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Volumn 25, Issue 11, 2009, Pages 227-230

Bayesian transductive Markov random fields for interactive segmentation in retinal disorders

Author keywords

Bayesian transduction; Generative learning; Interactive Segmentation; Markov random fields; Mixture models; Naive Bayes

Indexed keywords

BACTERIOPHAGES; BIOMEDICAL ENGINEERING; BIOPHYSICS; COMPUTER AIDED DIAGNOSIS; LEARNING SYSTEMS; MARKOV PROCESSES; MEDICAL PHYSICS; MIXTURES; OPHTHALMOLOGY; SEMI-SUPERVISED LEARNING;

EID: 77950202195     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-03891-4_61     Document Type: Conference Paper
Times cited : (4)

References (15)
  • 3
    • 66749160345 scopus 로고    scopus 로고
    • Interactive Segmentation in Multi-Modal Medical Imagery using a Bayesian Transductive Learning Approach
    • To appear
    • N. Lee, J. Caban, S. Ebadollahi, A. Laine, "Interactive Segmentation in Multi-Modal Medical Imagery using a Bayesian Transductive Learning Approach", SPIE Medical Imaging Conference, To appear, (2009).
    • (2009) SPIE Medical Imaging Conference
    • Lee, N.1    Caban, J.2    Ebadollahi, S.3    Laine, A.4
  • 4
    • 27244432447 scopus 로고    scopus 로고
    • Classification of Fundus Auto-fluoescence Patterns in Early Age-Related Macular Disease
    • A. Bindewald, A.C. Bird, S.S. Dandekar et al., "Classification of Fundus Auto-fluoescence Patterns in Early Age-Related Macular Disease", Invest. Ophthal Vis Sci. 45, 3309-14, (2005).
    • (2005) Invest. Ophthal Vis Sci , vol.45 , pp. 3309-3314
    • Bindewald, A.1    Bird, A.C.2    Dandekar, S.S.3
  • 6
    • 33745456231 scopus 로고    scopus 로고
    • Semi-Supervised Learning Literature Survey
    • 1530, University of Wisconsin Madison
    • X. Zhu, "Semi-Supervised Learning Literature Survey", Computer Sciences Technical Report 1530, University of Wisconsin Madison, (2007).
    • (2007) Computer Sciences Technical Report
    • Zhu, X.1
  • 9
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman, D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images", IEEE Trans. On Pattern Analysis and Machine Intelligence, 6, 721-741, (1984).
    • (1984) IEEE Trans. On Pattern Analysis and Machine Intelligence , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 11
    • 59549087165 scopus 로고    scopus 로고
    • On Discriminative vs. Generative Classifiers: A comparison of logistic regression and Naïve Bayes
    • A. Ng, M. Jordan, "On Discriminative vs. Generative Classifiers: A comparison of logistic regression and Naïve Bayes", In NIPS 14 (2002).
    • (2002) NIPS , vol.14
    • Ng, A.1    Jordan, M.2
  • 12
    • 70350239663 scopus 로고    scopus 로고
    • A Naïve Bayes Classifier Using Transductive Inference for Text Classification, Technical Report, Dept. of Computer Science and Engineering, UCSD (2001)
    • Unpublished
    • K. Branson, "A Naïve Bayes Classifier Using Transductive Inference for Text Classification", Technical Report, Dept. of Computer Science and Engineering, UCSD (2001). Unpublished.
    • Branson, K.1
  • 13
    • 0033886806 scopus 로고    scopus 로고
    • Text Classification from Labeled and Unlabeled Documents using EM
    • K. Nigam, A. McCallum, S. Thrun, and T. Mitchell, "Text Classification from Labeled and Unlabeled Documents using EM", Machine Learning, 39, 103-134, (2000).
    • (2000) Machine Learning , vol.39 , pp. 103-134
    • Nigam, K.1    McCallum, A.2    Thrun, S.3    Mitchell, T.4
  • 14
    • 31844452069 scopus 로고    scopus 로고
    • Naïve Bayes Models for Probability Estimation
    • D. Lowd, P. Domingos, "Naïve Bayes Models for Probability Estimation", ICML, 529-536, (2005).
    • (2005) ICML , vol.529-536
    • Lowd, D.1    Domingos, P.2
  • 15
    • 77950191709 scopus 로고    scopus 로고
    • A. Dempster, N. Rubin, Maximum likelihood from incomplete data via the EM algorithm, J. of the Royal Stat. Soc., Series B, 39(1), 1-38, (1977).
    • A. Dempster, N. Rubin, "Maximum likelihood from incomplete data via the EM algorithm", J. of the Royal Stat. Soc., Series B, 39(1), 1-38, (1977).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.