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Volumn 26, Issue 1-2, 2002, Pages 37-54

Data mining a diabetic data warehouse

Author keywords

Data mining; Data mining software CART; Diabetes

Indexed keywords

DATA MINING; DATA REDUCTION; DATA WAREHOUSES; DATABASE SYSTEMS; DISEASES;

EID: 0036753856     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0933-3657(02)00051-9     Document Type: Article
Times cited : (126)

References (36)
  • 1
    • 0003949697 scopus 로고    scopus 로고
    • National Health Interview Survey (US) and National Center for Health Statistics (US). US Department of Health and Human Services. Centers for Disease Control and Prevention. Hyattsville (MD): National Center for Health Statistics
    • Adams PF, Hendershot GE, Marano MA. National Health Interview Survey (US) and National Center for Health Statistics (US). Current Estimates from the National Health Interview Survey, 1996. US Department of Health and Human Services. Centers for Disease Control and Prevention. Hyattsville (MD): National Center for Health Statistics, 1999.
    • (1999) Current Estimates from the National Health Interview Survey, 1996
    • Adams, P.F.1    Hendershot, G.E.2    Marano, M.A.3
  • 3
    • 0343952984 scopus 로고    scopus 로고
    • Intelligent analysis of clinical time series: An application in the diabetes mellitus domain
    • Bellazzi R., Larizza C., Magni P., Montani S., Stefanelli M. Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artif. Intell. Med. 20:2000;37-57.
    • (2000) Artif. Intell. Med. , vol.20 , pp. 37-57
    • Bellazzi, R.1    Larizza, C.2    Magni, P.3    Montani, S.4    Stefanelli, M.5
  • 5
    • 0011234786 scopus 로고    scopus 로고
    • Trondheim (Norway): Department of Computer Systems and Telematics, University of Trondheim
    • Bjorvand AT. Time series and rough sets. Trondheim (Norway): Department of Computer Systems and Telematics, University of Trondheim, 1996. p. 75.
    • (1996) Time Series and Rough Sets , pp. 75
    • Bjorvand, A.T.1
  • 6
    • 0035203243 scopus 로고    scopus 로고
    • Epidemiology, costs, consequences, and pathophysiology of type-2 diabetes: An American epidemic
    • Blonde L. Epidemiology, costs, consequences, and pathophysiology of type-2 diabetes: an American epidemic. The Ochsner J. 3:2001;126-131.
    • (2001) The Ochsner J. , vol.3 , pp. 126-131
    • Blonde, L.1
  • 7
    • 0019953906 scopus 로고
    • Discovery, confirmation, and incorporation of causal relationships from a large time-oriented clinical database: The RX project
    • Blum R.L. Discovery, confirmation, and incorporation of causal relationships from a large time-oriented clinical database: the RX project. Comput. Biomed. Res. 15:1982;165-187.
    • (1982) Comput. Biomed. Res. , vol.15 , pp. 165-187
    • Blum, R.L.1
  • 9
    • 79958170782 scopus 로고    scopus 로고
    • Data mining diabetic databases: Are rough sets a useful addition?
    • Goodman A, Smyth P, Ge X, Wegman E, editors, Fairfax, VA. Costa Mesa (CA): The Interface Foundation of North America, in press
    • Breault JL. Data mining diabetic databases: are rough sets a useful addition? In: Goodman A, Smyth P, Ge X, Wegman E, editors. Proceedings of the 33rd Symposium on the Interface, Computing Science and Statistics, Fairfax, VA. Costa Mesa (CA): The Interface Foundation of North America, in press.
    • Proceedings of the 33rd Symposium on the Interface, Computing Science and Statistics
    • Breault, J.L.1
  • 10
    • 2142650625 scopus 로고    scopus 로고
    • Mathematical challenges of variable transformations in data mining diabetic data warehouses
    • 2002 Jan 14-18. Los Angeles (CA): UCLA Institute of Pure and Applied Mathematics
    • Breault JL, Goodall CR. Mathematical challenges of variable transformations in data mining diabetic data warehouses. In: Proceedings of the Conference on Mathematical Challenges in Scientific Data Mining, 2002 Jan 14-18. Los Angeles (CA): UCLA Institute of Pure and Applied Mathematics, 2002.
    • (2002) Proceedings of the Conference on Mathematical Challenges in Scientific Data Mining
    • Breault, J.L.1    Goodall, C.R.2
  • 12
    • 0030294256 scopus 로고    scopus 로고
    • Blindness caused by diabetes, 1987-1994, MA
    • CDC. Blindness caused by diabetes, 1987-1994, MA. MMWR Morb Mortal Wkly Rep 1996; 45:937-41.
    • (1996) MMWR Morb Mortal Wkly Rep , vol.45 , pp. 937-941
