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Volumn 2015-July, Issue , 2015, Pages 428-431

Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment

Author keywords

Fibrotic cap; Intravscular optical coherence tomography; Random forests; Tissue characterization

Indexed keywords

DECISION MAKING; DECISION TREES; HISTOLOGY; MEDICAL IMAGING; OPTICAL TOMOGRAPHY; RANDOM FORESTS; SPECKLE; STOCHASTIC SYSTEMS; TOMOGRAPHY;

EID: 84944328255     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2015.7163903     Document Type: Conference Paper
Times cited : (6)

References (10)
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    • Ughi, G.J.1    Adriaenssens, T.2    Sinnaeve, P.3    Desmet, W.4    Dhooge, J.5
  • 2
    • 84904904429 scopus 로고    scopus 로고
    • In-vivo segmentation and quantification of coronary lesions by optical coherence tomography images for a lesion type definition and stenosis grading
    • S Celi and S Berti, "In-vivo segmentation and quantification of coronary lesions by optical coherence tomography images for a lesion type definition and stenosis grading," Medical Image Analysis, vol. 18, no. 7, pp. 1157-1168, 2014.
    • (2014) Medical Image Analysis , vol.18 , Issue.7 , pp. 1157-1168
    • Celi, S.1    Berti, S.2
  • 4
    • 51649126449 scopus 로고    scopus 로고
    • Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography
    • Chenyang Xu, Stephane G Carlier, Renu Virmani, and Joseph M Schmitt, "Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography," Journal of biomedical optics, vol. 13, no. 3, pp. 034003-034003, 2008.
    • (2008) Journal of Biomedical Optics , vol.13 , Issue.3 , pp. 034003-034003
    • Xu, C.1    Carlier, S.G.2    Virmani, R.3    Schmitt, J.M.4
  • 9
    • 84886405393 scopus 로고    scopus 로고
    • Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound
    • D Sheet, A Karamalis, A Eslami, P Nöel, J Chatterjee, A K Ray, A F Laine, S G Carlier, N Navab, and A Katouzian, "Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound," Medical Image Analysis, vol. 18, no. 1, pp. 103-117, 2014.
    • (2014) Medical Image Analysis , vol.18 , Issue.1 , pp. 103-117
    • Sheet, D.1    Karamalis, A.2    Eslami, A.3    Nöel, P.4    Chatterjee, J.5    Ray, A.K.6    Laine, A.F.7    Carlier, S.G.8    Navab, N.9    Katouzian, A.10
  • 10
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L Breiman, "Random forests," Machine learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.