메뉴 건너뛰기




Volumn 1701, Issue , 1999, Pages 219-230

Development of decision support algorithms for intensive care medicine: A new approach combining time series analysis and a knowledge base system with learning and revision capabilities

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA HANDLING; DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; HARMONIC ANALYSIS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MEDICAL COMPUTING;

EID: 84947905880     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-48238-5_18     Document Type: Conference Paper
Times cited : (6)

References (24)
  • 1
    • 84920308361 scopus 로고    scopus 로고
    • Analysis of high dimensional data from intensive care medicine
    • Payne R (ed), Springer-Verlag, Berlin
    • Bauer M, Gather U, Imhoff M (in print): Analysis of high dimensional data from intensive care medicine. In: Payne R (ed) Proceeding in Computatinal Statistics, Springer-Verlag, Berlin
    • Proceeding in Computatinal Statistics
    • Bauer, M.1    Gather, U.2    Imhoff, M.3
  • 3
    • 0005682045 scopus 로고
    • A clinical information system on the intensive care unit: Dream or night mare?
    • Rubi J.A.G., Congreso SEMIUC. Murcia, 4.-6.10.1995
    • Imhoff M (1995): A clinical information system on the intensive care unit: dream or night mare? In: Rubi J.A.G.: Medicina Intensiva 1995, 30. Congreso SEMIUC. Murcia, 4.-6.10.1995
    • (1995) Medicina Intensiva 1995 , vol.30
    • Imhoff, M.1
  • 4
    • 0005660411 scopus 로고    scopus 로고
    • 3 years clinical use of the Siemens Emtek System 2000: Efforts and Benefits
    • Imhoff M (1996): 3 years clinical use of the Siemens Emtek System 2000: Efforts and Benefits. Clinical Intensive Care 7 (Suppl.): 43-44
    • (1996) Clinical Intensive Care , vol.7 , pp. 43-44
    • Imhoff, M.1
  • 6
    • 0031647499 scopus 로고    scopus 로고
    • Statistical pattern detection in univariate time series of intensive care on-line monitoring data
    • Imhoff M, Bauer M, Gather U, Löhlein D (1998): Statistical pattern detection in univariate time series of intensive care on-line monitoring data. Intensive Care Med 24: 1305-1314
    • (1998) Intensive Care Med , vol.24 , pp. 1305-1314
    • Imhoff, M.1    Bauer, M.2    Gather, U.3    Löhlein, D.4
  • 7
    • 84947963802 scopus 로고    scopus 로고
    • Time-effect relations of medical interventions in a clinical information system. KI-99
    • (submitted), 15.05.99
    • Imhoff M, Bauer M, Gather U (submitted): Time-effect relations of medical interventions in a clinical information system. KI-99, Bonn 13.-15.05.99
    • Bonn , vol.13
    • Imhoff, M.1    Bauer, M.2    Gather, U.3
  • 8
    • 0005724273 scopus 로고
    • 2 years clinical experience with a clinical information system on a surgical ICU
    • Mutz N.J., Koller W., Benzer H., Monduzi Editore, Bologna
    • Imhoff M, Lehner JH, Löhlein D (1994): 2 years clinical experience with a clinical information system on a surgical ICU. In: Mutz N.J., Koller W., Benzer H.: 7th European Congress on Intensive Care Medicine. Monduzi Editore, Bologna. S. 163-166
    • (1994) 7Th European Congress on Intensive Care Medicine , pp. 163-166
    • Imhoff, M.1    Lehner, J.H.2    Löhlein, D.3
  • 9
    • 0001974770 scopus 로고
    • Statistical aspects of chaos: A review
    • Barndorff-Nielsen OE, Jensen WS, Kendall WS (eds), Chapman and Hall, London
    • Isham V (1993): Statistical aspects of chaos: a review. In: Barndorff-Nielsen OE, Jensen WS, Kendall WS (eds) Networks and Chaos - Statistical and Probabilistic Aspects. Chapman and Hall, London, pp 251-300
    • (1993) Networks and Chaos - Statistical and Probabilistic Aspects , pp. 251-300
    • Isham, V.1
  • 10
    • 0000543247 scopus 로고
    • Informal covariation assessments: Databased versus theory-based judgements
    • In: Kahnemann D, Slovic P, Tversky A, editors, Cambridge: Cambridge University Press
    • Jennings D, Amabile T, Ross L (1982): Informal covariation assessments: Databased versus theory-based judgements. In: Kahnemann D, Slovic P, Tversky A, editors. Judgement under uncertainty: Heuristics and biases. Cambridge: Cambridge University Press: 211-230.
