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Volumn 65, Issue 3, 1997, Pages 129-139

Artificial neural networks in cancer research

Author keywords

Bladder cancer; Breast cancer; DNA ploidy; Hodgkin's disease; Image cytometry; Liver cancer; Lung cancer; Lymph nodes; Multivariate analysis; Neural networks; Prognosis; Prostate cancer; S phase fraction; Testicular cancer

Indexed keywords

TUMOR MARKER;

EID: 0030756045     PISSN: 10152008     EISSN: 14230291     Source Type: Journal    
DOI: 10.1159/000164114     Document Type: Article
Times cited : (20)

References (53)
  • 2
    • 0029299090 scopus 로고
    • Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study
    • Wu YC. Doi K. Giger ML: Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study. J Digit imaging 1995;8(2):88-94.
    • (1995) J Digit Imaging , vol.8 , Issue.2 , pp. 88-94
    • Wu, Y.C.1    Doi, K.2    Giger, M.L.3
  • 4
    • 0030046546 scopus 로고    scopus 로고
    • Neural networks and early diagnosis of myocardial infarction
    • Andrae MH: Neural networks and early diagnosis of myocardial infarction. Lancet 1996: 347:407-408.
    • (1996) Lancet , vol.347 , pp. 407-408
    • Rae, M.H.1
  • 5
    • 0029437514 scopus 로고
    • Improved classification of psychiatric mood disorders using a feedforward neural network
    • Dumitra A. Radulescu E. Lazarescu V: Improved classification of psychiatric mood disorders using a feedforward neural network. Medinfo 1995:8:818-822.
    • (1995) Medinfo , vol.8 , pp. 818-822
    • Dumitra, A.1    Radulescu, E.2    Lazarescu, V.3
  • 7
    • 1542323024 scopus 로고
    • Fundamentals of Neural Networks-Architectures
    • Englewood Cliffs, Prentice-Hall
    • Fausett L: Fundamentals of Neural Networks-Architectures. Algorithms and Applications. Englewood Cliffs, Prentice-Hall. 1994.
    • (1994) Algorithms and Applications.
    • Fausett, L.1
  • 9
    • 84910897265 scopus 로고
    • Cancer Statistics
    • 1987, England and Wales. London. HMSO. Series MB 1. No. 20
    • Office of Population Censuses and Surveys 1993 Cancer Statistics. Registrations 1987, England and Wales. London. HMSO. Series MB 1. No. 20.
    • (1993) Registrations
  • 10
    • 0025974356 scopus 로고
    • Carcinoma of the prostate
    • Gittcs RF: Carcinoma of the prostate. N Engl J Med 1991:324:236-245.
    • (1991) N Engl J Med , vol.324 , pp. 236-245
    • Gittcs, R.F.1
  • 11
    • 0028148549 scopus 로고
    • Artificial neural networks in the diagnosis and prognosis of prostate cancer a pilot study
    • Snow PB. Smith DS. Catalona WJ: Artificial neural networks in the diagnosis and prognosis of prostate cancer a pilot study. J Urol 1994: 152:1923-1926.
    • (1994) J Urol , vol.152 , pp. 1923-1926
    • Snow, P.B.1    Smith, D.S.2    Catalona, W.J.3
  • 12
    • 0345260000 scopus 로고    scopus 로고
    • Neural networks: A new- tool to predict outcome in prostate cancer
    • Naguib RNG. Robinson MC, Neal DE. Ham-dy FC: Neural networks: a new- tool to predict outcome in prostate cancer. Eur Urol 1996; 30(2):73.
    • (1996) Eur Urol , vol.30 , Issue.2 , pp. 73
    • Naguib, R.N.G.1    Robinson, M.C.2    Neal, D.E.3    Ham-Dy, F.C.4
  • 13
    • 85025575960 scopus 로고
    • Pittsburgh
    • Neural Works Professional II/Plus Reference Guide. Pittsburgh, NeuralWare Inc. 1995.
    • (1995) Neuralware Inc.
  • 14
    • 0026595133 scopus 로고
    • Systemic treatment of early breast cancer by hormonal cytotoxic or immune therapy
    • Early breast cancer trialist's collaborative group: Systemic treatment of early breast cancer by hormonal cytotoxic or immune therapy. Lancet 1992:339:71-85.
    • (1992) Lancet , vol.339 , pp. 71-85
  • 15
    • 0028019225 scopus 로고    scopus 로고
    • Survival analysis of censored data: Neural network analysis detection of complex interactions between variables
