메뉴 건너뛰기




Volumn 17, Issue 1, 2010, Pages 62-68

Internal validation of an artificial neural network for prostate biopsy outcome: Original article

Author keywords

Artificial neural network; Multivariate models; Prostate cancer; Prostate specific antigen; Validation

Indexed keywords

PROSTATE SPECIFIC ANTIGEN;

EID: 74049098329     PISSN: 09198172     EISSN: 14422042     Source Type: Journal    
DOI: 10.1111/j.1442-2042.2009.02417.x     Document Type: Article
Times cited : (10)

References (22)
  • 1
    • 41149166182 scopus 로고    scopus 로고
    • Prostate-specific antigen and prostate cancer: Prediction, detection and monitoring
    • Lilja H, Ulmert D, Vickers AJ. Prostate-specific antigen and prostate cancer: prediction, detection and monitoring. Nat. Rev. Cancer 2008 8 : 268 278.
    • (2008) Nat. Rev. Cancer , vol.8 , pp. 268-278
    • Lilja, H.1    Ulmert, D.2    Vickers, A.J.3
  • 2
    • 0032550630 scopus 로고    scopus 로고
    • Use of the percentage of free prostate-specific antigen to enhance differentiation of prostate cancer from benign prostatic disease: A prospective multicenter clinical trial
    • Catalona WJ, Partin AW, Slawin KM et al. Use of the percentage of free prostate-specific antigen to enhance differentiation of prostate cancer from benign prostatic disease: a prospective multicenter clinical trial. JAMA 1998 279 : 1542 1547.
    • (1998) JAMA , vol.279 , pp. 1542-1547
    • Catalona, W.J.1    Partin, A.W.2    Slawin, K.M.3
  • 3
    • 33947238244 scopus 로고    scopus 로고
    • Initial biopsy outcome prediction - head-to-head comparison of a logistic regression-based nomogram versus artificial neural network
    • Chun FK, Graefen M, Briganti A et al. Initial biopsy outcome prediction - head-to-head comparison of a logistic regression-based nomogram versus artificial neural network. Eur. Urol. 2007 51 : 1236 1240.
    • (2007) Eur. Urol. , vol.51 , pp. 1236-1240
    • Chun, F.K.1    Graefen, M.2    Briganti, A.3
  • 4
    • 18244432236 scopus 로고    scopus 로고
    • Predicting the outcome of prostate biopsy in screen-positive men by a multilayer perceptron network
    • Finne P, Finne R, Auvinen A et al. Predicting the outcome of prostate biopsy in screen-positive men by a multilayer perceptron network. Urology 2000 56 : 418 422.
    • (2000) Urology , vol.56 , pp. 418-422
    • Finne, P.1    Finne, R.2    Auvinen, A.3
  • 5
    • 0142212246 scopus 로고    scopus 로고
    • A neurocomputational model for prostate carcinoma detection
    • Kalra P, Togami J, Bansal BSG et al. A neurocomputational model for prostate carcinoma detection. Cancer 2003 98 : 1849 1854.
    • (2003) Cancer , vol.98 , pp. 1849-1854
    • Kalra, P.1    Togami, J.2    Bansal, B.S.G.3
  • 6
    • 47249157999 scopus 로고    scopus 로고
    • Development, validation, and head-to-head comparison of logistic regression-based nomograms and artificial neural network models predicting prostate cancer on initial extended biopsy
    • Kawakami S, Numao N, Okubo Y et al. Development, validation, and head-to-head comparison of logistic regression-based nomograms and artificial neural network models predicting prostate cancer on initial extended biopsy. Eur. Urol. 2008 54 : 601 611.
    • (2008) Eur. Urol. , vol.54 , pp. 601-611
    • Kawakami, S.1    Numao, N.2    Okubo, Y.3
  • 7
    • 0037140909 scopus 로고    scopus 로고
    • An artificial neural network considerably improves the diagnostic power of percent free prostate-specific antigen in prostate cancer diagnosis: Results of a 5-year investigation
    • Stephan C, Jung K, Cammann H et al. An artificial neural network considerably improves the diagnostic power of percent free prostate-specific antigen in prostate cancer diagnosis: results of a 5-year investigation. Int. J. Cancer 2002 99 : 466 473.
    • (2002) Int. J. Cancer , vol.99 , pp. 466-473
    • Stephan, C.1    Jung, K.2    Cammann, H.3
  • 8
    • 47249112169 scopus 로고    scopus 로고
