluation of F-18 fluoroDeoxyglucose (FDG) PET scanning for pulmonary nodules less than 3 cm in diameter, with special reference to the CT images
    • Nomori H, Watanabe K, Ohtsuka T, et al. Evaluation of F-18 fluoroDeoxyglucose (FDG) PET scanning for pulmonary nodules less than 3 cm in diameter, with special reference to the CT images. Lung Cancer. 2004;45:19-27
    • (2004) Lung Cancer , vol.45 , pp. 19-27
    • Nomori, H.1    Watanabe, K.2    Ohtsuka, T.3
  • 125
    • 84872114212 scopus 로고    scopus 로고
    • Somatostatin receptor scintigraphy with 111In-octreotiDe in pulmonary carcinoid tumours correlated with pathological and 18FDG PET/CT findings
    • Kuyumcu S, Adalet I, Sanli Y, et al. Somatostatin receptor scintigraphy with 111In-octreotiDe in pulmonary carcinoid tumours correlated with pathological and 18FDG PET/CT findings. Ann Nucl Med. 2012;26:689-697
    • (2012) Ann Nucl Med , vol.26 , pp. 689-697
    • Kuyumcu, S.1    Adalet, I.2    Sanli, Y.3
  • 126
    • 34748835270 scopus 로고    scopus 로고
    • Comparison of 68Ga-DOTATOC PET and 111In-DTPAOC (Octreoscan) SPECT in patients with neuroendocrine tumours
    • Buchmann I, Henze M, Engelbrecht S, et al. Comparison of 68Ga-DOTATOC PET and 111In-DTPAOC (Octreoscan) SPECT in patients with neuroendocrine tumours. Eur J Nucl Med Mol Imaging. 2007;34:1617-1626
    • (2007) Eur J Nucl Med Mol Imaging , vol.34 , pp. 1617-1626
    • Buchmann, I.1    Henze, M.2    Engelbrecht, S.3
  • 127
    • 13244298151 scopus 로고    scopus 로고
    • Dynamic magnetic resonance imaging of solitary pulmonary nodules: Utility of kinetic patterns in differential diagnosis
    • Tozaki M, Ichiba N, Fukuda K. Dynamic magnetic resonance imaging of solitary pulmonary nodules: utility of kinetic patterns in differential diagnosis. J Comput Assist Tomogr. 2005;29:13-19
    • (2005) J Comput Assist Tomogr , vol.29 , pp. 13-19
    • Tozaki, M.1    Ichiba, N.2    Fukuda, K.3
  • 128
    • 0342657083 scopus 로고    scopus 로고
    • MR imaging of solitary pulmonary lesion: Emphasis on tuberculomas and comparison with tumors
    • Chung MH, Lee HG, Kwon SS, et al. MR imaging of solitary pulmonary lesion: emphasis on tuberculomas and comparison with tumors. J Magn Reson Imaging. 2000;11:629-637
    • (2000) J Magn Reson Imaging , vol.11 , pp. 629-637
    • Chung, M.H.1    Lee, H.G.2    Kwon, S.S.3
  • 129
    • 0034084986 scopus 로고    scopus 로고
    • A preliminary study of discrimination among the components of small pulmonary nodules by MR imaging: Correlation between MR images and histologic appearance
    • Awaya H, Matsumoto T, Honjo K, et al. A preliminary study of discrimination among the components of small pulmonary nodules by MR imaging: correlation between MR images and histologic appearance. Radiat Med. 2000;18:29-38
    • (2000) Radiat Med , vol.18 , pp. 29-38
    • Awaya, H.1    Matsumoto, T.2    Honjo, K.3
  • 130
    • 84865600379 scopus 로고    scopus 로고
    • Chemicalshift MRI of pulmonary hamartomas: Initial experience using a modified technique to assess nodule fat
    • Hochhegger B, Marchiori E, dos Reis DQ, et al. Chemicalshift MRI of pulmonary hamartomas: initial experience using a modified technique to assess nodule fat. Am J Roentgenol. 2012;199:W331-W334
    • (2012) Am J Roentgenol , vol.199 , pp. W331-W334
    • Hochhegger, B.1    Marchiori, E.2    Dos Reis, D.Q.3
  • 131
    • 40449101253 scopus 로고    scopus 로고
    • MRI of the thorax during whole-body MRI: Evaluation of different MR sequences and comparison to thoracic multiDetector computed tomography (MDCT
    • Frericks BB, Meyer BC, Martus P, et al. MRI of the thorax during whole-body MRI: evaluation of different MR sequences and comparison to thoracic multiDetector computed tomography (MDCT). J Magn Reson Imaging. 2008;27:538-545
    • (2008) J Magn Reson Imaging , vol.27 , pp. 538-545
    • Frericks, B.B.1    Meyer, B.C.2    Martus, P.3
  • 132
    • 33845776623 scopus 로고    scopus 로고
    • Dynamic MRI of solitary pulmonary nodules: Comparison of enhancement patterns of malignant and benign small peripheral lung lesions
    • Kono R, Fujimoto K, Terasaki H, et al. Dynamic MRI of solitary pulmonary nodules: comparison of enhancement patterns of malignant and benign small peripheral lung lesions. Am J Roentgenol. 2007;188:26-36
