메뉴 건너뛰기




Volumn 10, Issue 1, 1997, Pages 59-73

DIAVAL, a Bayesian expert system for echocardiography

Author keywords

Al in Medicine; Bayesian networks; Echocardiography; Knowledge based systems; Uncertainty management

Indexed keywords

CARDIOVASCULAR SYSTEM; DISEASES; ECHOCARDIOGRAPHY; MATHEMATICAL MODELS; PROBABILITY;

EID: 0343488681     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0933-3657(97)00384-9     Document Type: Article
Times cited : (86)

References (42)
  • 2
    • 0025895530 scopus 로고
    • Medical expert systems based on causal probabilistic networks
    • S. Andreasen, F.V. Jensen and K.G. Olesen, Medical expert systems based on causal probabilistic networks, Int. J. Biomed. Comput. 28 (1991) 1-30.
    • (1991) Int. J. Biomed. Comput. , vol.28 , pp. 1-30
    • Andreasen, S.1    Jensen, F.V.2    Olesen, K.G.3
  • 3
    • 84982609584 scopus 로고
    • Evaluating expert systems
    • D.C. Berry and A.E. Hart, Evaluating expert systems, Expert Syst. 7 (1990) 199-208.
    • (1990) Expert Syst. , vol.7 , pp. 199-208
    • Berry, D.C.1    Hart, A.E.2
  • 4
    • 0003807095 scopus 로고    scopus 로고
    • Saunders & Co., Philadelphia, 5th edn
    • E. Braunwald, Heart Disease (Saunders & Co., Philadelphia, 5th edn, 1996).
    • (1996) Heart Disease
    • Braunwald, E.1
  • 6
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using bayesian belief networks
    • G.F. Cooper, The computational complexity of probabilistic inference using Bayesian belief networks, Artif. Intell. 42 (1990) 393-405.
    • (1990) Artif. Intell. , vol.42 , pp. 393-405
    • Cooper, G.F.1
  • 7
    • 0008525876 scopus 로고
    • Conditioning algorithms for exact and approximate inference in causal networks
    • Morgan Kaufmann, San Francisco, CA
    • A. Darwiche, Conditioning algorithms for exact and approximate inference in causal networks, Proc. 11th Conf. on Uncertainty in Artificial Intelligence, Montreal (Morgan Kaufmann, San Francisco, CA, 1995) 99-107.
    • (1995) Proc. 11th Conf. on Uncertainty in Artificial Intelligence, Montreal , pp. 99-107
    • Darwiche, A.1
  • 8
    • 0003054847 scopus 로고
    • Parameter adjustement in Bayes networks. The generalized noisy OR-gate
    • Morgan Kaufmann, San Mateo, CA
    • F.J. Díez, Parameter adjustement in Bayes networks. The generalized noisy OR-gate. Proc. 9th Conf. Uncertainty in Artificial Intelligence, Washington D.C. (Morgan Kaufmann, San Mateo, CA, 1993) 99-105.
    • (1993) Proc. 9th Conf. Uncertainty in Artificial Intelligence, Washington D.C. , pp. 99-105
    • Díez, F.J.1
  • 9
    • 4243370131 scopus 로고
    • Sistema experto bayesiano para ecocardiografía
    • PhD thesis, Dpto. Madrid, In Spanish
    • F.J. Díez, Sistema experto bayesiano para ecocardiografía, PhD thesis, Dpto. Informática y Automática, UNED (Madrid, 1994) In Spanish.
    • (1994) Informática Y Automática, UNED
    • Díez, F.J.1
  • 10
    • 0030286590 scopus 로고    scopus 로고
    • Local conditioning in bayesian networks
    • F.J. Díez, Local conditioning in Bayesian networks. Artif. Intell. 87 (1996) 1-20.
    • (1996) Artif. Intell. , vol.87 , pp. 1-20
    • Díez, F.J.1
  • 11
    • 84952201792 scopus 로고    scopus 로고
    • Distributed reasoning and learning in Bayesian expert systems
    • C.A. Ntuen, ed., CRC Press, Boca Raton, FL. In press
    • F.J. Díez and J. Mira, Distributed reasoning and learning in Bayesian expert systems, in: C.A. Ntuen, ed., Advances in Fault-Diagnosis Problem Solving (CRC Press, Boca Raton, FL). In press.
    • Advances in Fault-diagnosis Problem Solving
    • Díez, F.J.1    Mira, J.2
  • 12
    • 0028320013 scopus 로고
