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Volumn 23, Issue 1, 2001, Pages 71-87

Medical informatics: Reasoning methods

Author keywords

Diagnostic reasoning; Informatics; Knowledge based reasoning; Reasoning methods

Indexed keywords

DATA STRUCTURES; DECISION THEORY; PROBABILITY DISTRIBUTIONS;

EID: 0034919404     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0933-3657(01)00076-8     Document Type: Article
Times cited : (26)

References (48)
  • 1
    • 0004469893 scopus 로고    scopus 로고
    • Aghassi DS. Evaluating case-based reasoning for heart failure diagnosis. MIT/LCS/TR-478, 1990.
  • 2
    • 0004538790 scopus 로고    scopus 로고
    • Aliferis CF, Cooper GF. A structurally and temporally extended Bayesian belief network model: definitions, properties, and modeling techniques. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, San Francisco, CA, 1996, pp. 28-39.
  • 3
    • 0004494555 scopus 로고    scopus 로고
    • Andersen SK, Olesen KG, Jensen FV, Jensen F. HUGIN - a shell for building Bayesian belief universes for expert systems. IJCAI 1989:1080-5.
  • 6
    • 0004540526 scopus 로고    scopus 로고
    • Bauer E, Koller D, Singer Y. Update rules for parameter estimation in Bayesian networks. In: Proceedings of the 13th Annual Conference on Uncertainty in AI (UAI), Providence, Rhode Island, August 1997.
  • 7
    • 0025934806 scopus 로고
    • Use of an artificial neural network for the diagnosis of myocardial infarction
    • (1991) Ann. Intern. Med. , vol.115 , pp. 843-848
    • Baxt, W.G.1
  • 8
    • 0015402444 scopus 로고
    • Computerbased consultation: electrolyte and acid-base disorders
    • (1972) Am. J. Med. , vol.53 , pp. 285-291
    • Bleich, H.L.1
  • 9
    • 0004523461 scopus 로고    scopus 로고
    • Breiman L, Friedman JH, et al. Classification and regression trees. Belmont (CA): Wadsworth, 1984.
  • 10
    • 0004514031 scopus 로고    scopus 로고
    • Buchanan BG, Shortliffe EH. Rule Based Expert systems: the mycin experiments of the stanford heuristic programming project. Reading (MA): Addison-Wesley, 1984.
  • 13
    • 0004500893 scopus 로고    scopus 로고
    • Cooper GF. NESTOR: a computer-based medical diagnostic aid that integrates causal and probabilistic knowledge. Ph.D. Thesis, Stanford, 1984.
  • 17
    • 0004469290 scopus 로고    scopus 로고
    • Glymour C, Scheines R, Spirtes P, Kelly K. Discovering causal structure. New York: Academic Press, 1987.
  • 20
    • 0004523462 scopus 로고    scopus 로고
    • Heckerman D. Probability similarity networks. New York: MIT Press, 1990.
  • 22
    • 0004527917 scopus 로고    scopus 로고
    • Jang Y. HYDI: a hybrid system with feedback for diagnosing multiple disorders. Ph.D. Thesis. New York: MIT Press, 1993.
  • 23
    • 0004523463 scopus 로고    scopus 로고
    • Kim JH, Pearl J. A computational model for causal and diagnostic reasoning in inference systems. IJCAI-83 1983:190-3.
  • 24
    • 0004469894 scopus 로고    scopus 로고
    • Kingsland III LC. The Evaluation of medical expert systems: experience with the ai/rheum knowledge-based consultant system in rheumatology. In: Proceedings of the Ninth Symposium on Computer Applications in Medical Care, Bethesda, MD, 1985, pp. 292-5.
  • 25
    • 0004514033 scopus 로고    scopus 로고
    • Kolodner JL, Kolodner RM. Using experience in clinical problem solving: introduction and framework. GIT-ICS-85/21, Georgia Institute of Technology, 1983.
  • 26
    • 0004518181 scopus 로고    scopus 로고
    • Koton PA. A medical reasoning program that improves with experience. In: Proceedings of the Symposium on Computer Applications in Medical Care Conference, Washington, DC, 1988.
  • 27
    • 0004488256 scopus 로고    scopus 로고
    • Koton PA, Using experience in learning and problem solving. MIT/LCS TR-441, 1989.
  • 29
    • 0004463433 scopus 로고    scopus 로고
    • Kulikowski CA, Weiss SM. Representation of expert knowledge for consultation: the Casnet and Expert projects. In: Szolovits P ,editor. Artificial intelligence in medicine. Boulder (CO): Westview Press, 1982, pp. 21-55.
  • 31
    • 0004518182 scopus 로고    scopus 로고
    • Lindberg D, Sharp G, Kingsland L, Weiss S, Hayes S, Ueno H, Hazelwood S, Computer-based rheumatology consultant. In: Proceedings of the Third World Conference on Medical Informatics, Tokyo, 1980, pp. 1311-5.
  • 35
    • 0030201087 scopus 로고    scopus 로고
    • Temporal reasoning for diagnosis in a causal probabilistic knowledge base
    • (1996) Artif. Intell. Med. , vol.8 , pp. 193-215
    • Long, W.1
  • 37
    • 0004513266 scopus 로고    scopus 로고
    • Olesen KG, Kjaerulff U, Jensen F, Jensen FV, Falck B, Andreassen S, Andersen SK., A MUNIN network for the median nerve - a case study on loops. In: Horn W, editor. Causal AI models hemisphere, 1990, pp. 301-9.
  • 38
    • 0004513267 scopus 로고    scopus 로고
    • Oppel UG, Hierle A, Janke L, Moser W. Transformation of compartmental models into sequences of causal probabilistic networks. In: Andreassen S, et al., editors. Artificial intelligence in medicine. Amsterdam: IOS Press, 1993, pp. 87-98.
  • 39
    • 0004496259 scopus 로고    scopus 로고
    • Patil RS. Causal representation of patient illness for electrolyte and acid-base diagnosis. MIT/LCS/TR-267, October 1981.
  • 40
    • 46149134436 scopus 로고
    • Fusion, propagation, and structuring in Bayesian networks
    • (1986) Artif. Intell. , vol.29 , pp. 241-288
    • Pearl, J.1
  • 41
    • 0004488486 scopus 로고    scopus 로고
    • Pearl J. Causality: models, inference and reasoning. Cambridge: Cambridge University Press, 2000.
  • 42
    • 0004502822 scopus 로고    scopus 로고
    • Pozen MW, D'Agostino RB, et al. A predictive instrument to improve coronary-care-unit admission practices in acute ischemic heart disease, New Engl J Med 1984;310:1273-8.
  • 47
    • 0004503738 scopus 로고    scopus 로고
    • Szolovits P, Pauker SP. Pedigree analysis for genetic counseling. In: Lun KC, et al., editors. Proceedings of the Seventh Conference on Medical Informatics, MEDINFO 92, Amsterdam: Elsevier, North Holland, 1992, pp. 679-3.
  • 48
    • 0030847168 scopus 로고    scopus 로고
    • New connections between medical knowledge and patient care
    • (1997) Br. Med. J. , vol.315 , pp. 231-235
    • Weed, L.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.