  • 15
    • 2142828481 scopus 로고    scopus 로고
    • Data squashing: Constructing summary data sets
    • Goodman A, Smyth P, Ge X, Wegman E, editors, Fairfax, VA. Costa Mesa (CA): The Interface Foundation of North America, in press
    • DuMouchel W. Data squashing: constructing summary data sets. In: Goodman A, Smyth P, Ge X, Wegman E, editors. Proceedings of the 33rd Symposium on the Interface, Computing Science and Statistics, Fairfax, VA. Costa Mesa (CA): The Interface Foundation of North America, in press.
    • Proceedings of the 33rd Symposium on the Interface, Computing Science and Statistics
    • DuMouchel, W.1
  • 19
    • 2142750113 scopus 로고
    • Massive data sets in healthcare
    • National Academy of Sciences. Washington, DC: National Research Council
    • Goodall C. Massive data sets in healthcare. In: Proceedings of the Massive Data Sets Committee on Applied and Theoretical Statistics. National Academy of Sciences. Washington, DC: National Research Council, 1995. Online publication at http://bob.nap.edu/html/massdata/media/cgoodall-t.html.
    • (1995) Proceedings of the Massive Data Sets Committee on Applied and Theoretical Statistics
    • Goodall, C.1
  • 20
    • 0033245951 scopus 로고    scopus 로고
    • Data mining of massive datasets in healthcare
    • Goodall C.R. Data mining of massive datasets in healthcare. J. Comput. Graph. Stat. 8:1999;620-634.
    • (1999) J. Comput. Graph. Stat. , vol.8 , pp. 620-634
    • Goodall, C.R.1
  • 21
    • 84941190371 scopus 로고    scopus 로고
    • Time-series similarity measures (tutorial PM-2)
    • Ramakrishnan R, Stolfo S, editors. KDD-2000: Tutorials, 2000 Aug 20-23, Boston, MA. New York: Association for Computing Machinery
    • Gunopulos D, Das G. Time-series similarity measures (tutorial PM-2). In: Ramakrishnan R, Stolfo S, editors. KDD-2000: Tutorials. Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2000 Aug 20-23, Boston, MA. New York: Association for Computing Machinery, 2000. p. 243-307.
    • (2000) Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 243-307
    • Gunopulos, D.1    Das, G.2
  • 23
    • 2142694324 scopus 로고    scopus 로고
    • Data mining in disease management: A diabetes case study
    • Mizoguchi R, Slaney JK, editors. PRICAI 2000, 2000 Aug 28-Sept 1, Melbourne, Australia. Topics in artificial intelligence. Berlin: Springer
    • He H, Koesmarno H, Van T, Huang Z. Data mining in disease management: a diabetes case study. In: Mizoguchi R, Slaney JK, editors. PRICAI 2000. Proceedings of the 6th Pacific Rim International Conference on Artificial Intelligence, 2000 Aug 28-Sept 1, Melbourne, Australia. Topics in artificial intelligence. Berlin: Springer, 2000. p. 799.
    • (2000) Proceedings of the 6th Pacific Rim International Conference on Artificial Intelligence , pp. 799
    • He, H.1    Koesmarno, H.2    Van, T.3    Huang, Z.4
  • 24
    • 2142646410 scopus 로고    scopus 로고
    • Baton Rouge (LA): Department of Health and Hospitals
    • Hood D. Louisiana health report card, 2001. State of Louisiana. Baton Rouge (LA): Department of Health and Hospitals. http://www.dhh.state.la.us/OPH/statctr/4Report%20Card/2001/ 2001LouisianaHealthReportCard.pdf.
    • (2001) Louisiana Health Report Card
    • Hood, D.1
  • 25
    • 0034592804 scopus 로고    scopus 로고
    • Exploration mining in diabetic patients databases: Findings and conclusions
    • Ramakrishnan R, Stolfo S, editors. KDD-2000, 2000 Aug 20-23, Boston, MA. New York: Association for Computing Machinery
    • Hsu W, Lee ML, Liu B, Ling TW. Exploration mining in diabetic patients databases: findings and conclusions. In: Ramakrishnan R, Stolfo S, editors. KDD-2000. Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2000 Aug 20-23, Boston, MA. New York: Association for Computing Machinery, 2000. p. 430-6.
    • (2000) Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 430-436
    • Hsu, W.1    Lee, M.L.2    Liu, B.3    Ling, T.W.4
  • 26
    • 0000092269 scopus 로고    scopus 로고
    • Adaptive query processing for time-series data
    • Chaudhuri S, Madigan D, editors. KDD-99, 1999 Aug 15-18, San Diego, CA. New York: Association for Computing Machinery
    • Huang YW, Yu PS. Adaptive query processing for time-series data. In: Chaudhuri S, Madigan D, editors. KDD-99. Proceedings Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999 Aug 15-18, San Diego, CA. New York: Association for Computing Machinery, 1999. p. 282-6.
