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Volumn 2015-July, Issue , 2015, Pages 760-763

Tree RE-weighted belief propagation using deep learning potentials for mass segmentation from mammograms

Author keywords

Deep learning; Gaussian Mixture model; Mammograms; mass segmentation; tree re weighted belief propagation

Indexed keywords

FORESTRY; GAUSSIAN DISTRIBUTION; IMAGE SEGMENTATION; LEARNING SYSTEMS; MAMMOGRAPHY; MEDICAL IMAGING; RANDOM PROCESSES; X RAY SCREENS;

EID: 84944323200     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2015.7163983     Document Type: Conference Paper
Times cited : (30)

References (20)
  • 1
    • 41349099104 scopus 로고    scopus 로고
    • Cancer statistics
    • A. Jemal et al., "Cancer statistics, 2008," CA: A cancer journal for clinicians, vol. 58, no. 2, pp. 71-96, 2008.
    • (2008) CA: A Cancer Journal for Clinicians , vol.58 , Issue.2 , pp. 71-96
    • Jemal, A.1
  • 2
    • 84866081542 scopus 로고    scopus 로고
    • Mammography segmentation with maximum likelihood active contours
    • P. Rahmati, A. Adler et al., "Mammography segmentation with maximum likelihood active contours," MIA, vol. 16, no. 6, pp. 1167-1186, 2012.
    • (2012) MIA , vol.16 , Issue.6 , pp. 1167-1186
    • Rahmati, P.1    Adler, A.2
  • 3
    • 73949127167 scopus 로고    scopus 로고
    • Variability in interpretive performance at screening mammography and radiologists characteristics associated with accuracy1
    • J. Elmore et al., "Variability in interpretive performance at screening mammography and radiologists characteristics associated with accuracy1," Radiology, vol. 253, no. 3, pp. 641-651, 2009.
    • (2009) Radiology , vol.253 , Issue.3 , pp. 641-651
    • Elmore, J.1
  • 4
    • 57649188677 scopus 로고    scopus 로고
    • Digital mammographic computer aided diagnosis(cad) using adaptive level set segmentation
    • J. Ball and L. Bruce, "Digital mammographic computer aided diagnosis (cad) using adaptive level set segmentation," in EMBS 2007, 2007, pp. 4973-4978.
    • (2007) EMBS 2007 , pp. 4973-4978
    • Ball, J.1    Bruce, L.2
  • 7
    • 33745826319 scopus 로고    scopus 로고
    • Comparison of energy minimization algorithms for highly connected graphs
    • Springer
    • V. Kolmogorov et al., "Comparison of energy minimization algorithms for highly connected graphs," in Computer Vision-ECCV 2006, pp. 1-15. Springer, 2006.
    • (2006) Computer Vision-ECCV 2006 , pp. 1-15
    • Kolmogorov, V.1
  • 8
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • G. Hinton and R. Salakhutdinov, "Reducing the dimensionality of data with neural networks," Science, vol. 313, no. 5786, pp. 504-507, 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.1    Salakhutdinov, R.2
  • 13
    • 29344473978 scopus 로고    scopus 로고
    • Tree-reweighted belief propagation algorithms and approximate ml estimation by pseudo-moment matching
    • M.Wainwright, T. Jaakkola, and A.Willsky, "Tree-reweighted belief propagation algorithms and approximate ml estimation by pseudo-moment matching," in Workshop on Artificial Intelligence and Statistics, 2003, vol. 21, p. 97.
    • (2003) Workshop on Artificial Intelligence and Statistics , vol.21 , pp. 97
    • Wainwright, M.1    Jaakkola, T.2    Willsky, A.3
  • 14
    • 80053164534 scopus 로고    scopus 로고
    • Convergent message passing algorithms: A unifying view
    • T. Meltzer, A. Globerson, and Y. Weiss, "Convergent message passing algorithms: A unifying view," in UAI, 2009, pp. 393-401.
    • (2009) UAI , pp. 393-401
    • Meltzer, T.1    Globerson, A.2    Weiss, Y.3
  • 16
    • 81855175314 scopus 로고    scopus 로고
    • Needs assessment for next generation computer-aided mammography reference image databases and evaluation studies
    • A. Horsch, et al., "Needs assessment for next generation computer-aided mammography reference image databases and evaluation studies," International journal of computer assisted radiology and surgery, vol. 6, no. 6, pp. 749-767, 2011.
    • (2011) International Journal of Computer Assisted Radiology and Surgery , vol.6 , Issue.6 , pp. 749-767
    • Horsch, A.1
  • 19
    • 84879982538 scopus 로고    scopus 로고
    • An example-based system to support the segmentation of stellate lesions
    • Springer
    • M. Beller et al., "An example-based system to support the segmentation of stellate lesions," in Bildverarbeitung für die Medizin 2005, pp. 475-479. Springer, 2005.
    • (2005) Bildverarbeitung Für Die Medizin , pp. 475-479
    • Beller, M.1
  • 20
    • 35648984504 scopus 로고    scopus 로고
    • A dual-stage method for lesion segmentation on digital mammograms
    • Y. Yuan et al., "A dual-stage method for lesion segmentation on digital mammograms," Medical physics, vol. 34, pp. 4180, 2007.
    • (2007) Medical Physics , vol.34 , pp. 4180
    • Yuan, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.