    • Distributed inference in Bayesian networks
    • F.J. Díez and J. Mira, Distributed inference in Bayesian networks, Cybernet. Syst. 25 (1994) 39-61.
    • (1994) Cybernet. Syst. , vol.25 , pp. 39-61
    • Díez, F.J.1    Mira, J.2
  • 14
    • 0022823858 scopus 로고
    • Probabilistic interpretations for MYCIN's certainty factors
    • L.N. Kanal and J.F. Lemmer, eds., Elsevier, Amsterdam
    • D. Heckerman, Probabilistic interpretations for MYCIN's certainty factors, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (Elsevier, Amsterdam, 1986) 167-196.
    • (1986) Uncertainty in Artificial Intelligence , pp. 167-196
    • Heckerman, D.1
  • 15
    • 85012638797 scopus 로고
    • An empirical comparison of three inference methods
    • R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., Elsevier, Amsterdam
    • D. Heckerman. An empirical comparison of three inference methods, in: R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 4 (Elsevier, Amsterdam, 1990) 283-302.
    • (1990) Uncertainty in Artificial Intelligence 4 , pp. 283-302
    • Heckerman, D.1
  • 17
    • 0342482891 scopus 로고
    • On the expressiveness of rule-based systems for reasoning with uncertainty
    • Seattle, WA
    • D.E. Heckerman and E.J. Horvitz, On the expressiveness of rule-based systems for reasoning with uncertainty. Proc. 6th National Conf. on AI (AAAI-87) (Seattle, WA, 1987) 121-126.
    • (1987) Proc. 6th National Conf. on AI (AAAI-87) , pp. 121-126
    • Heckerman, D.E.1    Horvitz, E.J.2
  • 18
    • 85012697186 scopus 로고
    • The myth of modularity in rule-based systems for reasoning with uncertainty
    • J.F. Lemmer and L.N. Kanal, eds., Elsevier, Amsterdam
    • D.E. Heckerman and E.J. Horvitz, The myth of modularity in rule-based systems for reasoning with uncertainty, in: J.F. Lemmer and L.N. Kanal, eds., Uncertainty in Artificial Intelligence 2 (Elsevier, Amsterdam, 1988) 23-34.
    • (1988) Uncertainty in Artificial Intelligence 2 , pp. 23-34
    • Heckerman, D.E.1    Horvitz, E.J.2
  • 19
    • 0026636089 scopus 로고
    • Toward normative expert systems. Part I. The pathfinder project
    • D.E. Heckerman, E.J. Horvitz and B.N. Nathwani, Toward normative expert systems. Part I. The pathfinder project, Methods Inf. Med. 31 (1992) 90-105.
    • (1992) Methods Inf. Med. , vol.31 , pp. 90-105
    • Heckerman, D.E.1    Horvitz, E.J.2    Nathwani, B.N.3
  • 20
    • 0026751637 scopus 로고
    • Toward normative expert systems. Part II. Probability-based representations for efficient knowledge acquisition and inference
    • D.E. Heckerman and B.N. Nathwani, Toward normative expert systems. Part II. Probability-based representations for efficient knowledge acquisition and inference, Methods Inf. Med. 31 (1992) 106-116.
    • (1992) Methods Inf. Med. , vol.31 , pp. 106-116
    • Heckerman, D.E.1    Nathwani, B.N.2
  • 21
    • 0000045489 scopus 로고
    • Some practical issues in constructing belief networks
    • L.N. Kanal, T.S. Levitt and J.F. Lemmer, eds., Elsevier, Amsterdam
    • M. Henrion. Some practical issues in constructing belief networks, in: L.N. Kanal, T.S. Levitt and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 3 (Elsevier, Amsterdam, 1989) 161-173.
    • (1989) Uncertainty in Artificial Intelligence 3 , pp. 161-173
    • Henrion, M.1
  • 22
    • 0343352304 scopus 로고
    • An experimental comparison of knowledge engineering for expert systems and for decision analysis
    • Seattle, WA
    • M. Henrion and D.R. Cooley, An experimental comparison of knowledge engineering for expert systems and for decision analysis, Proc. 6th National Conf. on AI (AAAI-87) (Seattle, WA, 1987) 471-476.
