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Volumn 9349, Issue , 2015, Pages 565-572

3D deep learning for efficient and robust landmark detection in volumetric data

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; COMPUTERIZED TOMOGRAPHY; MEDICAL IMAGING; VOLUMETRIC ANALYSIS;

EID: 84947419800     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-24553-9_69     Document Type: Chapter
Times cited : (163)

References (10)
  • 1
    • 82455204779 scopus 로고    scopus 로고
    • Robust automatic knee MR slice positioning through redundant and hierarchical anatomy detection
    • Zhan, Y., Dewan, M., Harder, M., Krishnan, A., Zhou, X.S.: Robust automatic knee MR slice positioning through redundant and hierarchical anatomy detection. IEEE Trans. Medical Imaging 30(12), 2087–2100 (2010)
    • (2010) IEEE Trans. Medical Imaging , vol.30 , Issue.12 , pp. 2087-2100
    • Zhan, Y.1    Dewan, M.2    Harder, M.3    Krishnan, A.4    Zhou, X.S.5
  • 2
    • 84927915984 scopus 로고    scopus 로고
    • Reliable extraction of the mid-sagittal plane in 3D brain MRI via hierarchical landmark detection
    • Schwing, A.G., Zheng, Y.: Reliable extraction of the mid-sagittal plane in 3D brain MRI via hierarchical landmark detection. In: Proc. Int’l Sym. Biomedical Imaging, pp. 213–216 (2014)
    • (2014) Proc. Int’l Sym. Biomedical Imaging , pp. 213-216
    • Schwing, A.G.1    Zheng, Y.2
  • 4
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
    • Vincent, P., Larochelle, H., Lajoie, I., Bengio, Y., Manzagol, P.A.: Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion. The Journal of Machine Learning Research 11, 3371–3408 (2010)
    • (2010) The Journal of Machine Learning Research , vol.11 , pp. 3371-3408
    • Vincent, P.1    Larochelle, H.2    Lajoie, I.3    Bengio, Y.4    Manzagol, P.A.5
  • 5
    • 84885933775 scopus 로고    scopus 로고
    • Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network
    • In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.), Springer, Heidelberg
    • Prasoon, A., Petersen, K., Igel, C., Lauze, F., Dam, E., Nielsen, M.: Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part II. LNCS, vol. 8150, pp. 246–253. Springer, Heidelberg (2013)
    • (2013) MICCAI 2013, Part II. LNCS , vol.8150 , pp. 246-253
    • Prasoon, A.1    Petersen, K.2    Igel, C.3    Lauze, F.4    Dam, E.5    Nielsen, M.6
  • 6
    • 84909644435 scopus 로고    scopus 로고
    • A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations
    • In: Golland, P., Hata, N., Barillot, C., Hornegger, J., Howe, R. (eds.), Springer, Heidelberg
    • Roth, H.R., et al.: A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations. In: Golland, P., Hata, N., Barillot, C., Hornegger, J., Howe, R. (eds.) MICCAI 2014, Part I. LNCS, vol. 8673, pp. 520–527. Springer, Heidelberg (2014)
    • (2014) MICCAI 2014, Part I. LNCS , vol.8673 , pp. 520-527
    • Roth, H.R.1
  • 9
    • 79951898361 scopus 로고    scopus 로고
    • A scalable optimization approach for fitting canonical tensor decompositions
    • Acar, E., Dunlavy, D.M., Kolda, T.G.: A scalable optimization approach for fitting canonical tensor decompositions. Journal of Chemometrics 25(2), 67–86 (2011)
    • (2011) Journal of Chemometrics , vol.25 , Issue.2 , pp. 67-86
    • Acar, E.1    Dunlavy, D.M.2    Kolda, T.G.3
  • 10
    • 33745897632 scopus 로고    scopus 로고
    • Probabilistic boosting-tree: Learning discriminative methods for classification, recognition, and clustering
    • Tu, Z.: Probabilistic boosting-tree: Learning discriminative methods for classification, recognition, and clustering. In: Proc. Int’l Conf. Computer Vision, pp. 1589–1596 (2005)
    • (2005) Proc. Int’l Conf. Computer Vision , pp. 1589-1596
    • Tu, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.