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Volumn 39, Issue 3, 2009, Pages 524-532

Does Bayes have it? Decision Support Systems in diagnostic medicine

Author keywords

Base rates; Bayes' Theorem; Decision Support Systems (DSSs); Diagnostic error; H1.2; H4.2; I2.1; Individuating information

Indexed keywords

BASE RATES; BAYES' THEOREM; DECISION SUPPORT SYSTEMS (DSSS); DIAGNOSTIC ERROR; H1.2; H4.2; I2.1; INDIVIDUATING INFORMATION;

EID: 63649108190     PISSN: 01698141     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ergon.2008.10.011     Document Type: Article
Times cited : (18)

References (63)
  • 1
    • 30344453968 scopus 로고    scopus 로고
    • Evaluation of a Bayesian decision network for diagnosing pyloric stenosis
    • Alvarez S.M., Poelstra B.S., and Burd R.S. Evaluation of a Bayesian decision network for diagnosing pyloric stenosis. Journal of Pediatric Surgery 41 (2006) 155-161
    • (2006) Journal of Pediatric Surgery , vol.41 , pp. 155-161
    • Alvarez, S.M.1    Poelstra, B.S.2    Burd, R.S.3
  • 5
    • 33644665428 scopus 로고    scopus 로고
    • ®) in a tertiary care center in India
    • ®) in a tertiary care center in India. Indian Pediatrics 42 (November 2005) 1086-1091
    • (2005) Indian Pediatrics , vol.42 , pp. 1086-1091
    • Bavdekar, S.B.1    Pawar, M.2
  • 8
    • 17044362334 scopus 로고    scopus 로고
    • Bayesian networks: computer-assisted diagnosis support in radiology
    • Burnside E.S. Bayesian networks: computer-assisted diagnosis support in radiology. Academic Radiology 12 (2005) 422-430
    • (2005) Academic Radiology , vol.12 , pp. 422-430
    • Burnside, E.S.1
  • 9
    • 33746933182 scopus 로고    scopus 로고
    • Predicting high-risk preterm birth using artificial neural networks. IEEE Transactions on Information Technology in Biomedicine
    • Catley C., Frize M., Walker C.R., and Petriu D.C. Predicting high-risk preterm birth using artificial neural networks. IEEE Transactions on Information Technology in Biomedicine. Special section on mining biomedical data 10 3 (2006) 540-549
    • (2006) Special section on mining biomedical data , vol.10 , Issue.3 , pp. 540-549
    • Catley, C.1    Frize, M.2    Walker, C.R.3    Petriu, D.C.4
  • 10
    • 61849110046 scopus 로고    scopus 로고
    • The Internet as a clinical aid for the dermatologist
    • Chamberlain A.J. The Internet as a clinical aid for the dermatologist. British Medical Journal 333 (2006) 1143-1145
    • (2006) British Medical Journal , vol.333 , pp. 1143-1145
    • Chamberlain, A.J.1
  • 11
    • 42949092131 scopus 로고    scopus 로고
    • Diagnostic failure: a cognitive and affective approach
    • Crosskerry P. Diagnostic failure: a cognitive and affective approach. Advances in Patient Safety 2 (2006) 241-254
    • (2006) Advances in Patient Safety , vol.2 , pp. 241-254
    • Crosskerry, P.1
  • 12
    • 33846246337 scopus 로고
    • Probability: beware of falsifications!
    • De Finetti B. Probability: beware of falsifications!. Scientia 3 (1976) 283-303
    • (1976) Scientia , vol.3 , pp. 283-303
    • De Finetti, B.1
  • 13
    • 0003499479 scopus 로고    scopus 로고
    • Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
    • Technical Report 576. Department of Statistics, University of California, Berkeley
    • Dudoit, S., Fridyand, J., Spleed, T.P., 2000. Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data, Technical Report 576. Department of Statistics, University of California, Berkeley.
    • (2000)
    • Dudoit, S.1    Fridyand, J.2    Spleed, T.P.3
