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Volumn 363 AICT, Issue PART 1, 2011, Pages 270-279

Knowledge discovery and risk prediction for chronic diseases: An integrated approach

Author keywords

chronic disease ontology; Knowledge discovery; knowledge representation; personalized risk evaluation system

Indexed keywords

DATA MINING; DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; FUZZY INFERENCE; FUZZY SYSTEMS; GENES; KNOWLEDGE REPRESENTATION; ONTOLOGY; RISK ANALYSIS; RISK ASSESSMENT; ARTIFICIAL INTELLIGENCE;

EID: 80055059187     PISSN: 18684238     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-23957-1_31     Document Type: Conference Paper
Times cited : (3)

References (30)
  • 1
    • 33846508631 scopus 로고    scopus 로고
    • Global, local and personalized modeling and profile discovery in Bioinformatics: An integrated approach
    • Kasabov, N.: Global, local and personalized modeling and profile discovery in Bioinformatics: An integrated approach. Pattern Recognition Letters 28(6), 673-685 (2007)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.6 , pp. 673-685
    • Kasabov, N.1
  • 2
    • 35148839490 scopus 로고
    • A translation approach to portable ontologies
    • Gruber, T.R.: A translation approach to portable ontologies. Knowledge Acquisition 5, 199-220 (1993)
    • (1993) Knowledge Acquisition , vol.5 , pp. 199-220
    • Gruber, T.R.1
  • 5
    • 34548294542 scopus 로고    scopus 로고
    • Technical Report IRP Report 2005, Electronics and Computer Science, U of Southampton
    • Owens, A.: Semantic Storage: Overview and Assessment. Technical Report IRP Report 2005, Electronics and Computer Science, U of Southampton (2005)
    • (2005) Semantic Storage: Overview and Assessment
    • Owens, A.1
  • 7
    • 12444318777 scopus 로고    scopus 로고
    • The need for a large-scale trial of fibrate therapy in diabetes: The rationale and design of the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) study
    • The FIELD Study Investigators. ISRCTN64783481
    • The FIELD Study Investigators. The need for a large-scale trial of fibrate therapy in diabetes: the rationale and design of the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) study. ISRCTN64783481. Cardiovascular Diabetology 3, 9 pages (2004)
    • (2004) Cardiovascular Diabetology , vol.3 , pp. 9
  • 8
    • 84864161581 scopus 로고    scopus 로고
    • New Zealand Guidelines Group, Wellington
    • New Zealand Guidelines Group. Management of diabetes. New Zealand Guidelines Group, Wellington (2003(a), http://www.nzgg.org.nz/guidelines/dsp- guideline-popup.cfm?guidelineID=36
    • (2003) Management of Diabetes
  • 9
    • 0033740932 scopus 로고    scopus 로고
    • The Mt. Hood challenge: Cross-testing two diabetes simulation models
    • Brown, J.B., Palmer, A.J., et al.: The Mt. Hood challenge: cross-testing two diabetes simulation models. Diabetes Research and Clinical Practice 50(3), S57-S64 (2000a)
    • (2000) Diabetes Research and Clinical Practice , vol.50 , Issue.3
    • Brown, J.B.1    Palmer, A.J.2
  • 11
    • 0042743790 scopus 로고    scopus 로고
    • The diabetes risk score. A practical tool to predict type-2 diabetes risk
    • Lindstrom, J., Tuomilehto, J.: The diabetes risk score. A practical tool to predict type-2 diabetes risk. Diabetes Care 26(3), 725-731 (2003)
    • (2003) Diabetes Care , vol.26 , Issue.3 , pp. 725-731
    • Lindstrom, J.1    Tuomilehto, J.2
  • 12
    • 0242300709 scopus 로고    scopus 로고
    • Archimedes. A trial-validated model of diabetes
    • Eddy, D.M., Schlessinger, L.: Archimedes. A trial-validated model of diabetes. Diabetes Care 26(11), 3093-3101 (2003a)
    • (2003) Diabetes Care , vol.26 , Issue.11 , pp. 3093-3101
    • Eddy, D.M.1    Schlessinger, L.2
  • 13
    • 0242300707 scopus 로고    scopus 로고
    • Validation of the Archimedes diabetes model
    • Eddy, D.M., Schlessinger, L.: Validation of the Archimedes diabetes model. Diabetes Care 26(11), 3102-3110 (2003b)
    • (2003) Diabetes Care , vol.26 , Issue.11 , pp. 3102-3110
    • Eddy, D.M.1    Schlessinger, L.2
  • 14
    • 34547671064 scopus 로고    scopus 로고
    • Diabetes risk score in Oman: A tool to identify prevalent type-2 diabetes among Arabs of the Middle East
    • Al-Lawati, J.A., Tuomilehto, J.: Diabetes risk score in Oman: A tool to identify prevalent type-2 diabetes among Arabs of the Middle East. Diabetes Research and Clinical Practice 77, 438-444 (2007)
    • (2007) Diabetes Research and Clinical Practice , vol.77 , pp. 438-444
    • Al-Lawati, J.A.1    Tuomilehto, J.2
  • 15
    • 65349192772 scopus 로고    scopus 로고
    • Joint effects of common genetic variants on the risk of type-2 diabetes in U. S. men and women of European ancestry
    • Cornelis, M., Qi, L., et al.: Joint effects of common genetic variants on the risk of type-2 diabetes in U. S. men and women of European ancestry. Annals of Internal Medicine 150, 541-550 (2009)
    • (2009) Annals of Internal Medicine , vol.150 , pp. 541-550
    • Cornelis, M.1    Qi, L.2
  • 16
    • 49649095475 scopus 로고    scopus 로고