    • Development of a new nomogram for predicting the probability of a positive initial prostate biopsy in Japanese patients with serum PSA levels less than 10 ng/mL
    • Kawamura K, Suzuki H, Kamiya N et al. Development of a new nomogram for predicting the probability of a positive initial prostate biopsy in Japanese patients with serum PSA levels less than 10 ng/mL. Int. J. Urol. 2008 15 : 598 603.
    • (2008) Int. J. Urol. , vol.15 , pp. 598-603
    • Kawamura, K.1    Suzuki, H.2    Kamiya, N.3
  • 9
    • 33947317768 scopus 로고    scopus 로고
    • A critical appraisal of logistic regression-based nomograms, artificial neural networks, classification and regression-tree models, look-up tables and risk-group stratification models for prostate cancer
    • Chun FK, Karakiewicz PI, Briganti A et al. A critical appraisal of logistic regression-based nomograms, artificial neural networks, classification and regression-tree models, look-up tables and risk-group stratification models for prostate cancer. BJU Int. 2007 99 : 794 800.
    • (2007) BJU Int. , vol.99 , pp. 794-800
    • Chun, F.K.1    Karakiewicz, P.I.2    Briganti, A.3
  • 10
    • 45849109563 scopus 로고    scopus 로고
    • The comparability of models for predicting the risk of a positive prostate biopsy with prostate-specific antigen alone: A systematic review
    • Schroder F, Kattan MW. The comparability of models for predicting the risk of a positive prostate biopsy with prostate-specific antigen alone: a systematic review. Eur. Urol. 2008 54 : 274 290.
    • (2008) Eur. Urol. , vol.54 , pp. 274-290
    • Schroder, F.1    Kattan, M.W.2
  • 11
    • 33947285577 scopus 로고    scopus 로고
    • PSA and new biomarkers within multivariate models to improve early detection of prostate cancer
    • Stephan C, Cammann H, Meyer HA, Lein M, Jung K. PSA and new biomarkers within multivariate models to improve early detection of prostate cancer. Cancer Lett. 2007 249 : 18 29.
    • (2007) Cancer Lett. , vol.249 , pp. 18-29
    • Stephan, C.1    Cammann, H.2    Meyer, H.A.3    Lein, M.4    Jung, K.5
  • 12
    • 21044454260 scopus 로고    scopus 로고
    • Development and validation of a nomogram predicting the outcome of prostate biopsy based on patient age, digital rectal examination and serum prostate specific antigen
    • Karakiewicz PI, Benayoun S, Kattan MW et al. Development and validation of a nomogram predicting the outcome of prostate biopsy based on patient age, digital rectal examination and serum prostate specific antigen. J. Urol. 2005 173 : 1930 1934.
    • (2005) J. Urol. , vol.173 , pp. 1930-1934
    • Karakiewicz, P.I.1    Benayoun, S.2    Kattan, M.W.3
  • 13
    • 0036324792 scopus 로고    scopus 로고
    • Multicenter evaluation of an artificial neural network to increase prostate cancer detection rate and reduce unnecessary biopsies
    • Stephan C, Cammann H, Semjonow A et al. Multicenter evaluation of an artificial neural network to increase prostate cancer detection rate and reduce unnecessary biopsies. Clin. Chem. 2002 48 : 1279 1287.
    • (2002) Clin. Chem. , vol.48 , pp. 1279-1287
    • Stephan, C.1    Cammann, H.2    Semjonow, A.3
  • 14
    • 50949117677 scopus 로고    scopus 로고
    • An artificial neural network for five different assay systems of prostate-specific antigen in prostate cancer diagnostics
    • Stephan C, Cammann H, Meyer HA et al. An artificial neural network for five different assay systems of prostate-specific antigen in prostate cancer diagnostics. BJU Int. 2008 102 : 799 805.
    • (2008) BJU Int. , vol.102 , pp. 799-805
    • Stephan, C.1    Cammann, H.2    Meyer, H.A.3
  • 15
    • 64549135099 scopus 로고    scopus 로고
    • External validation and head-to-head comparison of Japanese and Western prostate biopsy nomograms using Japanese data sets
    • Utsumi T, Kawamura K, Suzuki H et al. External validation and head-to-head comparison of Japanese and Western prostate biopsy nomograms using Japanese data sets. Int. J. Urol. 2009 16 : 416 419.
    • (2009) Int. J. Urol. , vol.16 , pp. 416-419