    • (1982) Judgement under Uncertainty: Heuristics and Biases , pp. 211-230
    • Jennings, D.1    Amabile, T.2    Ross, L.3
  • 11
    • 0031836833 scopus 로고    scopus 로고
    • Pathology information systems: Data mining leads to knowledge discovery
    • McDonald JM, Brossette S, Moser SA (1998): Pathology information systems: data mining leads to knowledge discovery. Arch Pathol Lab Med 122: 409-411
    • (1998) Arch Pathol Lab Med , vol.122 , pp. 409-411
    • McDonald, J.M.1    Brossette, S.2    Moser, S.A.3
  • 12
    • 39749093168 scopus 로고
    • The magical number seven, plus of minus two: Some limits to our capacity for processing information
    • Miller G (1956): The magical number seven, plus of minus two: Some limits to our capacity for processing information. Psychol Rev 63: 81-97
    • (1956) Psychol Rev , vol.63 , pp. 81-97
    • Miller, G.1
  • 13
    • 0031164522 scopus 로고    scopus 로고
    • A multistrategy approach to relational knowledge discovery in databases
    • Morik K, Brockhausen P (1997): A multistrategy approach to relational knowledge discovery in databases. Machine Learning Journal 27: 287-312
    • (1997) Machine Learning Journal , vol.27 , pp. 287-312
    • Morik, K.1    Brockhausen, P.2
  • 14
    • 0003260442 scopus 로고    scopus 로고
    • Combining statistical learning with a knowledge-based approach - A case study in intensive care monitoring
    • (in print)
    • Morik K, Brockhausen P, Joachims T (1999): Combining statistical learning with a knowledge-based approach - A case study in intensive care monitoring. In: Procs. Int. Conf. Machine Learning (in print).
    • (1999) Procs. Int. Conf. Machine Learning
    • Morik, K.1    Brockhausen, P.2    Joachims, T.3
  • 16
    • 0001782260 scopus 로고
    • Computer applications
    • In: Hall J, Schmidt G, Wood L, editors, New York: McGraw-Hill Book Company
    • Morris A, Gardner R (1992): Computer applications. In: Hall J, Schmidt G, Wood L, editors. Principles of Critical Care. New York: McGraw-Hill Book Company: 500-14
    • (1992) Principles of Critical Care , pp. 500-514
    • Morris, A.1    Gardner, R.2
  • 18
    • 0028455052 scopus 로고
    • Learning and discovery from a clinical database: An incremental concept formation approach
    • Soo VW, Wang JS, Wang SP (1994): Learning and discovery from a clinical database: an incremental concept formation approach. Artif Intell Med 6: 249-261
    • (1994) Artif Intell Med , vol.6 , pp. 249-261
    • Soo, V.W.1    Wang, J.S.2    Wang, S.P.3
  • 19
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • In: Rand DA, Young LS, Springer, Berlin
    • Takens F (1980): Detecting strange attractors in turbulence. In: Rand DA, Young LS (eds) Dynamical systems and turbulence. Lecture Notes in Mathematics Vol. 898 Springer, Berlin, pp 366-381
    • (1980) Dynamical Systems and Turbulence. Lecture Notes in Mathematics , vol.898 , pp. 366-381
    • Takens, F.1
  • 21
    • 0002392160 scopus 로고
    • A personal overview of non-linear time series analysis from a chaos perspective
    • Tong H (1995): A personal overview of non-linear time series analysis from a chaos perspective, Scand J Statist 22: 399-445
    • (1995) Scand J Statist , vol.22 , pp. 399-445
    • Tong, H.1
  • 22
    • 0029449715 scopus 로고
    • Knowledge discovery in clinical databases based on variable precision rough set model
    • Tsumoto S, Ziarko W, Shan N, Tanaka H (1995): Knowledge discovery in clinical databases based on variable precision rough set model. Proc Annu Symp Comput Appl Med Care 1995: 270-274
    • (1995) Proc Annu Symp Comput Appl Med Care , pp. 270-274
    • Tsumoto, S.1    Ziarko, W.2    Shan, N.3    Tanaka, H.4
  • 23
    • 0030271798 scopus 로고    scopus 로고
    • Structure discovery in medical databases: A conceptual clustering approach
    • da Veiga FA (1996): Structure discovery in medical databases: a conceptual clustering approach. Artif Intell Med 8: 473-491
    • (1996) Artif Intell Med , vol.8 , pp. 473-491
    • Da Veiga, F.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.