메뉴 건너뛰기




Volumn 7, Issue 4, 2009, Pages 487-496

On the application of ensembles of classifiers to the diagnosis of pathologies of the vertebral column: A comparative analysis

Author keywords

Computer aided diagnosis; Ensembles of classifiers; Neural networks; Support vector machine; Vertebral column

Indexed keywords

COMPARATIVE ANALYSIS; COMPREHENSIVE PERFORMANCE; CONFUSION MATRICES; ENSEMBLES OF CLASSIFIERS; GENERALIZATION PERFORMANCE; LEARNING STRATEGY; MACHINE LEARNING ALGORITHMS; MEDICAL DIAGNOSIS; VERTEBRAL COLUMN;

EID: 78149363066     PISSN: 15480992     EISSN: None     Source Type: Journal    
DOI: 10.1109/TLA.2009.5349049     Document Type: Conference Paper
Times cited : (59)

References (32)
  • 2
    • 48349096032 scopus 로고    scopus 로고
    • Neural network classification of otoneurological data and its visualization
    • Aug.
    • M. Siermala, M. Juhola, and E. Kentala, "Neural network classification of otoneurological data and its visualization", Computers in Biology and Medicine, vol.38, no.8,pp.858-866, Aug. 2008.
    • (2008) Computers in Biology and Medicine , vol.38 , Issue.8 , pp. 858-866
    • Siermala, M.1    Juhola, M.2    Kentala, E.3
  • 3
    • 34547092430 scopus 로고    scopus 로고
    • Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia
    • July
    • W.M. Haddad, J.M. Bailey, T. Hayakawa, and N. Hovakimyan, "Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia", IEEE Transactions on Neural Networks, , vol.18, no.4, pp.1049-1066, July 2007.
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.4 , pp. 1049-1066
    • Haddad, W.M.1    Bailey, J.M.2    Hayakawa, T.3    Hovakimyan, N.4
  • 6
    • 11144351037 scopus 로고    scopus 로고
    • Do physicians value decision support? a look at the effect of decision support systems on physician opinion
    • S. Dreiseitl, and M. Binder, "Do physicians value decision support? a look at the effect of decision support systems on physician opinion", Artificial Intelligence in Medicine, vol.33, no.01, pp. 25-30, 2005.
    • (2005) Artificial Intelligence in Medicine , vol.33 , Issue.1 , pp. 25-30
    • Dreiseitl, S.1    Binder, M.2
  • 7
    • 0027579011 scopus 로고
    • Neural computation in medicine
    • J. A. Reggia, "Neural computation in medicine", Artificial Intelligence in Medicine, vol.5, no.2, pp.143-157, 1993.
    • (1993) Artificial Intelligence in Medicine , vol.5 , Issue.2 , pp. 143-157
    • Reggia, J.A.1
  • 9
    • 84937440265 scopus 로고    scopus 로고
    • Medical analysis and diagnosis by neural networks
    • nd International Symposium on Medical Data Analysis (ISMDA'2001), Springer
    • nd International Symposium on Medical Data Analysis (ISMDA'2001), LNCS 2199, Springer, pp.1-13, 2001.
    • (2001) LNCS , vol.2199 , pp. 1-13
    • Brause, R.1
  • 11
    • 4243091621 scopus 로고    scopus 로고
    • Bibliometric overview of the utilization of artificial neural networks in medicine and biology
    • C. Robert, C. D. Arreto, J. Azerad, and G. Jean-Francois. "Bibliometric overview of the utilization of artificial neural networks in medicine and biology", Scientometrics, vol.59, no.1, pp. 117-130, 2004.
    • (2004) Scientometrics , vol.59 , Issue.1 , pp. 117-130
    • Robert, C.1    Arreto, C.D.2    Azerad, J.3    Jean-Francois, G.4
  • 13
    • 0035188093 scopus 로고    scopus 로고
    • On the use and usefulness of fuzzy sets in medical AI
    • F. Steimann, "On the use and usefulness of fuzzy sets in medical AI", Artificial Intelligence in Medicine, vol.21, no.1-3, pp. 131-137, 2001.
    • (2001) Artificial Intelligence in Medicine , vol.21 , Issue.1-3 , pp. 131-137
    • Steimann, F.1
  • 15
    • 0032803399 scopus 로고    scopus 로고
    • Neural network applications in physical medicine and rehabilitation
    • July-Aug.
    • L. Ohno-Machado, and T. Rowland, "Neural network applications in physical medicine and rehabilitation", American Journal of Physical Medicine & Rehabilitation, vol.78, no.4, pp.392-398, July-Aug.1999.
    • (1999) American Journal of Physical Medicine & Rehabilitation , vol.78 , Issue.4 , pp. 392-398
    • Ohno-Machado, L.1    Rowland, T.2
  • 16
    • 0028037474 scopus 로고
    • Simulated neural networks to predict outcomes, costs, and length of stay among orthopedic rehabilitation patients
    • J. Grigsby, R. Kooken, and J. Hershberger, "Simulated neural networks to predict outcomes, costs, and length of stay among orthopedic rehabilitation patients", Archives of Physical Medicine and Rehabilitation, vol. 75, no.10, pp. 1077-1081, 1994.
    • (1994) Archives of Physical Medicine and Rehabilitation , vol.75 , Issue.10 , pp. 1077-1081
    • Grigsby, J.1    Kooken, R.2    Hershberger, J.3
  • 18
    • 4744370396 scopus 로고    scopus 로고
    • Applications of artificial neural nets in clinical biomechanics
    • W. I. Schollhorn, "Applications of artificial neural nets in clinical biomechanics", Clinical Biomechanics, vol.19, no.9, pp. 876-898, 2004.
    • (2004) Clinical Biomechanics , vol.19 , Issue.9 , pp. 876-898
    • Schollhorn, W.I.1
  • 22
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • L. Xu, A. Krzyzak, and C. Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition", IEEE Transactions on Systems, Man, and Cybernetics, vol.22, no.3, pp.418-435, 1992.
    • (1992) IEEE Transactions on Systems, Man, and Cybernetics , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 23
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging predictors", Machine Learning, pp. 123-140, 1996.
    • (1996) Machine Learning , pp. 123-140
    • Breiman, L.1
  • 25
    • 36349025108 scopus 로고    scopus 로고
    • Guanabara Koogan, Rio de Janeiro
    • S. J. Hall, "Biomecânica Básica", Guanabara Koogan, Rio de Janeiro, 2000.
    • (2000) Biomecânica Básica
    • Hall, S.J.1
  • 26
    • 13744256790 scopus 로고    scopus 로고
    • Analysis of the sagittal balance of the spine and pelvis using shape and orientation parameters
    • E. Berthonnaud, J. Dimnet, P. Roussouly, and H. Labelle. Analysis of the sagittal balance of the spine and pelvis using shape and orientation parameters. Journal of Spinal Disorders & Techniques, vol.18, no.1, pp.40-47, 2005.
    • (2005) Journal of Spinal Disorders & Techniques , vol.18 , Issue.1 , pp. 40-47
    • Berthonnaud, E.1    Dimnet, J.2    Roussouly, P.3    Labelle, H.4
  • 30
    • 0026254768 scopus 로고
    • A general regression neural network
    • D. F. Specht. A general regression neural network. IEEE Transactions on Neural Networks, vol. 2, no.6, pp.568-576, 1991.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.6 , pp. 568-576
    • Specht, D.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.