• Acta Optica Sinica
  • Vol. 38, Issue 2, 0215005 (2018)
Yifeng Lu1、2, Qinhua Jin1, Jing Jing1, Yundai Chen1, Yihui Cao1, Jianan Li1, and Rui Zhu1、*
Author Affiliations
  • 1 Department of Cardiology, Chinese PLA General Hospital, Beijing 100853, China
  • 1 State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, Shaanxi 710000, China
  • 2 University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/AOS201838.0215005 Cite this Article Set citation alerts
    Yifeng Lu, Qinhua Jin, Jing Jing, Yundai Chen, Yihui Cao, Jianan Li, Rui Zhu. Detection and Segmentation Algorithm for Bioresorbable Vascular Scaffolds Struts Based on Machine Learning[J]. Acta Optica Sinica, 2018, 38(2): 0215005 Copy Citation Text show less
    References

    [1] Serruys P W, Ormiston J A, Onuma Y et al. A bioabsorbable everolimus-eluting coronary stent system (ABSORB): 2-year outcomes and results from multiple imaging methods[J]. The Lancet, 373, 897-910(2009). http://eurheartj.oxfordjournals.org/lookup/external-ref?access_num=19286089&link_type=MED&atom=%2Fehj%2F30%2F20%2F2441.atom

    [2] Lu Y, Li Z L, Wang X Z et al. Development of 50 kHz intravascular swept source optical coherence tomographic system[J]. Chinese Journal of Lasers, 44, 0207001(2017).

    [3] Shi B Y, Meng Z, Liu T G et al. Non-distorted imaging depth of optical coherence tomography system in human dental tissues[J]. Acta Optica Sinica, 34, 0217001(2014).

    [4] Gonzalo N, Serruys P W, Piazza N et al. Optical coherence tomography (OCT) in secondary revascularisation: stent and graft assessment[J]. EuroIntervention, 5, 93-100(2009). http://europepmc.org/abstract/med/19736079

    [5] Xu C Y, Schmitt J M, Akasaka T et al. Automatic detection of stent struts with thick neointimal growth in intravascular optical coherence tomography image sequences[J]. Physics in Medicine and Biology, 56, 6665-6675(2011). http://europepmc.org/abstract/med/21946129

    [6] Wang A C, Nakatani S, Eggermont J et al. Automatic detection of bioresorbable vascular scaffold struts in intravascular optical coherence tomography pullback runs[J]. Biomedical Optics Express, 5, 3589-3602(2014). http://www.ncbi.nlm.nih.gov/pubmed/25360375

    [7] Amini A A, Weymouth T E, Jain R C. Using dynamic programming for solving variational problems in vision[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 12, 855-867(1990). http://doi.ieeecomputersociety.org/10.1109/34.57681

    [8] Viola P, Jones M J. Robust real-time face detection[J]. International Journal of Computer Vision, 57, 137-154(2004). http://dl.acm.org/citation.cfm?id=966458

    [9] Freund Y, Schapire R E. A desicion-theoretic generalization of on-line learning and an application to boosting[C]. European Conference on Computational Learning Theory, 23-37(1995).

    [10] Cao Y H, Jin Q H, Chen Y D et al. Automatic identification of side branch and main vascular measurements in intravascular optical coherence tomography images[C]. IEEE 14 th International Symposium on Biomedical Imaging, 16968796(2017).

    [11] Duda R O, Hart P E. Use of the Hough transformation to detect lines and curves in pictures[J]. Communications of the ACM, 15, 11-15(1972). http://dl.acm.org/citation.cfm?id=361242

    [12] Gogas B D, Farooq V, Onuma Y et al. The ABSORB bioresorbable vascular scaffold: an evolution or revolution in interventional cardiology[J]. Hellenic J Cardiol, 53, 301-309(2012). http://europepmc.org/abstract/MED/22796817

    Yifeng Lu, Qinhua Jin, Jing Jing, Yundai Chen, Yihui Cao, Jianan Li, Rui Zhu. Detection and Segmentation Algorithm for Bioresorbable Vascular Scaffolds Struts Based on Machine Learning[J]. Acta Optica Sinica, 2018, 38(2): 0215005
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