메뉴 건너뛰기




Volumn 35, Issue 2, 2005, Pages 261-274

Intelligent image prefetching for supporting radiologists' primary reading: A decision-rule inductive learning approach

Author keywords

Classification; CN2 algorithm; Data mining; Decision rule induction; Image prefetching; Information technology (IT) applications and management in health care; Knowledge discovery; Patient image management

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; DATA MINING; DECISION THEORY; HEALTH CARE; INFORMATION TECHNOLOGY; KNOWLEDGE BASED SYSTEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MEDICAL IMAGING; NEURAL NETWORKS; RADIOLOGY;

EID: 14644427168     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2005.843384     Document Type: Article
Times cited : (3)

References (21)
  • 1
    • 34249966007 scopus 로고
    • "The CN2 induction algorithm"
    • P. Clark and T. Niblett, "The CN2 induction algorithm," Mach. Learning, vol. 3, no. 4, pp. 261-283, 1989.
    • (1989) Mach. Learning , vol.3 , Issue.4 , pp. 261-283
    • Clark, P.1    Niblett, T.2
  • 2
    • 85015191605 scopus 로고
    • "Rule induction with CN2: Some recent improvements"
    • P. Clark and R. Boswell, "Rule induction with CN2: Some recent improvements," in Proc. 5th Eur. Conf., 1991, pp. 151-163.
    • (1991) Proc. 5th Eur. Conf. , pp. 151-163
    • Clark, P.1    Boswell, R.2
  • 3
    • 0025657264 scopus 로고
    • "Method to pre-fetch comparison images in image management and communication systems (IMCS)"
    • Proc. SPIE Med. Imaging IV: PACS Design Eval., Newport Beach, CA, Feb
    • K. Levin and R. Fielding, "Method to pre-fetch comparison images in image management and communication systems (IMCS)," in Proc. SPIE Med. Imaging IV: PACS Design Eval., Newport Beach, CA, Feb. 1990, pp. 270-274.
    • (1990) , pp. 270-274
    • Levin, K.1    Fielding, R.2
  • 5
    • 0002226701 scopus 로고
    • "Intelligent pre-fetch strategies for historical images in a large PACS"
    • Proc. SPIE Med. Imaging: PACS Design Eval., Newport Beach, CA, Feb
    • D. L. Wilson, D. Smith, and B. Rice, "Intelligent pre-fetch strategies for historical images in a large PACS," in Proc. SPIE Med. Imaging: PACS Design Eval., Newport Beach, CA, Feb. 1994, pp. 112-123.
    • (1994) , pp. 112-123
    • Wilson, D.L.1    Smith, D.2    Rice, B.3
  • 6
    • 0005156134 scopus 로고
    • "Acquisition and evaluation of knowledge-based image retrieval system"
    • Proc. SPIE Med. Imaging VIII: PACS Design Eval., Newport Beach, CA, Feb
    • O. R. Liu Sheng, P. Hu, C.-P. Wei, T. Ovitt, and S. Akata, "Acquisition and evaluation of knowledge-based image retrieval system," in Proc. SPIE Med. Imaging VIII: PACS Design Eval., Newport Beach, CA, Feb. 1994, pp. 714-725.
    • (1994) , pp. 714-725
    • Liu Sheng, O.R.1    Hu, P.2    Wei, C.-P.3    Ovitt, T.4    Akata, S.5
  • 8
    • 0026483979 scopus 로고
    • "A composite approach to inducing knowledge for expert system design"
    • T. P. Liang, "A composite approach to inducing knowledge for expert system design," Manage. Sci., vol. 38, no. 1, pp. 1-17, 1992.
    • (1992) Manage. Sci. , vol.38 , Issue.1 , pp. 1-17
    • Liang, T.P.1
  • 9
    • 0342890475 scopus 로고
    • "Engineering patient image retrieval knowledge"
    • O. R. Liu Sheng, C.-P. Wei, and P. Hu, "Engineering patient image retrieval knowledge," J. Knowledge Eng. Tech., vol. 7, no. 2, pp. 44-60, 1994.