    • (2007) Am J Roentgenol , vol.188 , pp. 26-36
    • Kono, R.1    Fujimoto, K.2    Terasaki, H.3
  • 133
    • 8444251043 scopus 로고    scopus 로고
    • Solitary pulmonary nodules: A comparative study evaluated with contrast-enhanced dynamic MRimaging and CT
    • Kim JH, Kim HJ, Lee KH, et al. Solitary pulmonary nodules: a comparative study evaluated with contrast-enhanced dynamic MRimaging and CT. J Comput Assist Tomogr. 2004;28:766-775
    • (2004) J Comput Assist Tomogr , vol.28 , pp. 766-775
    • Kim, J.H.1    Kim, H.J.2    Lee, K.H.3
  • 134
    • 3242805059 scopus 로고    scopus 로고
    • Solitary pulmonary nodules: Dynamic contrast-enhanced MR imaging-perfusion differences in malignant and benign lesions
    • Schaefer JF, Vollmar J, Schick F, et al. Solitary pulmonary nodules: dynamic contrast-enhanced MR imaging-perfusion differences in malignant and benign lesions. Radiology. 2004; 232:544-553
    • (2004) Radiology , vol.232 , pp. 544-553
    • Schaefer, J.F.1    Vollmar, J.2    Schick, F.3
  • 135
    • 84875615531 scopus 로고    scopus 로고
    • Evaluation of inDeterminate pulmonary nodules with dynamic MR imaging
    • Satoh S, Nakaminato S, Kihara A, et al. Evaluation of inDeterminate pulmonary nodules with dynamic MR imaging. Magn Reson Med Sci. 2013;12:31-38
    • (2013) Magn Reson Med Sci , vol.12 , pp. 31-38
    • Satoh, S.1    Nakaminato, S.2    Kihara, A.3
  • 136
    • 0028107661 scopus 로고
    • MR of pulmonary hamartoma: Pathologic correlation
    • Sakai F, Sone S, Kiyono K, et al. MR of pulmonary hamartoma: pathologic correlation. J Thorac Imaging. 1994; 9:51-55
    • (1994) J Thorac Imaging , vol.9 , pp. 51-55
    • Sakai, F.1    Sone, S.2    Kiyono, K.3
  • 137
    • 62149094387 scopus 로고    scopus 로고
    • Diagnostic efficacy and characteristic feature of MRI in pulmonary hamartoma: Comparison with CT, specimen MRI, and pathology
    • Park KY, Kim SJ, Noh TW, et al. Diagnostic efficacy and characteristic feature of MRI in pulmonary hamartoma: comparison with CT, specimen MRI, and pathology. J Comput Assist Tomogr. 2008;32:919-925
    • (2008) J Comput Assist Tomogr , vol.32 , pp. 919-925
    • Park, K.Y.1    Kim, S.J.2    Noh, T.W.3
  • 138
    • 0036312267 scopus 로고    scopus 로고
    • Solitary pulmonary nodules: Potential role of dynamic MR imaging in management initial experience
    • Ohno Y, Hatabu H, Takenaka D, et al. Solitary pulmonary nodules: potential role of dynamic MR imaging in management initial experience. Radiology. 2002;224:503-511
    • (2002) Radiology , vol.224 , pp. 503-511
    • Ohno, Y.1    Hatabu, H.2    Takenaka, D.3
  • 139
    • 84871713412 scopus 로고    scopus 로고
    • The role of dynamic magnetic resonance imaging in the evaluation of pulmonary nodules and masses
    • Alper F, Kurt AT, Aydin Y, et al. The role of dynamic magnetic resonance imaging in the evaluation of pulmonary nodules and masses. Med Princ Pract. 2013;22:80-86
    • (2013) Med Princ Pract , vol.22 , pp. 80-86
    • Alper, F.1    Kurt, A.T.2    Aydin, Y.3
  • 140
    • 33744815920 scopus 로고    scopus 로고
    • Solitary pulmonary nodules: Association between signal characteristics in dynamic contrast enhanced MRI and tumor angiogenesis
    • Schaefer JF, SchneiDer V, Vollmar J, et al. Solitary pulmonary nodules: association between signal characteristics in dynamic contrast enhanced MRI and tumor angiogenesis. Lung Cancer. 2006;53:39-49
    • (2006) Lung Cancer , vol.53 , pp. 39-49
    • Schaefer, J.F.1    Schneider, V.2    Vollmar, J.3
  • 141
    • 84895073146 scopus 로고    scopus 로고
    • Characterisation of solitary pulmonary lesions combining visual perfusion and quantitative diffusion MR imaging
    • Coolen J, Vansteenkiste J, De Keyzer F, et al. Characterisation of solitary pulmonary lesions combining visual perfusion and quantitative diffusion MR imaging. Eur Radiol. 2014;24:531-541
    • (2014) Eur Radiol , vol.24 , pp. 531-541
    • Coolen, J.1    Vansteenkiste, J.2    De Keyzer, F.3
  • 142
    • 49149116752 scopus 로고    scopus 로고
    • Can malignant and benign pulmonary nodules be differentiated with diffusionweighted MRI?