    • De Laurentiis M. Ravdin PM: Survival analysis of censored data: neural network analysis detection of complex interactions between variables. Breast Cancer Res Treat 1994:32: 113-118
    • Breast Cancer Res Treat , vol.1994 , Issue.32 , pp. 113-118
    • De Laurentiis, M.1    Ravdin, P.M.2
  • 16
    • 0028019225 scopus 로고    scopus 로고
    • Survival analysis of censored data: Neural network analysis detection of complex interactions between variables
    • De Laurentiis M. Ravdin PM: Survival analysis of censored data: neural network analysis detection of complex interactions between variables. Breast Cancer Res Treat 1994:32: 113-118
    • Breast Cancer Res Treat , vol.1994 , Issue.32 , pp. 113-118
    • De Laurentiis, M.1    Ravdin, P.M.2
  • 17
    • 0026580903 scopus 로고
    • Application of neural networks to the interpretation of laboratory data in cancer diagnosis
    • Astion ML. Wilding P: Application of neural networks to the interpretation of laboratory data in cancer diagnosis. Clin Chem 1992:38/1: 34-38.
    • (1992) Clin Chem , vol.38 , Issue.1 , pp. 34-38
    • Astion, M.L.1    Wilding, P.2
  • 18
    • 85025566914 scopus 로고
    • Choong PL. deSilva CJS: Breast cancer prognosis using the ENM architecture. Proc IEEE Int ConfNeural Networks 1994;6:3116-3120.
    • (1994) , vol.6 , pp. 3116-3120
    • Choong, P.L.1    Desilva, C.2
  • 22
    • 0023190461 scopus 로고
    • Association of DNA index and S-phase fraction with prognosis of node positive early breast cancer
    • Hedley DW. Rugg C. Gelber R: Association of DNA index and S-phase fraction with prognosis of node positive early breast cancer. Cancer Res 1987:47:4729-4735.
    • (1987) Cancer Res , vol.47 , pp. 4729-4735
    • Hedley, D.W.1    Rugg, C.2    Gelber, R.3
  • 23
    • 0024601059 scopus 로고
    • Prediction of relapse or survival in patients with node-negative breas: Cancer by DNA How' cytometry
    • Clark GM. Dressier LG, Owens MA. Pounds G, Oidaker T, McGuire W: Prediction of relapse or survival in patients with node-negative breas: cancer by DNA How' cytometry. N Engl J Med 1989:320:627-633.
    • (1989) N Engl J Med , vol.320 , pp. 627-633
    • Clark, G.M.1    Dressier, L.G.2    Owens, M.A.3    Pounds, G.4    Oidaker, T.5    Mc Guire, W.6
  • 24
    • 0026511164 scopus 로고
    • DNA ploidv and other results of DNA flow cytometry on prognostic features in operable breast cancer: 10-vear results of a random study
    • Grant MFX. Blijham G. Reiner A. Reynder SM, Shutte B. Van Asche C. Steer G. Jekesz R: DNA ploidv and other results of DNA flow cytometry on prognostic features in operable breast cancer: 10-vear results of a random study. Eur J Cancer 1992:28:711-716.
    • (1992) Eur J Cancer , vol.28 , pp. 711-716
    • Grant, M.F.X.1    Blijham, G.2    Reiner, A.3    Reynder, S.M.4    Shutte, B.5    Van Asche, C.6    Steer, G.7    Jekesz, R.8
  • 25
    • 0026724683 scopus 로고
    • Flow cytometric DNA index and S-phasc fraction in breast cancer in relation to other prognostic variables and to clinical outcome
    • Ferno M. Baldetorpe B. Borg A. Olsson H, Sigurdsson H. Killander D: Flow cytometric DNA index and S-phasc fraction in breast cancer in relation to other prognostic variables and to clinical outcome. Acta Oncol 1992:31:157-165.
    • (1992) Acta Oncol , vol.31 , pp. 157-165
    • Ferno, M.1    Baldetorpe, B.2    Borg, A.3    Olsson, H.4    Sigurdsson, H.5    Killander, D.6
  • 28
    • 0026497677 scopus 로고
    • Image analysis in the determination of ploidy and prognosis in renal eell carcinoma
    • Lanigan DJ. McLean PA. Murphy DM. Donovan MG, Leader M: Image analysis in the determination of ploidy and prognosis in renal eell carcinoma. Eur Urol 1992;22:228-234.
    • (1992) Eur Urol , vol.22 , pp. 228-234
    • Lanigan, D.J.1    Mc Lean, P.A.2    Murphy, D.M.3    Donovan, M.G.4    Leader, M.5
  • 30
    • 0014334891 scopus 로고
    • Surgical adjuvant chemotherapy in cancer of the breast: Results of a decade of co-operative investigation