    • (1994) J. Knowledge Eng. Tech. , vol.7 , Issue.2 , pp. 44-60
    • Liu Sheng, O.R.1    Wei, C.-P.2    Hu, P.3
  • 10
    • 0031648528 scopus 로고    scopus 로고
    • "Neural network learning for intelligent patient-image retrieval"
    • Jan./Feb
    • O. R. Liu Sheng, C.-P. Wei, and P. Hu, "Neural network learning for intelligent patient-image retrieval," IEEE Intell. Syst., vol. 13, no. 1, pp. 49-57, Jan./Feb. 1998.
    • (1998) IEEE Intell. Syst. , vol.13 , Issue.1 , pp. 49-57
    • Liu Sheng, O.R.1    Wei, C.-P.2    Hu, P.3
  • 11
    • 33744584654 scopus 로고
    • "Induction of decision trees"
    • J. R. Quinlan, "Induction of decision trees," Mach. Learning, vol. 1, pp. 81-106, 1986.
    • (1986) Mach. Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 13
    • 0023417432 scopus 로고
    • "Simplifying decision trees"
    • J. R. Quinlan, "Simplifying decision trees," Int. J. Man-Mach. Studies, vol. 27, no. 3, pp. 221-234, 1987.
    • (1987) Int. J. Man-Mach. Studies , vol.27 , Issue.3 , pp. 221-234
    • Quinlan, J.R.1
  • 15
    • 0003312474 scopus 로고
    • "On the quasiminimal solution of the general covering problem"
    • Switching Circuits, Bled, Yugoslavia
    • R. S. Michalski, "On the quasiminimal solution of the general covering problem," in Proc. 5th Int. Symp. Info. Process., vol. A3, Switching Circuits, Bled, Yugoslavia, 1969, pp. 125-128.
    • (1969) Proc. 5th Int. Symp. Info. Process. , vol.A3 , pp. 125-128
    • Michalski, R.S.1
  • 16
    • 85005299854 scopus 로고
    • "The multipurpose incremental learning system AQ15 and its testing application to three medical domains"
    • R. S. Michalski, I. Mozetic, J. Hong, and N. Lavrac, "The multipurpose incremental learning system AQ15 and its testing application to three medical domains," in Proc. Amer. Assoc. Artif. Intell., vol. 2, 1986, pp. 1041-1045.
    • (1986) Proc. Amer. Assoc. Artif. Intell. , vol.2 , pp. 1041-1045
    • Michalski, R.S.1    Mozetic, I.2    Hong, J.3    Lavrac, N.4
  • 19
    • 0030121244 scopus 로고    scopus 로고
    • "Advances in feedforward neural networks: Demystifying knowledge acquiring black boxes"
    • Apr
    • C. G. Looney, "Advances in feedforward neural networks: Demystifying knowledge acquiring black boxes," IEEE Trans. Knowledge Data Eng. vol. 8, no. 2, pp. 211-226, Apr. 1996.
    • (1996) IEEE Trans. Knowledge Data Eng. , vol.8 , Issue.2 , pp. 211-226
    • Looney, C.G.1
  • 20
    • 0027242791 scopus 로고
    • "Backpropagation neural nets with one and two hidden layers"
    • Jan
    • J. de Villiers and E. Barnard, "Backpropagation neural nets with one and two hidden layers," IEEE Trans. Neural Netw., vol. 4, no. 1, pp. 136-141, Jan. 1992.
    • (1992) IEEE Trans. Neural Netw. , vol.4 , Issue.1 , pp. 136-141
    • de Villiers, J.1    Barnard, E.2
  • 21
    • 0000595242 scopus 로고
    • "Note on learning rate schedules for stochastic optimization"
    • R. P. Lippmann, J. E. Moody, D. S. Turetzky, and M. Kaufmann, Eds
    • C. Darken and J. E. Moody, "Note on learning rate schedules for stochastic optimization," in Adv. Neural Info. Process., vol. 3, R. P. Lippmann, J. E. Moody, D. S. Turetzky, and M. Kaufmann, Eds., 1991, pp. 832-838.
    • (1991) Adv. Neural Info. Process. , vol.3 , pp. 832-838
    • Darken, C.1    Moody, J.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.