메뉴 건너뛰기




Volumn 30, Issue 3, 2004, Pages 257-281

Using literature and data to learn Bayesian networks as clinical models of ovarian tumors

Author keywords

Bayesian networks; Literature networks; Prior incorporation; Structure learning; Text mining

Indexed keywords

DATA REDUCTION; STATISTICAL METHODS; TUMORS;

EID: 1842714948     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.artmed.2003.11.007     Document Type: Article
Times cited : (60)

References (50)
  • 2
    • 0036173893 scopus 로고    scopus 로고
    • Challenges for biomedical informatics and pharmacogenics
    • Altman R.B., Klein T.E., Challenges for biomedical informatics and pharmacogenics. Annu Rev, Pharmacol Toxicol. 42:2002;113-133.
    • (2002) Annu Rev, Pharmacol Toxicol , vol.42 , pp. 113-133
    • Altman, R.B.1    Klein, T.E.2
  • 3
    • 0041334207 scopus 로고    scopus 로고
    • Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection
    • Antal P, Fannes G, Timerman Y, Moreau Y, De Moor B. Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection. Artif Intell Med 2003;29:39-60.
    • (2003) Artif Intell Med , vol.29 , pp. 39-60
    • Antal, P.1    Fannes, G.2    Timerman, Y.3    Moreau, Y.4    De Moor, B.5
  • 8
    • 0036522638 scopus 로고    scopus 로고
    • The frame-based module of the SUISEKI information extraction system
    • Blaschke C., Valencia A., The frame-based module of the SUISEKI information extraction system. IEEE Intell Syst. 17(2):2002;14-20.
    • (2002) IEEE Intell Syst , vol.17 , Issue.2 , pp. 14-20
    • Blaschke, C.1    Valencia, A.2
  • 9
    • 0010197364 scopus 로고    scopus 로고
    • The semantic distance model of relevance assessment
    • Pittsburgh (PA), USA;
    • Brooks TA. The semantic distance model of relevance assessment. In: Proceedings of the 61st Annual Meeting of ASIS, Pittsburgh (PA), USA; 1998. p. 33-44.
    • (1998) Proceedings of the 61st Annual Meeting of ASIS , pp. 33-44
    • Brooks, T.A.1
  • 12
    • 0034174324 scopus 로고    scopus 로고
    • Priors on network structures. biasing the search for Bayesian networks
    • Castelo R., Siebes A., Priors on network structures. biasing the search for Bayesian networks. Int J Approx Reason. 24(1):2000;39-57.
    • (2000) Int J Approx Reason , vol.24 , Issue.1 , pp. 39-57
    • Castelo, R.1    Siebes, A.2
  • 14
    • 0032433211 scopus 로고    scopus 로고
    • Desiderata for controlled medical vocabularies in the twenty-first century
    • Cimino J.J., Desiderata for controlled medical vocabularies in the twenty-first century. Methods Inf Med. 37(4-5):1998;394-403.
    • (1998) Methods Inf Med , vol.37 , Issue.45 , pp. 394-403
    • Cimino, J.J.1
  • 15
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Cooper G.F., Herskovits E., A Bayesian method for the induction of probabilistic networks from data. Mach Learn. 9:1992;309-347.
    • (1992) Mach Learn , vol.9 , pp. 309-347
    • Cooper, G.F.1    Herskovits, E.2
  • 21
    • 0031374249 scopus 로고    scopus 로고
    • Axioms of causal relevance
    • Galles D., Pearl J., Axioms of causal relevance. Artif Intell. 97(1-2):1997;9-43.
    • (1997) Artif Intell , vol.97 , Issue.12 , pp. 9-43
    • Galles, D.1    Pearl, J.2
  • 22
    • 1842792730 scopus 로고    scopus 로고
    • Blurring the boundaries between scientific 'papers' and biological databases
    • (web debate, on-line 7 May 2001).
    • Gerstein M, Junker J. Blurring the boundaries between scientific 'papers' and biological databases. Nature; 2001 (web debate, on-line 7 May 2001).
    • (2001) Nature
    • Gerstein, M.1    Junker, J.2
  • 25
    • 34249761849 scopus 로고
    • Learning Bayesian networks: The combination of knowledge and statistical data
    • Heckerman D., Geiger D., Chickering D., Learning Bayesian networks: the combination of knowledge and statistical data. Mach Learn. 20:1995;197-243.
    • (1995) Mach Learn , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.3
  • 26
    • 0035229819 scopus 로고    scopus 로고
    • Textquest: Document clustering of MEDLINE abstracts for concept discovery in molecular biology
    • Hawaii;
    • Iliopoulos I, Enright AJ, Ouzounis CA. Textquest: document clustering of MEDLINE abstracts for concept discovery in molecular biology. In: Proceedings of Pacific Symposium on Biocomputing (PSB01), vol. 58(2-3). Hawaii; 2001. p. 384-95.
    • (2001) Proceedings of Pacific Symposium on Biocomputing (PSB01) , vol.58 , Issue.2-3 , pp. 384-395
    • Iliopoulos, I.1    Enright, A.J.2    Ouzounis, C.A.3
