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Volumn 25, Issue 1, 2015, Pages 155-162

Assessing probability of malignancy in solid solitary pulmonary nodules with a new Bayesian calculator: improving diagnostic accuracy by means of expanded and updated features

Author keywords

Bayesian analysis; Decision analysis; Lung neoplasms; Medical informatics; Solitary pulmonary nodule

Indexed keywords

ADULT; AGED; AREA UNDER THE CURVE; ARTICLE; BAYES THEOREM; CALCULATOR; CANCER RISK; CASE STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; FALSE POSITIVE RESULT; FEMALE; HUMAN; HUMAN TISSUE; LUNG BIOPSY; LUNG CANCER; LUNG NODULE; MAJOR CLINICAL STUDY; MALE; MATHEMATICAL MODEL; PREDICTION; PROBABILITY; RECEIVER OPERATING CHARACTERISTIC; RISK ASSESSMENT; BIOPSY; EARLY DIAGNOSIS; EPIDEMIOLOGY; LUNG TUMOR; MIDDLE AGED; PATHOLOGY; TUMOR VOLUME; VERY ELDERLY;

EID: 84912120589     PISSN: 09387994     EISSN: 14321084     Source Type: Journal    
DOI: 10.1007/s00330-014-3396-2     Document Type: Article
Times cited : (56)