    • (1987) Proc. 6th National Conf. on AI (AAAI-87) , pp. 471-476
    • Henrion, M.1    Cooley, D.R.2
  • 23
    • 84987047423 scopus 로고
    • An algebra of bayesian belief universes for knowledge-based systems
    • F.V. Jensen. K.G. Olesen and S.K. Andersen, An algebra of Bayesian belief universes for knowledge-based systems, Networks 20 (1990) 637-660.
    • (1990) Networks , vol.20 , pp. 637-660
    • Jensen, F.V.1    Olesen, K.G.2    Andersen, S.K.3
  • 24
    • 85012612291 scopus 로고
    • A comparison of decision analysis and expert rules for sequential diagnosis
    • R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., Elsevier, Amsterdam
    • J. Kalagnanam and M. Henrion, A comparison of decision analysis and expert rules for sequential diagnosis, in: R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence 4 (Elsevier, Amsterdam, 1990) 271-281.
    • (1990) Uncertainty in Artificial Intelligence 4 , pp. 271-281
    • Kalagnanam, J.1    Henrion, M.2
  • 25
    • 0020918216 scopus 로고
    • A computational model for combined causal and diagnostic reasoning in inference systems
    • Karlsruhe, Germany
    • J.H. Kim and J. Pearl, A computational model for combined causal and diagnostic reasoning in inference systems, Proc. 8th Int. Joint Conf. Artificial Intelligence (IJCAI-83) (Karlsruhe, Germany, 1983) 190-193.
    • (1983) Proc. 8th Int. Joint Conf. Artificial Intelligence (IJCAI-83) , pp. 190-193
    • Kim, J.H.1    Pearl, J.2
  • 26
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • S.L. Lauritzen and D.J. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems, J. R. Stat. Soc., Ser. B 50 (1988) 157-224.
    • (1988) J. R. Stat. Soc., Ser. B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 27
    • 37049252569 scopus 로고
    • Reasoning foundations of medical diagnosis
    • R.S. Ledley and L.B. Lusted, Reasoning foundations of medical diagnosis, Science 130 (1959) 9-21.
    • (1959) Science , vol.130 , pp. 9-21
    • Ledley, R.S.1    Lusted, L.B.2
  • 29
    • 0026649725 scopus 로고
    • Development of a knowledge base for diagnostic reasoning in cardiology
    • W.J. Long, S. Naimi and M.G. Criscitiello, Development of a knowledge base for diagnostic reasoning in cardiology, Comput. Biomed. Res. 25 (1992) 292-311.
    • (1992) Comput. Biomed. Res. , vol.25 , pp. 292-311
    • Long, W.J.1    Naimi, S.2    Criscitiello, M.G.3
  • 31
    • 0003834557 scopus 로고
    • Freeman, New York
    • D. Marr, Vision (Freeman, New York, 1982).
    • (1982) Vision
    • Marr, D.1
  • 34
    • 46149134436 scopus 로고
    • Fusion, propagation and structuring in belief networks
    • J. Pearl, Fusion, propagation and structuring in belief networks. Artif. Intell. 29 (1986) 241-288.
    • (1986) Artif. Intell. , vol.29 , pp. 241-288
    • Pearl, J.1
  • 37
    • 0026140542 scopus 로고
    • Fusion and propagation with multiple observations in belief networks
    • M.A. Peot and R.D. Shachter, Fusion and propagation with multiple observations in belief networks, Artif. Intell. 48 (1991) 299-318.
    • (1991) Artif. Intell. , vol.48 , pp. 299-318
    • Peot, M.A.1    Shachter, R.D.2
  • 42
    • 0023669730 scopus 로고
    • A framework for comparing uncertain inference systems to probability
    • L.N. Kanal and J.F. Lemmer, eds., Elsevier, Amsterdam
    • B.P. Wise and M. Henrion. A framework for comparing uncertain inference systems to probability, in: L.N. Kanal and J.F. Lemmer, eds., Uncertainty in Artificial Intelligence (Elsevier, Amsterdam, 1986) 69-83.
    • (1986) Uncertainty in Artificial Intelligence , pp. 69-83
    • Wise, B.P.1    Henrion, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.