    • Utsumi, T.1    Kawamura, K.2    Suzuki, H.3
  • 16
    • 34648823693 scopus 로고    scopus 로고
    • Comparison of two different artificial neural networks for prostate biopsy indication in two different patient populations
    • Stephan C, Xu C, Finne P et al. Comparison of two different artificial neural networks for prostate biopsy indication in two different patient populations. Urology 2007 70 : 596 601.
    • (2007) Urology , vol.70 , pp. 596-601
    • Stephan, C.1    Xu, C.2    Finne, P.3
  • 17
    • 33947256481 scopus 로고    scopus 로고
    • Initial biopsy outcome prediction - head-to-head comparison of a logistic regression-based nomogram versus artificial neural network
    • Re: Felix K.-H. Chun, Markus Graefen, Alberto Briganti, Andrea Gallina, Julia Hopp, Michael W. Kattan, Hartwig Huland and Pierre I. Karakiewicz. Eur. Urol. 2007; 51: 1236-43.
    • Stephan C, Meyer HA, Cammann H, Lein M, Loening SA, Jung K. Re: Felix K.-H. Chun, Markus Graefen, Alberto Briganti, Andrea Gallina, Julia Hopp, Michael W. Kattan, Hartwig Huland and Pierre I. Karakiewicz. Initial biopsy outcome prediction - head-to-head comparison of a logistic regression-based nomogram versus artificial neural network. Eur. Urol. 2007; 51: 1236-43. Eur. Urol. 2007 51 : 1446 1447.
    • (2007) Eur. Urol. , vol.51 , pp. 1446-1447
    • Stephan, C.1    Meyer, H.A.2    Cammann, H.3    Lein, M.4    Loening, S.A.5    Jung, K.6
  • 18
    • 29744462375 scopus 로고    scopus 로고
    • Interchangeability of measurements of total and free prostate-specific antigen in serum with 5 frequently used assay combinations: An update
    • Stephan C, Klaas M, Muller C, Schnorr D, Loening SA, Jung K. Interchangeability of measurements of total and free prostate-specific antigen in serum with 5 frequently used assay combinations: an update. Clin. Chem. 2006 52 : 59 64.
    • (2006) Clin. Chem. , vol.52 , pp. 59-64
    • Stephan, C.1    Klaas, M.2    Muller, C.3    Schnorr, D.4    Loening, S.A.5    Jung, K.6
  • 19
    • 33645900567 scopus 로고    scopus 로고
    • Three new serum markers for prostate cancer detection within a percent free PSA-based artificial neural network
    • Stephan C, Xu C, Brown DA et al. Three new serum markers for prostate cancer detection within a percent free PSA-based artificial neural network. Prostate 2006 66 : 651 659.
    • (2006) Prostate , vol.66 , pp. 651-659
    • Stephan, C.1    Xu, C.2    Brown, D.A.3
  • 20
    • 0029008314 scopus 로고
    • Software for illustrative presentation of basic clinical characteristics of laboratory tests - GraphROC for Windows
    • Kairisto V, Poola A. Software for illustrative presentation of basic clinical characteristics of laboratory tests - GraphROC for Windows. Scand. J. Clin. Lab. Invest. 1995 55 : 43 60.
    • (1995) Scand. J. Clin. Lab. Invest. , vol.55 , pp. 43-60
    • Kairisto, V.1    Poola, A.2
  • 21
    • 36048955792 scopus 로고    scopus 로고
    • Five-year stability study of free and total prostate-specific antigen concentrations in serum specimens collected and stored at -70 degrees C or less
    • Scaramuzzino DA, Schulte K, Mack BN, Soriano TF, Fritsche HA. Five-year stability study of free and total prostate-specific antigen concentrations in serum specimens collected and stored at -70 degrees C or less. Int. J. Biol. Markers 2007 22 : 206 213.
    • (2007) Int. J. Biol. Markers , vol.22 , pp. 206-213
    • Scaramuzzino, D.A.1    Schulte, K.2    Mack, B.N.3    Soriano, T.F.4    Fritsche, H.A.5
  • 22
    • 33947431997 scopus 로고    scopus 로고
    • Assay-specific artificial neural networks for five different PSA assays and populations with PSA 2-10 ng/ml in 4480 men
    • Stephan C, Xu C, Cammann H et al. Assay-specific artificial neural networks for five different PSA assays and populations with PSA 2-10 ng/ml in 4480 men. World. J. Urol. 2007 25 : 95 103.
    • (2007) World. J. Urol. , vol.25 , pp. 95-103
    • Stephan, C.1    Xu, C.2    Cammann, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.