References (24)
  • 1
    • 0034042427 scopus 로고    scopus 로고
    • Epidemiology of lung cancer
    • COI: 1:STN:280:DC%2BD3czhtleitQ%3D%3D, PID: 10855253
    • Smith RA, Glynn TJ (2000) Epidemiology of lung cancer. Radiol Clin N Am 38:453–470
    • (2000) Radiol Clin N Am , vol.38 , pp. 453-470
    • Smith, R.A.1    Glynn, T.J.2
  • 2
    • 78049485263 scopus 로고    scopus 로고
    • Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008
    • COI: 1:CAS:528:DC%2BC3cXhtlWhs7fO, PID: 21351269
    • Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM (2010) Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer 127:2893–2917
    • (2010) Int J Cancer , vol.127 , pp. 2893-2917
    • Ferlay, J.1    Shin, H.R.2    Bray, F.3    Forman, D.4    Mathers, C.5    Parkin, D.M.6
  • 3
    • 0027416395 scopus 로고
    • Evaluation and management of solitary and multiple pulmonary nodules
    • COI: 1:STN:280:DyaK3s3hsFaisA%3D%3D, PID: 8462244
    • Lillington GA, Caskey CI (1993) Evaluation and management of solitary and multiple pulmonary nodules. Clin Chest Med 14:111–119
    • (1993) Clin Chest Med , vol.14 , pp. 111-119
    • Lillington, G.A.1    Caskey, C.I.2
  • 4
    • 0034118660 scopus 로고    scopus 로고
    • Small solitary pulmonary nodules
    • COI: 1:STN:280:DC%2BD3czhtleiug%3D%3D, PID: 10855254
    • Yankelevitz DF, Henschke CI (2000) Small solitary pulmonary nodules. Radiol Clin N Am 38:471–478
    • (2000) Radiol Clin N Am , vol.38 , pp. 471-478
    • Yankelevitz, D.F.1    Henschke, C.I.2
  • 5
    • 84883373200 scopus 로고    scopus 로고
    • Probability of cancer in pulmonary nodules detected on first screening CT
    • COI: 1:CAS:528:DC%2BC3sXhsVegsbzE, PID: 24004118
    • McWilliams A, Tammemagi MC, Mayo JR, Roberts H, Liu G, Soghrati K et al (2013) Probability of cancer in pulmonary nodules detected on first screening CT. N Engl J Med 369:910–919
    • (2013) N Engl J Med , vol.369 , pp. 910-919
    • McWilliams, A.1    Tammemagi, M.C.2    Mayo, J.R.3    Roberts, H.4    Liu, G.5    Soghrati, K.6
  • 6
    • 41849097085 scopus 로고    scopus 로고
    • Validation of two models to estimate the probability of malignancy in patients with solitary pulmonary nodules
    • COI: 1:STN:280:DC%2BD1c3gsVKhtw%3D%3D, PID: 17965070
    • Schultz EM, Sanders GD, Trotter PR, Patz EF Jr, Silvestri GA, Owens DK et al (2008) Validation of two models to estimate the probability of malignancy in patients with solitary pulmonary nodules. Thorax 63:335–341
    • (2008) Thorax , vol.63 , pp. 335-341
    • Schultz, E.M.1    Sanders, G.D.2    Trotter, P.R.3    Patz, E.F.4    Silvestri, G.A.5    Owens, D.K.6
  • 7
    • 33847167612 scopus 로고    scopus 로고
    • A clinical model to estimate the pretest probability of lung cancer in patients with solitary pulmonary nodules
    • PID: 17296637
    • Gould MK, Ananth L, Barnett PG (2007) A clinical model to estimate the pretest probability of lung cancer in patients with solitary pulmonary nodules. Chest 131:383–388
    • (2007) Chest , vol.131 , pp. 383-388
    • Gould, M.K.1    Ananth, L.2    Barnett, P.G.3
  • 8
    • 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
    • PID: 11856693
    • Matsuki Y, Nakamura K, Watanabe H, Aoki T, Nakata H, Katsuragawa S et al (2002) Usefulness of an artificial neural network for differentiating benign from malignant pulmonary nodules on high-resolution CT: evaluation with receiver operating characteristic analysis. AJR Am J Roentgenol 178:657–663
    • (2002) AJR Am J Roentgenol , vol.178 , pp. 657-663
    • Matsuki, Y.1    Nakamura, K.2    Watanabe, H.3    Aoki, T.4    Nakata, H.5    Katsuragawa, S.6
  • 9
    • 0031403024 scopus 로고    scopus 로고
    • The probability of malignancy in solitary pulmonary nodules—application to small radiologically indeterminate nodules
    • COI: 1:STN:280:DyaK2s3nsFOktg%3D%3D, PID: 9129544
    • Swensen SJ, Silverstein MD, Ilstrup DM, Schleck CD, Edell ES (1997) The probability of malignancy in solitary pulmonary nodules—application to small radiologically indeterminate nodules. Arch Intern Med 157:849–855
    • (1997) Arch Intern Med , vol.157 , pp. 849-855
    • Swensen, S.J.1    Silverstein, M.D.2    Ilstrup, D.M.3    Schleck, C.D.4    Edell, E.S.5
  • 10
    • 49049106928 scopus 로고    scopus 로고
    • Solitary pulmonary nodules and masses: a meta-analysis of the diagnostic utility of alternative imaging tests
    • PID: 18607593
    • Cronin P, Dwamena BA, Kelly AM, Bernstein SJ, Carlos RC (2008) Solitary pulmonary nodules and masses: a meta-analysis of the diagnostic utility of alternative imaging tests. Eur Radiol 18:1840–1856