  • 28
    • 0035042776 scopus 로고    scopus 로고
    • A literature network of human genes for high-throughput analysis of gene expression
    • Jenssen T.K., Laegreid A., Komorowski J., Hovig E., A literature network of human genes for high-throughput analysis of gene expression. Nat Genet. 28:2001;21-28.
    • (2001) Nat Genet , vol.28 , pp. 21-28
    • Jenssen, T.K.1    Laegreid, A.2    Komorowski, J.3    Hovig, E.4
  • 35
    • 1842742249 scopus 로고
    • Representing context-sensitive knowledge in a network formalism: A preliminary report
    • Dubois D, Wellman M.P, D'Ambrosio B (Eds.), Morgan Kaufmann;
    • Leong TY. Representing context-sensitive knowledge in a network formalism: a preliminary report. In: Dubois D, Wellman M.P, D'Ambrosio B (Eds.), Proceedings of the Eigth Conference on Uncertainty in Artificial Intelligence (UAI-1992). Morgan Kaufmann; 1992. p. 166-73.
    • (1992) Proceedings of the Eigth Conference on Uncertainty in Artificial Intelligence (UAI-1992) , pp. 166-173
    • Leongt, T.Y.1
  • 36
    • 0035502815 scopus 로고    scopus 로고
    • Using combinatory categorial grammar to extract biomedical information
    • Park J.C., Using combinatory categorial grammar to extract biomedical information. IEEE Intell Syst. 16(6):2001;62-67.
    • (2001) IEEE Intell Syst , vol.16 , Issue.6 , pp. 62-67
    • Park, J.C.1
  • 40
    • 0033642065 scopus 로고    scopus 로고
    • High-throughput functional annotation of novel gene products using document clustering
    • Renner A, Aszodi A. High-throughput functional annotation of novel gene products using document clustering. In: Proceedings of Pacific Symposium on Biocomputing (PSB00), vol. 5; 2000. p. 54-65.
    • (2000) Proceedings of Pacific Symposium on Biocomputing (PSB00) , vol.5 , pp. 54-65
    • Renner, A.1    Aszodi, A.2
  • 42
    • 0036522538 scopus 로고    scopus 로고
    • Information retrieval meets gene analysis
    • Shatkay H., Edwards S., Boguski M., Information retrieval meets gene analysis. IEEE Intell Syst. 17(2):2002;45-53.
    • (2002) IEEE Intell Syst , vol.17 , Issue.2 , pp. 45-53
    • Shatkay, H.1    Edwards, S.2    Boguski, M.3
  • 44
    • 0033655017 scopus 로고    scopus 로고
    • Biobibliometrics: Information retrieval and visualization from co-occurrences of gene names in medline asbtracts
    • Stapley B, Benoit G. Biobibliometrics: information retrieval and visualization from co-occurrences of gene names in medline asbtracts. In: Proceedings of Pacific Symposium on Biocomputing (PSB00), vol. 5; 2000. p. 529-40.
    • (2000) Proceedings of Pacific Symposium on Biocomputing (PSB00) , vol.5 , pp. 529-540
    • Stapley, B.1    Benoit, G.2
  • 45
    • 0031534577 scopus 로고    scopus 로고
    • Semigraphoids and structures of probabilistic conditional independence
    • Studeny M., Semigraphoids and structures of probabilistic conditional independence. Ann Math Artif Intell. 21(1):1997;71-98.
    • (1997) Ann Math Artif Intell , vol.21 , Issue.1 , pp. 71-98
    • Studeny, M.1
  • 46
    • 0031125707 scopus 로고    scopus 로고
    • An interactive system for finding complementary literatures: A stimulus to scientific discovery
    • Swanson D.R., Smalheiser N.R., An interactive system for finding complementary literatures: a stimulus to scientific discovery. Artif Intell. 91:1997;183-203.
    • (1997) Artif Intell , vol.91 , pp. 183-203
    • Swanson, D.R.1    Smalheiser, N.R.2
  • 49
    • 0034487466 scopus 로고    scopus 로고
    • Terms, definitions and measurements to describe the sonographic features of adnexal tumors: A consensus opinion from the international ovarian tumor analysis (IOTA) group
    • Timmerman D., Valentin L., Bourne T.H., Collins W.P., Verrelst H., Vergote I., Terms, definitions and measurements to describe the sonographic features of adnexal tumors: a consensus opinion from the international ovarian tumor analysis (IOTA) group. Ultrasound Obstet Gynecol. 16(5):2000;500-505.
    • (2000) Ultrasound Obstet Gynecol , vol.16 , Issue.5 , pp. 500-505
    • Timmerman, D.1    Valentin, L.2    Bourne, T.H.3    Collins, W.P.4    Verrelst, H.5    Vergote, I.6
  • 50
    • 0025471633 scopus 로고
    • Fundamental concepts of qualitative probabilistic networks
    • Wellman M.P., Fundamental concepts of qualitative probabilistic networks. Artif Intell. 44:1990;257-303.
    • (1990) Artif Intell , vol.44 , pp. 257-303
    • Wellman, M.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.