    • (1999) Proceedings Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 282-286
    • Huang, Y.W.1    Yu, P.S.2
  • 28
    • 2142819947 scopus 로고    scopus 로고
    • Louisiana state center for health statistics, Department of Health and Hospitals, Office of Public Health
    • LADHH, 1999. Data Tables, 2000. Louisiana state center for health statistics, Department of Health and Hospitals, Office of Public Health. http://www.dhh.state.la.us/OPH/statctr/1Tables/1999/Parish/t26_99i.xls.
    • (1999) Data Tables
  • 29
    • 2142805855 scopus 로고
    • Intelligent analysis techniques for diabetes data time series
    • Lasker GE, Liu X, editors. Baden-Baden (Germany): IIAS Press
    • Riva A, Bellazzi R. Intelligent analysis techniques for diabetes data time series. In: Lasker GE, Liu X, editors. Advances in Intelligent Data Analysis. Baden-Baden (Germany): IIAS Press, 1995. p. 144-8.
    • (1995) Advances in Intelligent Data Analysis , pp. 144-148
    • Riva, A.1    Bellazzi, R.2
  • 30
    • 0029781895 scopus 로고    scopus 로고
    • Object-oriented development of a concept learning system for time-centered clinical data
    • Sakamoto N. Object-oriented development of a concept learning system for time-centered clinical data. J. Med. Syst. 20:1996;183-196.
    • (1996) J. Med. Syst. , vol.20 , pp. 183-196
    • Sakamoto, N.1
  • 31
    • 0002621385 scopus 로고
    • Disability in diabetes
    • National Diabetes Data Group (US), National Institute of Diabetes and Digestive and Kidney Diseases (US) and National Institutes of Health (US), editors. Bethesda (MD): National Institutes of Health National Institute of Diabetes and Digestive and Kidney Diseases
    • Songer TJ. Disability in diabetes. In: National Diabetes Data Group (US), National Institute of Diabetes and Digestive and Kidney Diseases (US) and National Institutes of Health (US), editors. Proceedings of the conference on Diabetes in America. 2nd ed. Bethesda (MD): National Institutes of Health National Institute of Diabetes and Digestive and Kidney Diseases, 1995. p. 259-82.
    • (1995) Proceedings of the Conference on Diabetes in America. 2nd Ed. , pp. 259-282
    • Songer, T.J.1
  • 32
    • 84936941069 scopus 로고    scopus 로고
    • Rough set data mining of diabetes data
    • Ras Z, Skowron A, editors, 1999 June 8-11 Warsaw, Poland. ISMIS 1999. Berlin: Springer
    • Stepaniuk J, Rough set data mining of diabetes data. In: Ras Z, Skowron A, editors. Proceedings of the 11th International Symposium on Foundations of Intelligent Systems, 1999 June 8-11 Warsaw, Poland. ISMIS 1999. Berlin: Springer, 1999. p. 457-65.
    • (1999) Proceedings of the 11th International Symposium on Foundations of Intelligent Systems , pp. 457-465
    • Stepaniuk, J.1
  • 33
    • 0001633126 scopus 로고    scopus 로고
    • ROC and CART analysis of subcutaneous adipose tissue topography (SAT-Top) in type-2 diabetic women and healthy females
    • Tafeit E., Moller R., Sudi K., Reibnegger G. ROC and CART analysis of subcutaneous adipose tissue topography (SAT-Top) in type-2 diabetic women and healthy females. Am. J. Hum. Biol. 12:2000;388-394.
    • (2000) Am. J. Hum. Biol. , vol.12 , pp. 388-394
    • Tafeit, E.1    Moller, R.2    Sudi, K.3    Reibnegger, G.4
  • 34
    • 78149235437 scopus 로고    scopus 로고
    • Timberlake Consultants. CART frequently asked questions, 2001. http://www.timberlake.co.uk/software/cart/cartfaq1.htm#q23 .
    • (2001) CART Frequently Asked Questions
  • 35
    • 0034575783 scopus 로고    scopus 로고
    • Event discovery in medical time-series data
    • Tsien CL. Event discovery in medical time-series data. Proc AMIA Symp 2000:858-62.
    • (2000) Proc AMIA Symp , pp. 858-862
    • Tsien, C.L.1
  • 36
    • 0030866915 scopus 로고    scopus 로고
    • Linking a hospital diabetes database and the national health service central register: A way to establish accurate mortality and movement data
    • Weng C., Coppini D.V., Sonksen P.H. Linking a hospital diabetes database and the national health service central register: a way to establish accurate mortality and movement data. Diabet. Med. 14:1997;877-883.
    • (1997) Diabet. Med. , vol.14 , pp. 877-883
    • Weng, C.1    Coppini, D.V.2    Sonksen, P.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.