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Volumn 10, Issue 1, 2010, Pages

A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; BAYES THEOREM; COMPARATIVE STUDY; COMPUTER ASSISTED THERAPY; CRITICAL ILLNESS; DIALYSIS; EVALUATION; FACTUAL DATABASE; HUMAN; INTENSIVE CARE UNIT; LENGTH OF STAY; METHODOLOGY; TIME;

EID: 77649099576     PISSN: None     EISSN: 14726947     Source Type: Journal    
DOI: 10.1186/1472-6947-10-4     Document Type: Article
Times cited : (28)

References (11)
  • 1
    • 1842421269 scopus 로고    scopus 로고
    • Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication
    • 10.1126/science.1091277. 15064413
    • Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. H Jaeger H Haas, Science 2004 304 5667 78 80 10.1126/science.1091277 15064413
    • (2004) Science , vol.304 , Issue.5667 , pp. 78-80
    • Jaeger, H.1    Haas, H.2
  • 2
    • 33846140501 scopus 로고    scopus 로고
    • Echo-state networks used for Motor Control
    • Echo-state networks used for Motor Control. M Salmen P Ploger, Robotics and Automation 2005 18 1953 1958
    • (2005) Robotics and Automation , vol.18 , pp. 1953-1958
    • Salmen, M.1    Ploger, P.2
  • 3
    • 34249874927 scopus 로고    scopus 로고
    • Learning grammatical structure with echo state networks
    • 10.1016/j.neunet.2007.04.013. 17556116
    • Learning grammatical structure with echo state networks. M Tong A Bickett E Christiansen G Cottrell, Neural Networks 2007 20 424 432 10.1016/j.neunet. 2007.04.013 17556116
    • (2007) Neural Networks , vol.20 , pp. 424-432
    • Tong, M.1    Bickett, A.2    Christiansen, E.3    Cottrell, G.4
  • 4
    • 36048986113 scopus 로고    scopus 로고
    • Discovery and inclusion of SOFA score episodes in mortality prediction
    • DOI 10.1016/j.jbi.2007.03.007, PII S153204640700024X, Intelligent Data Analysis in Biomedicine
    • Discovery and inclusion of SOFA score episodes in mortality prediction. T Toma A Abu-Hanna RJ Bosman, J Biomed Inform 2007 40 6 649 660 10.1016/j.jbi.2007.03.007 17485242 (Pubitemid 350088615)
    • (2007) Journal of Biomedical Informatics , vol.40 , Issue.6 , pp. 649-660
    • Toma, T.1    Abu-Hanna, A.2    Bosman, R.-J.3
  • 5
    • 43049180282 scopus 로고    scopus 로고
    • Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction
    • 10.1016/j.artmed.2008.01.002. 18394871
    • Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction. T Toma A Abu-Hanna RJ Bosman, Artif Intell Med 2008 43 1 47 60 10.1016/j.artmed.2008.01.002 18394871
    • (2008) Artif Intell Med , vol.43 , Issue.1 , pp. 47-60
    • Toma, T.1    Abu-Hanna, A.2    Bosman, R.J.3
  • 6
    • 2142699554 scopus 로고    scopus 로고
    • The echo state approach to analyzing and training recurrent neural networks
    • Bremen: German National Research Center for Information Technology
    • The echo state approach to analyzing and training recurrent neural networks. H Jaeger, (Tech. Rep. No. 148) Bremen: German National Research Center for Information Technology 2001
    • (2001) (Tech. Rep. No. 148)
    • Jaeger, H.1
  • 7
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • 10.1037/h0042519. 13602029
    • The perceptron: a probabilistic model for information storage and organization in the brain. F Rosenblatt, Psychol Rev 1958 65 6 386 408 10.1037/h0042519 13602029
    • (1958) Psychol Rev , vol.65 , Issue.6 , pp. 386-408
    • Rosenblatt, F.1
  • 8
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • 10.2307/2531595. 3203132
    • Comparing the Areas Under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach. ER DeLong DM DeLong C-P D, Biometrics 1988 44 837 845 10.2307/2531595 3203132
    • (1988) Biometrics , vol.44 , pp. 837-845
    • Delong, E.R.1    Delong, D.M.2
  • 9
    • 0025861868 scopus 로고
    • On making multiple comparisons in clinical and experimental pharmacology and physiology
    • 10.1111/j.1440-1681.1991.tb01468.x. 1914240
    • On making multiple comparisons in clinical and experimental pharmacology and physiology. J Ludbrook, Clin Exp Pharmacol Physiol 1991 18 6 379 392 10.1111/j.1440-1681.1991.tb01468.x 1914240
    • (1991) Clin Exp Pharmacol Physiol , vol.18 , Issue.6 , pp. 379-392
    • Ludbrook, J.1
  • 10
    • 27944435640 scopus 로고    scopus 로고
    • The use of severity scores in the intensive care unit
    • DOI 10.1007/s00134-005-2825-8
    • The use of severity scores in the intensive care unit. J Le Gall, Intens Care Med 2005 31 1618 1623 10.1007/s00134-005-2825-8 (Pubitemid 41677235)
    • (2005) Intensive Care Medicine , vol.31 , Issue.12 , pp. 1618-1623
    • Le Gall, J.-R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.