메뉴 건너뛰기




Volumn 21, Issue 3, 2006, Pages 167-170

Applications of artificial intelligence systems in the analysis of epidemiological data

Author keywords

Algorithm; Data mining; Epidemiology; Mass database

Indexed keywords

ALGORITHM; ARTIFICIAL INTELLIGENCE; MEDICAL LITERATURE; POPULATION MODEL; REVIEW; STATISTICAL ANALYSIS;

EID: 33645102754     PISSN: 03932990     EISSN: 15737284     Source Type: Journal    
DOI: 10.1007/s10654-006-0005-y     Document Type: Review
Times cited : (21)

References (28)
  • 1
    • 20444401179 scopus 로고    scopus 로고
    • Infection control and quality health care in the new millennium
    • 5
    • D. Pittet 2005 Infection control and quality health care in the new millennium Am J Infect Control 33 5 258 267
    • (2005) Am J Infect Control , vol.33 , pp. 258-267
    • Pittet, D.1
  • 2
    • 4444262949 scopus 로고    scopus 로고
    • The effective use of a summary table and decision tree methodology to analyze very large healthcare datasets
    • 3
    • D Sibbritt R. Gibberd 2004 The effective use of a summary table and decision tree methodology to analyze very large healthcare datasets Health Care Manag Sci 7 3 163 171
    • (2004) Health Care Manag Sci , vol.7 , pp. 163-171
    • Sibbritt, D.1    Gibberd, R.2
  • 3
    • 13444304032 scopus 로고    scopus 로고
    • Mining genetic epidemiology data with Bayesian networks application to APOE gene variation and plasma lipid levels
    • 1
    • A Rodin TH Mosley Jr. AG Clark CF Sing E. Boerwinkle 2005 Mining genetic epidemiology data with Bayesian networks application to APOE gene variation and plasma lipid levels J Comput Biol 12 1 1 11
    • (2005) J Comput Biol , vol.12 , pp. 1-11
    • Rodin, A.1    Mosley Jr., T.H.2    Clark, A.G.3    Sing, C.F.4    Boerwinkle, E.5
  • 4
    • 19344364327 scopus 로고    scopus 로고
    • Predicting breast cancer survivability: A comparison of three data mining methods
    • 2
    • D Delen G Walker A. Kadam 2005 Predicting breast cancer survivability: A comparison of three data mining methods Artif Intell Med 34 2 113 127
    • (2005) Artif Intell Med , vol.34 , pp. 113-127
    • Delen, D.1    Walker, G.2    Kadam, A.3
  • 9
    • 23444442253 scopus 로고    scopus 로고
    • Classification of drugs in absorption classes using the classification and regression trees (CART) methodology
    • 1-2
    • E Deconinck T Hancock D Coomans DL Massart YV. Heyden 2005 Classification of drugs in absorption classes using the classification and regression trees (CART) methodology J Pharm Biomed Anal 39 1-2 91 103
    • (2005) J Pharm Biomed Anal , vol.39 , pp. 91-103
    • Deconinck, E.1    Hancock, T.2    Coomans, D.3    Massart, D.L.4    Heyden, Y.V.5
  • 10
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • JH. Friedman 1991 Multivariate adaptive regression splines Ann Statist 19 1 141
    • (1991) Ann Statist , vol.19 , pp. 1-141
    • Friedman, J.H.1
  • 13
    • 0141726781 scopus 로고    scopus 로고
    • Rapid characterization of organic resource quality for soil and livestock management in tropical agroecosystems using near-infrared spectroscopy
    • KD Shepherd CA Palm CN Gachengo B. Vanlauwe 2003 Rapid characterization of organic resource quality for soil and livestock management in tropical agroecosystems using near-infrared spectroscopy Agron J 95 1314 1322
    • (2003) Agron J , vol.95 , pp. 1314-1322