  • 14
    • 0020049603 scopus 로고
    • The art of diagnosis: solving the clinicopathological exercise
    • Eddy D.M., and Clanton C.H. The art of diagnosis: solving the clinicopathological exercise. New England Journal of Medicine 306 (1982) 1263-1268
    • (1982) New England Journal of Medicine , vol.306 , pp. 1263-1268
    • Eddy, D.M.1    Clanton, C.H.2
  • 15
    • 0001865621 scopus 로고    scopus 로고
    • Conservatism in human information processing
    • Kahneman D., Slovic P., and Tversky A. (Eds), Cambridge University Press, Cambridge, UK
    • Edwards W. Conservatism in human information processing. In: Kahneman D., Slovic P., and Tversky A. (Eds). Judgment Under Uncertainty: Heuristics and Biases (1999), Cambridge University Press, Cambridge, UK
    • (1999) Judgment Under Uncertainty: Heuristics and Biases
    • Edwards, W.1
  • 17
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and verification of cancer tissue samples using microarray expression data
    • Furey T.S., Cristianini N., Duffy N., Bedmarski D.W., Schummer M., and Hassler D. Support vector machine classification and verification of cancer tissue samples using microarray expression data. Bioinformatics 16 10 (2000) 906-914
    • (2000) Bioinformatics , vol.16 , Issue.10 , pp. 906-914
    • Furey, T.S.1    Cristianini, N.2    Duffy, N.3    Bedmarski, D.W.4    Schummer, M.5    Hassler, D.6
  • 18
    • 0000929811 scopus 로고
    • Hypothesis evaluation from a Bayesian analysis
    • Fischhoff B., and Beyth-Marom R. Hypothesis evaluation from a Bayesian analysis. Psychological Review 90 3 (1983) 239-260
    • (1983) Psychological Review , vol.90 , Issue.3 , pp. 239-260
    • Fischhoff, B.1    Beyth-Marom, R.2
  • 19
    • 80052388450 scopus 로고    scopus 로고
    • Healthcare knowledge management: knowledge management in the perinatal care environment
    • Bali R.K., and Dwivedi A. (Eds), Springer Verlag, New York, NY
    • Frize M., Walker C.R., and Catley C. Healthcare knowledge management: knowledge management in the perinatal care environment. In: Bali R.K., and Dwivedi A. (Eds). Healthcare Knowledge Management: Issues, Advances and Successes (2006), Springer Verlag, New York, NY 234-261
    • (2006) Healthcare Knowledge Management: Issues, Advances and Successes , pp. 234-261
    • Frize, M.1    Walker, C.R.2    Catley, C.3
  • 20
    • 0029447651 scopus 로고
    • Computer-Assisted Decision Support Systems for Patient Management in an Intensive Care Unit
    • July, Vancouver
    • Frize, M., Solven, F.G., Stevenson, M., Nickerson, B.G., Buskard, T., Taylor, K.B., 1995. Computer-Assisted Decision Support Systems for Patient Management in an Intensive Care Unit, Medinfo'95, July, Vancouver.
    • (1995) Medinfo , vol.95
    • Frize, M.1    Solven, F.G.2    Stevenson, M.3    Nickerson, B.G.4    Buskard, T.5    Taylor, K.B.6
  • 24
    • 61849157950 scopus 로고    scopus 로고
    • Diagnostic errors in medicine: what do doctors and umpires have in common?
    • Graber M.L. Diagnostic errors in medicine: what do doctors and umpires have in common?. Morbidity & Mortality (2007) 1-6
    • (2007) Morbidity & Mortality , pp. 1-6
    • Graber, M.L.1
  • 25
    • 0035948630 scopus 로고    scopus 로고
    • Estimating hospital deaths due to medical errors: preventability is in the eye of the reviewer
    • Hayward R.A., and Hofer T.P. Estimating hospital deaths due to medical errors: preventability is in the eye of the reviewer. Journal of the American Medical Association 286 (2001) 415-420