    • Validation of prediction of diabetes by the Archimedes Model and comparison with other predictiong models
    • Stern, M., Williams, K., et al.: Validation of prediction of diabetes by the Archimedes Model and comparison with other predictiong models. Diabetes Care 31(8), 1670-1671 (2008)
    • (2008) Diabetes Care , vol.31 , Issue.8 , pp. 1670-1671
    • Stern, M.1    Williams, K.2
  • 17
    • 33751249040 scopus 로고    scopus 로고
    • TWNFI - A transductive neuro-fuzzy inference system with weighted data normalization for personalized modeling
    • Song, Q., Kasabov, N.: TWNFI - a transductive neuro-fuzzy inference system with weighted data normalization for personalized modeling. Neural Networks 19(10), 1591-1596 (2006)
    • (2006) Neural Networks , vol.19 , Issue.10 , pp. 1591-1596
    • Song, Q.1    Kasabov, N.2
  • 19
    • 0003268983 scopus 로고    scopus 로고
    • Explanation-based generalization: A unified view
    • Mitchell, M.T., Keller, R., et al.: Explanation-based generalization: A unified view. Machine Learning 1(1), 47-80 (1997)
    • (1997) Machine Learning , vol.1 , Issue.1 , pp. 47-80
    • Mitchell, M.T.1    Keller, R.2
  • 21
    • 0023999614 scopus 로고
    • Fuzzy logic
    • Zadeh, L.A.: Fuzzy logic. IEEE Computer 21, 83-93 (1988)
    • (1988) IEEE Computer , vol.21 , pp. 83-93
    • Zadeh, L.A.1
  • 22
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems, Man, and Cybernetics 15, 116-132 (1985)
    • (1985) IEEE Transactions on Systems, Man, and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 23
    • 67349211789 scopus 로고    scopus 로고
    • Inactivation of the Fto gene protects from obesity
    • Fischer, J., Koch, L., et al.: Inactivation of the Fto gene protects from obesity. Nature 458, 894-899 (2009)
    • (2009) Nature , vol.458 , pp. 894-899
    • Fischer, J.1    Koch, L.2
  • 26
    • 80055044134 scopus 로고    scopus 로고
    • Integrated optimisation method for personalised modelling and case study applications
    • Kasabov, N., Hu, Y.: Integrated optimisation method for personalised modelling and case study applications. Int. Journal of Functional Informatics and Personalised Medicine 3(3), 236-256 (2010)
    • (2010) Int. Journal of Functional Informatics and Personalised Medicine , vol.3 , Issue.3 , pp. 236-256
    • Kasabov, N.1    Hu, Y.2
  • 27
    • 70450160633 scopus 로고    scopus 로고
    • Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data
    • Alippi, C., Polycarpou, M., Panayiotou, C., Ellinas, G. (eds.) ICANN 2009, Part II. Springer, Heidelberg ISBN/ISSN: 978-3-642-04276-8
    • Fiasché, M., Verma, A., Cuzzola, M., Iacopino, P., Kasabov, N., Morabito, F.C.: Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data. In: Alippi, C., Polycarpou, M., Panayiotou, C., Ellinas, G. (eds.) ICANN 2009, Part II. LNCS, vol. 5769, pp. 10-19. Springer, Heidelberg (2009) ISBN/ISSN: 978-3-642-04276-8
    • (2009) LNCS , vol.5769 , pp. 10-19
    • Fiasché, M.1    Verma, A.2    Cuzzola, M.3    Iacopino, P.4    Kasabov, N.5    Morabito, F.C.6
  • 28
    • 78049383151 scopus 로고    scopus 로고
    • Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis
    • Diamantaras, K., Duch, W., Iliadis, L.S. (eds.) ICANN 2010, Part I. Springer, Heidelberg
    • Fiasché, M., Cuzzola, M., Fedele, R., Iacopino, P., Morabito, F.C.: Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis. In: Diamantaras, K., Duch, W., Iliadis, L.S. (eds.) ICANN 2010, Part I. LNCS, vol. 6352, pp. 217-223. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6352 , pp. 217-223
    • Fiasché, M.1    Cuzzola, M.2    Fedele, R.3    Iacopino, P.4    Morabito, F.C.5
  • 29
    • 79961057483 scopus 로고    scopus 로고
    • Advances in Medical Decision Support Systems for Diagnosis of Acute Graft-versus-Host Disease: Molecular and Computational Intelligence Joint Approaches
    • doi: 10.1007/s11515-011-1124-8
    • Fiasché, M., Cuzzola, M., Irrera, G., Iacopino, P., Morabito, F.C.: Advances in Medical Decision Support Systems for Diagnosis of Acute Graft-versus-Host Disease: Molecular and Computational Intelligence Joint Approaches. Frontiers in Biology, doi: 10.1007/s11515-011-1124-8
    • Frontiers in Biology
    • Fiasché, M.1    Cuzzola, M.2    Irrera, G.3    Iacopino, P.4    Morabito, F.C.5
  • 30
    • 84864163574 scopus 로고    scopus 로고
    • Personalized Modeling based Gene Selection for acute GvHD Gene Expression Data Analysis: A Computational Framework Proposed
    • Machine Learning Applications (Part II)
    • Fiasché, M., Cuzzola, M., Iacopino, P., Kasabov, N., Morabito, F.C.: Personalized Modeling based Gene Selection for acute GvHD Gene Expression Data Analysis: a Computational Framework Proposed. Australian Journal of Intelligent Information Processing Systems 12(4) (2010); Machine Learning Applications (Part II)
    • (2010) Australian Journal of Intelligent Information Processing Systems , vol.12 , Issue.4
    • Fiasché, M.1    Cuzzola, M.2    Iacopino, P.3    Kasabov, N.4    Morabito, F.C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.