    • Fisher B. Ravdin RG. Ausman RK. Slack NH. Moore GE, Noer RJ: Surgical adjuvant chemotherapy in cancer of the breast: Results of a decade of co-operative investigation. Ann Surgery 1968:168:337-356.
    • (1968) Ann Surgery , vol.168 , pp. 337-356
    • Fisher, B.1    Ravdin, R.G.2    Ausman, R.K.3    Slack, N.H.4    Moore, G.E.5    Noer, R.J.6
  • 31
    • 0018377254 scopus 로고
    • Tritiated thymidine labelling index and response in human breast cancer
    • Sulkes A. Livingston RB, Murphy WK: Tritiated thymidine labelling index and response in human breast cancer. J Natl Cancer Inst 1979:65:513-515.
    • (1979) J Natl Cancer Inst , vol.65 , pp. 513-515
    • Sulkes, A.1    Livingston, R.B.2    Murphy, W.K.3
  • 32
    • 0019515510 scopus 로고
    • Differential killing efficiency of twenty antitumour drugs on proliferating and non-proliferating human tumour cells
    • Drewinko B. Patchen M, Yang LY. Yang YY. Bcrlogi B: Differential killing efficiency of twenty antitumour drugs on proliferating and non-proliferating human tumour cells. Cancer Res 1981;41:2328-2333.
    • (1981) Cancer Res , vol.41 , pp. 2328-2333
    • Drewinko, B.1    Patchen, M.2    Yang, L.Y.3    Yang, Y.Y.4    Bcrlogi, B.5
  • 33
    • 0024430170 scopus 로고
    • Correlation of pretreatment proliferative activity of breast cancer with the response to cytotoxic chemotherapy
    • Remvikos Y. Beuzeboc P. Zadela A, Voillemot N. Magdelenat H. Pouillart P: Correlation of pretreatment proliferative activity of breast cancer with the response to cytotoxic chemotherapy. J Natl Cancer Inst 1989:81:1383-1387.
    • (1989) J Natl Cancer Inst , vol.81 , pp. 1383-1387
    • Remvikos, Y.1    Beuzeboc, P.2    Zadela, A.3    Voillemot, N.4    Magdelenat, H.5    Pouillart, P.6
  • 34
    • 0022206463 scopus 로고
    • Emerging impact of flow cytometry in predicting recurrence and survival in breast cancer patients
    • McGuire WL. Dressier LG: Emerging impact of flow cytometry in predicting recurrence and survival in breast cancer patients. J Natl Cancer Inst 1985:75:405-410.
    • (1985) J Natl Cancer Inst , vol.75 , pp. 405-410
    • Mc Guire, W.L.1    Dressier, L.G.2
  • 35
    • 0023797138 scopus 로고
    • Improving the prognostic value of DNA flow cytometry in breast cancer by combining DNA index and S-phase fraction. A proposed classification of DNA histograms in breast cancer
    • Kallioniemi OP. Blanco G, Alavaikko M. Hie-tanen T. Manila J, Lauslahti K. Lehtinen M. Koivuta M: Improving the prognostic value of DNA flow cytometry in breast cancer by combining DNA index and S-phase fraction. A proposed classification of DNA histograms in breast cancer. Cancer 1988:62:2183-2190.
    • (1988) Cancer , vol.62 , pp. 2183-2190
    • Kallioniemi, O.P.1    Blanco, G.2    Alavaikko, M.3    Hie-Tanen, T.4    Manila, J.5    Lauslahti, K.6    Lehtinen, M.7    Koivuta, M.8
  • 39
    • 0022657097 scopus 로고
    • A proposed classification of breast cancer based on kinetic information derived from comparison of risk factors in 168 primary operable breast cancers
    • McDcvitt RW, Stone KR. Craig RB. Palmer JO. Meyer JS. Bauer WC: A proposed classification of breast cancer based on kinetic information derived from comparison of risk factors in 168 primary operable breast cancers. Cancer 1986:57:269-276.
    • (1986) Cancer , vol.57 , pp. 269-276
    • Mc Dcvitt, R.W.1    Stone, K.R.2    Craig, R.B.3    Palmer, J.O.4    Meyer, J.S.5    Bauer, W.C.6
  • 41
    • 0025155515 scopus 로고
    • Flow cytometry in primary breast cancer: Improving the prognostic value of the fraction of cells in the S-phase by optimal categorisation of cut-off levels
    • Sigurdsson H. Baldetorp B. Borg A. Dalberg M. Femo M. Killander D, Olsson H, Ranstam J: Flow cytometry in primary breast cancer: Improving the prognostic value of the fraction of cells in the S-phase by optimal categorisation of cut-off levels. Br J Cancer 1990:62:786-790.