    • (2001) Journal of the American Medical Association , vol.286 , pp. 415-420
    • Hayward, R.A.1    Hofer, T.P.2
  • 27
    • 0002554835 scopus 로고
    • The simulation heuristic
    • Kahneman D., Slovic P., and Tversky A. (Eds), Cambridge University Press, Boston, MA
    • Kahneman D., and Tversky A. The simulation heuristic. In: Kahneman D., Slovic P., and Tversky A. (Eds). Judgment under Uncertainty: Heuristics and Biases (1982), Cambridge University Press, Boston, MA
    • (1982) Judgment under Uncertainty: Heuristics and Biases
    • Kahneman, D.1    Tversky, A.2
  • 28
    • 49649138413 scopus 로고
    • Subjective probability: a judgment of representativeness
    • Kahneman D., and Tversky A. Subjective probability: a judgment of representativeness. Cognitive Psychology 3 (1972) 430-454
    • (1972) Cognitive Psychology , vol.3 , pp. 430-454
    • Kahneman, D.1    Tversky, A.2
  • 30
    • 0001636453 scopus 로고
    • Confirmation, disconfirmation, and information in hypothesis testing
    • Klayman J., and Ha Y.-W. Confirmation, disconfirmation, and information in hypothesis testing. Psychological Review 94 2 (1987) 211-228
    • (1987) Psychological Review , vol.94 , Issue.2 , pp. 211-228
    • Klayman, J.1    Ha, Y.-W.2
  • 31
    • 0029969593 scopus 로고    scopus 로고
    • The base rate fallacy reconsidered: descriptive, normative, and methodological challenges
    • Koehler J.J. The base rate fallacy reconsidered: descriptive, normative, and methodological challenges. Behavioral and Brain Sciences 19 1 (1996) 1-53
    • (1996) Behavioral and Brain Sciences , vol.19 , Issue.1 , pp. 1-53
    • Koehler, J.J.1
  • 32
    • 37049252569 scopus 로고
    • Reasoning foundations of medical diagnosis
    • Ledley R.S., and Lusted L.B. 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
  • 36
    • 61849138560 scopus 로고
    • Toward a Procedural Theory of Judgment
    • MS no. 2590
    • Lopes, L.L., 1983. Toward a Procedural Theory of Judgment, Psychological Documents, 13(2), MS no. 2590.
    • (1983) Psychological Documents , vol.13 , Issue.2
    • Lopes, L.L.1
  • 38
    • 11144298142 scopus 로고    scopus 로고
    • Hypothesis testing and evaluation
    • Koehler D.J., and Harvey N. (Eds), Blackwell, Oxford
    • McKenzie C.R.M. Hypothesis testing and evaluation. In: Koehler D.J., and Harvey N. (Eds). Blackwell Handbook of Judgment and Decision Making (2004), Blackwell, Oxford
    • (2004) Blackwell Handbook of Judgment and Decision Making
    • McKenzie, C.R.M.1
  • 39
    • 0038315446 scopus 로고    scopus 로고
    • Patient safety events during pediatric hospitalizations
    • Miller R.M., Elixhauser A., and Zhan C. Patient safety events during pediatric hospitalizations. Pediatrics 111 (2003) 1358-1366
    • (2003) Pediatrics , vol.111 , pp. 1358-1366
    • Miller, R.M.1    Elixhauser, A.2    Zhan, C.3
  • 41
    • 0041028601 scopus 로고    scopus 로고
    • Specialized computer support systems for medical diagnosis: relationship with the Bayes' Theorem and with logical diagnostic thinking
    • Negreiros de Andrade P.J. Specialized computer support systems for medical diagnosis: relationship with the Bayes' Theorem and with logical diagnostic thinking. Brazilian Archives of Cardiology 73 6 (1999) 545-552
    • (1999) Brazilian Archives of Cardiology , vol.73 , Issue.6 , pp. 545-552
    • Negreiros de Andrade, P.J.1
  • 43
    • 0013947928 scopus 로고
    • Conservatism in a simple probability inference task