    • Shepherd, K.D.1    Palm, C.A.2    Gachengo, C.N.3    Vanlauwe, B.4
  • 15
    • 26944473199 scopus 로고    scopus 로고
    • Comparison of tree based methods on mammography data
    • RD Veaux T. Hoàng 2005 Comparison of tree based methods on mammography data Lect Notes in Comput Sci 3518 186 191
    • (2005) Lect Notes in Comput Sci , vol.3518 , pp. 186-191
    • Veaux, R.D.1    Hoàng, T.2
  • 17
    • 21144472438 scopus 로고
    • Model selection via multifold cross validation
    • P. Zhang 1993 Model selection via multifold cross validation Ann Statist 21 299 313
    • (1993) Ann Statist , vol.21 , pp. 299-313
    • Zhang, P.1
  • 18
    • 0032736994 scopus 로고    scopus 로고
    • Classification and regression tree analysis of 1000 consecutive patients with unknown primary carcinoma
    • KR Hess MC Abbruzzese R Lenzi MN Raber JL. Abbrozzese 1999 Classification and regression tree analysis of 1000 consecutive patients with unknown primary carcinoma Clin Cancer Res 5 3403 3410
    • (1999) Clin Cancer Res , vol.5 , pp. 3403-3410
    • Hess, K.R.1    Abbruzzese, M.C.2    Lenzi, R.3    Raber, M.N.4    Abbrozzese, J.L.5
  • 19
    • 0034879004 scopus 로고    scopus 로고
    • Classification methods for the identification of 'case' in epidemiological diagnosis of asthma
    • M Grassi S Villani A. Marinoni 2001 Classification methods for the identification of 'case' in epidemiological diagnosis of asthma Eur J Epidemiol 17 19 29
    • (2001) Eur J Epidemiol , vol.17 , pp. 19-29
    • Grassi, M.1    Villani, S.2    Marinoni, A.3
  • 20
    • 0036559582 scopus 로고    scopus 로고
    • Novel statistical classification model of type 2 diabetes mellitus patients for tailor-made prevention using data mining algorithm
    • 3
    • K Miyaki I Takei K Watanabe H Nakashima K Watanabe K. Omae 2002 Novel statistical classification model of type 2 diabetes mellitus patients for tailor-made prevention using data mining algorithm J Epidemiol 12 3 243 248
    • (2002) J Epidemiol , vol.12 , pp. 243-248
    • Miyaki, K.1    Takei, I.2    Watanabe, K.3    Nakashima, H.4    Watanabe, K.5    Omae, K.6
  • 21
    • 0034798155 scopus 로고    scopus 로고
    • Common disease analysis using Multivariate Adaptive Regression Splines (MARS): Genetic Analysis Workshop 12 simulated sequence data
    • Suppl1
    • TP York LJ. Eaves 2001 Common disease analysis using Multivariate Adaptive Regression Splines (MARS): Genetic Analysis Workshop 12 simulated sequence data Genet Epidemiol 21 Suppl1 S649 S654
    • (2001) Genet Epidemiol , vol.21
    • York, T.P.1    Eaves, L.J.2
  • 25
    • 0020327408 scopus 로고
    • Vitamins e and a in vascular diseases
    • 1-2
    • U. Butturini 1982 Vitamins E and A in vascular diseases Acta Vitaminol Enzymol 4 1-2 15 19
    • (1982) Acta Vitaminol Enzymol , vol.4 , pp. 15-19
    • Butturini, U.1
  • 27
    • 0037840165 scopus 로고    scopus 로고
    • Use of antioxidant vitamins for the prevention of cardiovascular disease: Meta-analysis of randomised trials
    • 9374
    • DP Vivekananthan MS Penn SK Sapp A Hsu EJ. Topol 2003 Use of antioxidant vitamins for the prevention of cardiovascular disease: Meta-analysis of randomised trials Lancet 361 9374 2017 2023
    • (2003) Lancet , vol.361 , pp. 2017-2023
    • Vivekananthan, D.P.1    Penn, M.S.2    Sapp, S.K.3    Hsu, A.4    Topol, E.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.