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Volumn , Issue , 2011, Pages 2096-2103

Predicting laboratory testing in intensive care using fuzzy and neural modeling

Author keywords

Classification; Fuzzy Models; ICD9; Intensive Care Unit; Knowledge Discovery in Databases; Laboratory testing; Modeling; Neural Networks

Indexed keywords

FUZZY MODELS; ICD9; INTENSIVE CARE; KNOWLEDGE DISCOVERY IN DATABASES; LABORATORY TESTING;

EID: 80053075639     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2011.6007547     Document Type: Conference Paper
Times cited : (4)

References (25)
  • 2
    • 34548845859 scopus 로고    scopus 로고
    • Laboratory testing in the intensive care unit
    • M. E. Ezzie, S. K. Aberegg, and J. M. OB́rien, "Laboratory testing in the intensive care unit," Crit Care Clin, no. 23, pp. 435-465, 2007.
    • (2007) Crit Care Clin , Issue.23 , pp. 435-465
    • Ezzie, M.E.1    Aberegg, S.K.2    Ob́rien, J.M.3
  • 3
    • 56049098160 scopus 로고    scopus 로고
    • Effect of laboratory testing guidelines on the utilization of tests and order entries in a surgical intensive care unit
    • K. Kumwilaisak, A. Noto, U. H. Schmidt, C. I. Beck, C. Crimi, K. Lewandrowski, and L. M. Bigatello., "Effect of laboratory testing guidelines on the utilization of tests and order entries in a surgical intensive care unit," Crit Care Med, vol. 36, no. 11, 2008.
    • (2008) Crit Care Med , vol.36 , Issue.11
    • Kumwilaisak, K.1    Noto, A.2    Schmidt, U.H.3    Beck, C.I.4    Crimi, C.5    Lewandrowski, K.6    Bigatello, L.M.7
  • 4
    • 80053089077 scopus 로고    scopus 로고
    • Written guidelines for laboratory testing in intensive care
    • S. M. Mehari and J. H. Havill., "Written guidelines for laboratory testing in intensive care," Critical Care Resicitation, vol. 3, pp. 158-162, 2001.
    • (2001) Critical Care Resicitation , vol.3 , pp. 158-162
    • Mehari, S.M.1    Havill, J.H.2
  • 6
    • 0025644395 scopus 로고
    • Drug testing of physicians: The danger of false positives
    • R. J. Woolley, "Drug testing of physicians: the danger of false positives," JAMA, vol. 264, no. 24, p. 3148, 1990.
    • (1990) JAMA , vol.264 , Issue.24 , pp. 3148
    • Woolley, R.J.1
  • 7
    • 0026063937 scopus 로고
    • Contaminant blood cultures and resource utilization: The true consequences of false-positive results
    • D. W. Bates, L. Goldman, and T. H. Lee, "Contaminant blood cultures and resource utilization: The true consequences of false-positive results," JAMA, vol. 265, pp. 365-369, 1991.
    • (1991) JAMA , vol.265 , pp. 365-369
    • Bates, D.W.1    Goldman, L.2    Lee, T.H.3
  • 8
    • 0036339704 scopus 로고    scopus 로고
    • Icu cornerstone: Changing our view of blood transfusions
    • W. L. Lee and G. P. Downey, "Icu cornerstone: Changing our view of blood transfusions," Crit. Care, vol. 6, no. 4, pp. 291-292, 2002.
    • (2002) Crit. Care , vol.6 , Issue.4 , pp. 291-292
    • Lee, W.L.1    Downey, G.P.2
  • 9
    • 0002283033 scopus 로고    scopus 로고
    • From data mining to knowledge discovery in databases
    • U. Fayyad, G. P.-Shapiro, and P. Smyth., "From data mining to knowledge discovery in databases," AI Magazine, vol. 17(3), pp. 37-54, 1996.
    • (1996) AI Magazine , vol.17 , Issue.3 , pp. 37-54
    • Fayyad, U.1    Shapiro, G.P.2    Smyth, P.3
  • 11
    • 80053082399 scopus 로고    scopus 로고