    • (2008) Eur Radiol , vol.18 , pp. 1840-1856
    • Cronin, P.1    Dwamena, B.A.2    Kelly, A.M.3    Bernstein, S.J.4    Carlos, R.C.5
  • 11
    • 0027472911 scopus 로고
    • Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part II. Application
    • COI: 1:STN:280:DyaK3s7jsVSnug%3D%3D, PID: 8421744
    • Gurney JW, Lyddon DM, McKay JA (1993) Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part II. Application. Radiology 186:415–422
    • (1993) Radiology , vol.186 , pp. 415-422
    • Gurney, J.W.1    Lyddon, D.M.2    McKay, J.A.3
  • 12
    • 0027526918 scopus 로고
    • Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part I. Theory
    • COI: 1:STN:280:DyaK3s7jsVSntQ%3D%3D, PID: 8421743
    • Gurney JW (1993) Determining the likelihood of malignancy in solitary pulmonary nodules with Bayesian analysis. Part I. Theory. Radiology 186:405–413
    • (1993) Radiology , vol.186 , pp. 405-413
    • Gurney, J.W.1
  • 13
    • 0034672540 scopus 로고    scopus 로고
    • Evidence-based medicine as Bayesian decision-making
    • COI: 1:STN:280:DC%2BD3M3kt12rsQ%3D%3D, PID: 11113960
    • Ashby D, Smith AF (2000) Evidence-based medicine as Bayesian decision-making. Stat Med 19:3291–3305
    • (2000) Stat Med , vol.19 , pp. 3291-3305
    • Ashby, D.1    Smith, A.F.2
  • 14
    • 0024518742 scopus 로고
    • Bayesian analysis revisited: a radiologist’s survival guide
    • COI: 1:STN:280:DyaL1M7msVSmug%3D%3D, PID: 2646866
    • Chang PJ (1989) Bayesian analysis revisited: a radiologist’s survival guide. AJR Am J Roentgenol 152:721–727
    • (1989) AJR Am J Roentgenol , vol.152 , pp. 721-727
    • Chang, P.J.1
  • 15
    • 85000161029 scopus 로고    scopus 로고
    • Evaluating the influence of missing data on classification algorithms in data mining applications. Paper presented at SBSI 2013: Simpósio Brasileiro de Sistemas de Informação
    • Blomberg LC, Ruiz DDA (2013) Evaluating the influence of missing data on classification algorithms in data mining applications. Paper presented at SBSI 2013: Simpósio Brasileiro de Sistemas de Informação, João Pessoa, 22–24 May, 2013
    • (2013) João Pessoa, 22–24 May , pp. 2013
    • Blomberg, L.C.1    Ruiz, D.D.A.2
  • 16
    • 0022531545 scopus 로고
    • Estimating the probability of malignancy in solitary pulmonary nodules. A Bayesian approach
    • COI: 1:STN:280:DyaL28zitFemsg%3D%3D, PID: 3752700
    • Cummings SR, Lillington GA, Richard RJ (1986) Estimating the probability of malignancy in solitary pulmonary nodules. A Bayesian approach. Am Rev Respir Dis 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
  • 17
    • 34848897496 scopus 로고    scopus 로고
    • Evaluation of patients with pulmonary nodules: when is it lung cancer?: ACCP evidence-based clinical practice guidelines, 2nd edn
    • PID: 17873164
    • Gould MK, Fletcher J, Iannettoni MD, Lynch WR, Midthun DE, Naidich DP et al (2007) Evaluation of patients with pulmonary nodules: when is it lung cancer?: ACCP evidence-based clinical practice guidelines, 2nd edn. Chest 132(3 Suppl):108S–130S
    • (2007) Chest , vol.132 , pp. 108S-130S
    • Gould, M.K.1    Fletcher, J.2    Iannettoni, M.D.3    Lynch, W.R.4    Midthun, D.E.5    Naidich, D.P.6
  • 18
  • 21
    • 27144449606 scopus 로고    scopus 로고
    • Guidelines for management of small pulmonary nodules detected on CT scans: a statement from the Fleischner Society
    • PID: 16244247
    • MacMahon H, Austin JH, Gamsu G, Herold CJ, Jett JR, Naidich DP et al (2005) Guidelines for management of small pulmonary nodules detected on CT scans: a statement from the Fleischner Society. Radiology 237:395–400
    • (2005) Radiology , vol.237 , pp. 395-400
    • MacMahon, H.1    Austin, J.H.2    Gamsu, G.3    Herold, C.J.4    Jett, J.R.5    Naidich, D.P.6
  • 22
    • 84857384053 scopus 로고    scopus 로고
    • Decision making in patients with pulmonary nodules
    • PID: 21980032
    • Ost DE, Gould MK (2012) Decision making in patients with pulmonary nodules. Am J Respir Crit Care Med 185:363–372
    • (2012) Am J Respir Crit Care Med , vol.185 , pp. 363-372
    • Ost, D.E.1    Gould, M.K.2
  • 24
    • 52949118454 scopus 로고    scopus 로고
    • Evidence and scenario sensitivities in naive Bayesian classifiers
    • Renooij S, Van Der Gaag LC (2008) Evidence and scenario sensitivities in naive Bayesian classifiers. Int J Approx Reason 49:398–416
    • (2008) Int J Approx Reason , vol.49 , pp. 398-416
    • Renooij, S.1    Van Der Gaag, L.C.2


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