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Volumn 6512 LNAI, Issue , 2011, Pages 40-55

Inducing decision trees from medical decision processes

Author keywords

[No Author keywords available]

Indexed keywords

COST RATIO; DECISION PROCESS; FINAL DECISION; INFORMATION GAIN; MACHINE LEARNING ALGORITHMS; MEDICAL DECISION PROBLEM; MEDICAL DECISIONS; TREE STRUCTURES; WHOLE PROCESS; FORMAL STRUCTURES; MEDICAL DECISION MAKING;

EID: 79952024958     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-18050-7_4     Document Type: Conference Paper
Times cited : (3)

References (17)
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  • 3
    • 84974712025 scopus 로고    scopus 로고
    • A machine learning approach to workflow management
    • Lopez de Mantaras, R., Plaza, E. (eds.) ECML 2000. Springer, Heidelberg
    • Herbst, J.: A machine learning approach to workflow management. In: Lopez de Mantaras, R., Plaza, E. (eds.) ECML 2000. LNCS (LNAI), vol. 1810, pp. 183-194. Springer, Heidelberg (2000)
    • (2000) LNCS (LNAI) , vol.1810 , pp. 183-194
    • Herbst, J.1
  • 8
    • 35148828145 scopus 로고    scopus 로고
    • A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data
    • Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007 Springer, Heidelberg
    • Mani, S., Aliferis, C.: A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data. In: Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007. LNCS (LNAI), vol. 4594, pp. 446-450. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4594 , pp. 446-450
    • Mani, S.1    Aliferis, C.2
  • 9
    • 15544363963 scopus 로고    scopus 로고
    • Building Bayesian Network Models in Medicine: The MENTOR Experience
    • Mani, S., Valtorta, M., McDermott, S.: Building Bayesian Network Models in Medicine: The MENTOR Experience. Applied Intelligence 22, 93-108 (2005)
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    • Mani, S.1    Valtorta, M.2    McDermott, S.3
  • 11
    • 0036778479 scopus 로고    scopus 로고
    • Decision trees: An overview and their use in medicine
    • Podgorelec, V., Kokol, P., Stiglic, B., Rozman, I.: Decision trees: an overview and their use in medicine. J. Med. Syst. 26(5), 445-463 (2002)
    • (2002) J. Med. Syst. , vol.26 , Issue.5 , pp. 445-463
    • Podgorelec, V.1    Kokol, P.2    Stiglic, B.3    Rozman, I.4
  • 12
    • 33744584654 scopus 로고
    • Induction of Decision Trees
    • Quinlan, J.R.: Induction of Decision Trees. Machine Learning 1, 81-106 (1986)
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 14
    • 0030027092 scopus 로고    scopus 로고
    • Evidence based medicine: What it is and what it isn't
    • Sackett, D.L.: Evidence based medicine: what it is and what it isn't. BMJ 312(7023), 71-72 (1996)
    • (1996) BMJ , vol.312 , Issue.7023 , pp. 71-72
    • Sackett, D.L.1
  • 15
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    • Sequence Learning: From Recognition and Prediction to Sequential Decision Making
    • Sun, R., Giles, C.L.: Sequence Learning: From Recognition and Prediction to Sequential Decision Making. IEEE Intelligent Systems 16(4), 67-70 (2001)
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    • Sun, R.1    Giles, C.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.