    • Phillips L.D., and Edwards W. Conservatism in a simple probability inference task. Journal of Experimental Psychology 72 3 (1966) 346-354
    • (1966) Journal of Experimental Psychology , vol.72 , Issue.3 , pp. 346-354
    • Phillips, L.D.1    Edwards, W.2
  • 46
    • 61849157058 scopus 로고    scopus 로고
    • Report on Isabel Adult Medical Validation Study
    • London, UK
    • Ramnarayan, P., Cronje, N., 2005. Report on Isabel Adult Medical Validation Study. Isabel Healthcare Report, London, UK.
    • (2005) Isabel Healthcare Report
    • Ramnarayan, P.1    Cronje, N.2
  • 52
    • 8444233521 scopus 로고    scopus 로고
    • We only see what we already know - a modified Bayes' formula to explain inherent limitations of diagnostic tests
    • Sonnenberg A. We only see what we already know - a modified Bayes' formula to explain inherent limitations of diagnostic tests. Medical Hypotheses 63 (2004) 759-763
    • (2004) Medical Hypotheses , vol.63 , pp. 759-763
    • Sonnenberg, A.1
  • 54
    • 11144351004 scopus 로고    scopus 로고
    • GenSo-FDSS: a neural-fuzzy decision support system for pediatric ALL cancer subtype identification using gene expression data
    • Tung W.L., and Quek C. GenSo-FDSS: a neural-fuzzy decision support system for pediatric ALL cancer subtype identification using gene expression data. Artificial Intelligence in Medicine 33 (2005) 61-88
    • (2005) Artificial Intelligence in Medicine , vol.33 , pp. 61-88
    • Tung, W.L.1    Quek, C.2
  • 57
    • 0000505675 scopus 로고
    • On the failure to eliminate hypotheses in a conceptual task
    • Wason P.C. On the failure to eliminate hypotheses in a conceptual task. Quarterly Journal of Experimental Psychology 20 (1960) 273-281
    • (1960) Quarterly Journal of Experimental Psychology , vol.20 , pp. 273-281
    • Wason, P.C.1
  • 58
    • 0001258340 scopus 로고
    • On estimating the diagnosticity of eyewitness nonidentification
    • Wells G.L., and Lindsay R.C.L. On estimating the diagnosticity of eyewitness nonidentification. Psychological Bulletin 88 3 (1980) 776-784
    • (1980) Psychological Bulletin , vol.88 , Issue.3 , pp. 776-784
    • Wells, G.L.1    Lindsay, R.C.L.2
  • 60
    • 19044399684 scopus 로고    scopus 로고
    • Classification subtype discovery and prediction of outcome in pediatric acute lymphoblastic leukaemia by gene expression profiling
    • Yeoh E.J., Ross M.E., Shutleff S.A., Williams W., Patel D., Malifonz R., Behm F., Raiwady S., Relling M., and patel A. Classification subtype discovery and prediction of outcome in pediatric acute lymphoblastic leukaemia by gene expression profiling. Cancer Cell 1 2 (2002) 133-144
    • (2002) Cancer Cell , vol.1 , Issue.2 , pp. 133-144
    • Yeoh, E.J.1    Ross, M.E.2    Shutleff, S.A.3    Williams, W.4    Patel, D.5    Malifonz, R.6    Behm, F.7    Raiwady, S.8    Relling, M.9    patel, A.10
  • 62
    • 0015558134 scopus 로고
    • Outline of a new approach to the analysis of complex system and decision processes
    • Zadeh L. Outline of a new approach to the analysis of complex system and decision processes. IEEE Transactions on Systems, Man and Cybernetics 3 (1973) 28-44
    • (1973) IEEE Transactions on Systems, Man and Cybernetics , vol.3 , pp. 28-44
    • Zadeh, L.1
  • 63
    • 0028385414 scopus 로고
    • Fuzzy logic, neural networks and soft computing
    • Zadeh L.A. Fuzzy logic, neural networks and soft computing. Communications of the ACM 37 3 (1994) 77-84
    • (1994) Communications of the ACM , vol.37 , Issue.3 , pp. 77-84
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.