    • (1990) Br J Cancer , vol.62 , pp. 786-790
    • Sigurdsson, H.1    Baldetorp, B.2    Borg, A.3    Dalberg, M.4    Femo, M.5    Killander, D.6    Olsson, H.7    Ranstam, J.8
  • 42
    • 0025185099 scopus 로고
    • Measurement of DNA content and nuclear pleomorphism in metastatic variants of the B16 murine melanoma and hamster lymphoma and its liver metastasis using image analysis techniques
    • Lakshmi MS. Sherbet GV: Measurement of DNA content and nuclear pleomorphism in metastatic variants of the B16 murine melanoma and hamster lymphoma and its liver metastasis using image analysis techniques. Clin Exp Metastasis 1990:6:553-566.
    • (1990) Clin Exp Metastasis , vol.6 , pp. 553-566
    • Lakshmi, M.S.1    Sherbet, G.V.2
  • 44
    • 0020048972 scopus 로고
    • The significance of ploidy and proliferation in the clinical and biological evaluation of bladder tumours. A study of 100 untreated cases
    • Tribukait B, Gustafson H. Esposti PL: The significance of ploidy and proliferation in the clinical and biological evaluation of bladder tumours. A study of 100 untreated cases. Br J Urol 1982:54:130.
    • (1982) Br J Urol , vol.54 , pp. 130
    • Tribukait, B.1    Gustafson, H.2    Esposti, P.L.3
  • 45
    • 0025801389 scopus 로고
    • Methodological aspects of flow and image cytometric nuclear DNA assessments in prostatic adenocarcinoma
    • Falkmcr UG: Methodological aspects of flow and image cytometric nuclear DNA assessments in prostatic adenocarcinoma. Acta Oncol 1991:30:201-203.
    • (1991) Acta Oncol , vol.30 , pp. 201-203
    • Falkmcr, U.G.1
  • 46
    • 0025224132 scopus 로고
    • Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: Pilot study
    • Asada N, Doi K: Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: pilot study. Radiology 1990:177:857.
    • (1990) Radiology , vol.177 , pp. 857
    • Asada, N.1    Doi, K.2
  • 48
    • 0028932561 scopus 로고
    • Neural network analysis of quantitative histological factors to predict pathological stage in clinical stage 1 nonsemi-nomatous testicular cancer
    • Moul JW. Snow PB. Fernandez EB, Maher PD. Sestcrhenn IA: Neural network analysis of quantitative histological factors to predict pathological stage in clinical stage 1 nonsemi-nomatous testicular cancer. J Urol 1995:153: 1674-1677.
    • (1995) J Urol , vol.153 , pp. 1674-1677
    • Moul, J.W.1    Snow, P.B.2    Fernandez, E.B.3    Maher, P.D.4    Sestcrhenn, I.A.5
  • 50
    • 8544284309 scopus 로고    scopus 로고
    • Neural network analysis of prognostic markers in bladder cancer
    • Dept Electrical and Electronic Eng, Univ of Newcastle upon Tyne
    • Naguib RNG, Qureshi KN. Hamdy FC. Neal DE: Neural network analysis of prognostic markers in bladder cancer. Internal Report No. EE/3/97/SI7, Dept Electrical and Electronic Eng, Univ of Newcastle upon Tyne. 1997.
    • (1997) Internal Report No. EE/3/97/SI7
    • Naguib, R.1    Qureshi, K.N.2    Hamdy, F.C.3    Neal, D.E.4
  • 51
    • 8544268838 scopus 로고    scopus 로고
    • Identification at diagnosis and prediction of four-year prognosis of poor-risk patients under 55 years old with Hodgkin's disease- a neural model
    • Dept Electrical and Electronic Eng. Univ of Newcastle upon Tyne
    • Naguib RNG: Identification at diagnosis and prediction of four-year prognosis of poor-risk patients under 55 years old with Hodgkin's disease- a neural model. Internal Report No. EE/ 3/97/S16. Dept Electrical and Electronic Eng. Univ of Newcastle upon Tyne. 1997.
    • (1997) Internal Report No. EE/ 3/97/S16.
    • Naguib, R.1
  • 52
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • Cox DR: Regression models and life-tables. J R Slat Soc [B] 1972:34:187-200.
    • (1972) J R Slat Soc [B] , vol.34 , pp. 187-200
    • Cox, D.R.1


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