    • N.C. for health statistics (NCHS), the Centers for Medicare, and M. S. (CMS) NCHS
    • N. C. for Health Statistics (NCHS), the Centers for Medicare, and M. S. (CMS), The Int Class Diseases, 9th Rev, Clinical Modification. NCHS, 2008.
    • (2008) The Int Class Diseases, 9th Rev, Clinical Modification
  • 12
    • 2242429406 scopus 로고    scopus 로고
    • Trends in data mining and knowledge discovery
    • Pal N.R., Jain, L.C. and Teoderesku, N. (Eds.) Springer
    • K. Cios, L. Kurgan, K. J. Cios, and L. A. Kurgan, "Trends in data mining and knowledge discovery," in In: Pal N.R., Jain, L.C. and Teoderesku, N. (Eds.), Knowledge Discovery in Advanced Information Systems. Springer, 2005, pp. 200-202.
    • (2005) Knowledge Discovery in Advanced Information Systems , pp. 200-202
    • Cios, K.1    Kurgan, L.2    Cios, K.J.3    Kurgan, L.A.4
  • 16
    • 0002629270 scopus 로고
    • Maximum likelihood estimation from incomplete data via the em algorithm
    • N. M. L. A. P. Dempster and D. B. Rubin, "Maximum likelihood estimation from incomplete data via the em algorithm," J. Roy. Stat. Soc., vol. 39, pp. 1-38, 1977.
    • (1977) J. Roy. Stat. Soc. , vol.39 , pp. 1-38
    • Dempster, N.M.L.A.P.1    Rubin, D.B.2
  • 18
    • 0027544110 scopus 로고
    • A fuzzy-logic-based approach to qualitative modeling
    • M. Sugeno and T. Yasukawa, "A fuzzy-logic-based approach to qualitative modeling," IEEE Trans. on Fuzzy Systems, vol. 1, pp. 7-31, 1993.
    • (1993) IEEE Trans. on Fuzzy Systems , vol.1 , pp. 7-31
    • Sugeno, M.1    Yasukawa, T.2
  • 20
    • 84880481157 scopus 로고    scopus 로고
    • Predicting outcomes of septic shock patients using feature selection based on soft computing techniques
    • Applications 13th International Conference, IPMU 2010 R. K. E. Huellermeier and F. Hoffmann, Eds. SpringerVerlag Berlin Heidelberg
    • A. S. Fialho, F. Cismondi, S. M. Vieira, J. M. C. Sousa, S. R. Reti, M. D. Howell, and S. N. Finkelstein, "Predicting outcomes of septic shock patients using feature selection based on soft computing techniques," in Applications 13th International Conference, IPMU 2010, Proceedings, Part II, ser. Communications in Computer and Information Science (CCIS), R. K. E. Huellermeier and F. Hoffmann, Eds., vol. 81. SpringerVerlag Berlin Heidelberg, 2010, pp. 65-74.
    • (2010) Proceedings, Part II, ser. Communications in Computer and Information Science (CCIS) , vol.81 , pp. 65-74
    • Fialho, A.S.1    Cismondi, F.2    Vieira, S.M.3    Sousa, J.M.C.4    Reti, S.R.5    Howell, M.D.6    Finkelstein, S.N.7
  • 21
    • 38849091997 scopus 로고    scopus 로고
    • Evaluating the added predictive ability of a new marker: From AUC to reclassification and beyond
    • R. D. Sr., R. D. Jr.
    • M. Pencina, R. D. Sr., R. D. Jr., and R. Vasan, "Evaluating the added predictive ability of a new marker: From AUC to reclassification and beyond," Statistics in Medicine, vol. 27, pp. 157-172, 2008.
    • (2008) Statistics in Medicine , vol.27 , pp. 157-172
    • Pencina, M.1    Vasan, R.2
  • 24
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modelling and control
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modelling and control," IEEE Trans. on Systems, Man and Cybernetics, vol. 15, pp. 116-132, 1985.
    • (1985) IEEE Trans. on Systems, Man and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.