    • Satoh S, Kitazume Y, Ohdama S, et al. Can malignant and benign pulmonary nodules be differentiated with diffusionweighted MRI? Am J Roentgenol. 2008;191:464-470
    • (2008) Am J Roentgenol , vol.191 , pp. 464-470
    • Satoh, S.1    Kitazume, Y.2    Ohdama, S.3
  • 143
    • 84861852715 scopus 로고    scopus 로고
    • Differentiation of malignant and benign lung lesions with diffusion-weighted MR imaging
    • Gumustas S, Inan N, Akansel G, et al. Differentiation of malignant and benign lung lesions with diffusion-weighted MR imaging. Radiol Oncol. 2012;46:106-113
    • (2012) Radiol Oncol , vol.46 , pp. 106-113
    • Gumustas, S.1    Inan, N.2    Akansel, G.3
  • 144
    • 67650080473 scopus 로고    scopus 로고
    • Higher sensitivity and specificity for diffusion-weighted imaging of malignant lung lesions without apparent diffusion coefficient quantification
    • Uto T, Takehara Y, Nakamura Y, et al. Higher sensitivity and specificity for diffusion-weighted imaging of malignant lung lesions without apparent diffusion coefficient quantification. Radiology. 2009;252:247-254
    • (2009) Radiology , vol.252 , pp. 247-254
    • Uto, T.1    Takehara, Y.2    Nakamura, Y.3
  • 145
    • 77952098797 scopus 로고    scopus 로고
    • Usefulness of diffusion-weighted MR imaging in the evaluation of pulmonary lesions
    • Liu H, Liu Y, Yu T, et al. Usefulness of diffusion-weighted MR imaging in the evaluation of pulmonary lesions. Eur Radiol. 2010;20:807-815
    • (2010) Eur Radiol , vol.20 , pp. 807-815
    • Liu, H.1    Liu, Y.2    Yu, T.3
  • 146
    • 41749093866 scopus 로고    scopus 로고
    • Diffusion-weighted magnetic resonance imaging for diagnosing malignant pulmonary nodules/masses: Comparison with positron emission tomography
    • Mori T, Nomori H, Ikeda K, et al. Diffusion-weighted magnetic resonance imaging for diagnosing malignant pulmonary nodules/masses: comparison with positron emission tomography. J Thorac Oncol. 2008;3:358-364
    • (2008) J Thorac Oncol , vol.3 , pp. 358-364
    • Mori, T.1    Nomori, H.2    Ikeda, K.3
  • 147
    • 67651094017 scopus 로고    scopus 로고
    • Is diffusion-weighted magnetic resonance imaging superior to positron emission tomography with fluDeoxyglucose F 18 in imaging non-small cell lung cancer?
    • Ohba Y, Nomori H, Mori T, et al. Is diffusion-weighted magnetic resonance imaging superior to positron emission tomography with fluDeoxyglucose F 18 in imaging non-small cell lung cancer? J Thorac Cardiovasc Surg. 2009;138:439-445
    • (2009) J Thorac Cardiovasc Surg , vol.138 , pp. 439-445
    • Ohba, Y.1    Nomori, H.2    Mori, T.3
  • 148
    • 79956040267 scopus 로고    scopus 로고
    • Diffusion-weighted magnetic resonance for pulmonary nodules: 1.5 vs. 3 Tesla
    • Ohba Y, Nomori H, Mori T, et al. Diffusion-weighted magnetic resonance for pulmonary nodules: 1.5 vs. 3 Tesla. Asian Cardiovasc Thorac Ann. 2011;19:108-114
    • (2011) Asian Cardiovasc Thorac Ann , vol.19 , pp. 108-114
    • Ohba, Y.1    Nomori, H.2    Mori, T.3
  • 149
    • 0027526918 scopus 로고
    • Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis Part i
    • Gurney JW. Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part I. Theory. Radiology. 1993;186:405-413
    • (1993) Theory. Radiology , vol.186 , pp. 405-413
    • Gurney, J.W.1
  • 150
    • 0022531545 scopus 로고
    • Estimating the probability of malignancy in solitary pulmonary nodules A Bayesian approach
    • Cummings SR, Lillington GA, Richard RJ. Estimating the probability of malignancy in solitary pulmonary nodules. A Bayesian approach. Am Rev Respir Dis. 1986;134:449-452
    • (1986) Am Rev Respir Dis , vol.134 , pp. 449-452
    • Cummings, S.R.1    Lillington, G.A.2    Richard, R.J.3
  • 151
    • 84924157821 scopus 로고    scopus 로고
    • Accessed October 10 2014
    • University B. Lung Cancer Risk Calculators. Available at: http://www.brocku.ca/lung-cancer-risk-calculator. Accessed October 10, 2014.
    • University B Lung Cancer Risk Calculators


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