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Volumn 21, Issue 8, 2012, Pages 3546-3559

A Feature-based learning framework for accurate prostate localization in CT images

Author keywords

Image guided radiation therapy; Learning based framework; Online update mechanism; Prostate localization

Indexed keywords

ANATOMICAL FEATURES; AUTOMATIC SEGMENTATIONS; COMPUTED TOMOGRAPHY; CT IMAGE; DATA SETS; FEATURE-BASED; IMAGE APPEARANCE; IMAGE CONTRASTS; IMAGE-GUIDED RADIATION THERAPY; INPUT IMAGE; LEARNING FRAMEWORKS; LEARNING-BASED FRAMEWORK; LOCALIZATION ACCURACY; MEDICAL IMAGE ANALYSIS; PROSTATE LOCALIZATION; SALIENT FEATURES; TREATMENT TIME;

EID: 84864142669     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2012.2194296     Document Type: Article
Times cited : (28)

References (28)
  • 1
    • 46749142958 scopus 로고    scopus 로고
    • Automatic initialization of an active shape model of the prostate
    • F. Cosio, "Automatic initialization of an active shape model of the prostate," Med. Imag. Anal., vol. 12, no. 4, pp. 469-483, 2008.
    • (2008) Med. Imag. Anal , vol.12 , Issue.4 , pp. 469-483
    • Cosio, F.1
  • 3
    • 19044388414 scopus 로고    scopus 로고
    • Model-based segmentation of medical imagery by matching distributions
    • Mar
    • D. Freedman, R. Radke, T. Zhang, Y. Jeong, D. Lovelock, and G. Chen, "Model-based segmentation of medical imagery by matching distributions," IEEE Trans. Med. Imag., vol. 24, no. 3, pp. 281-292, Mar. 2005.
    • (2005) IEEE Trans. Med. Imag , vol.24 , Issue.3 , pp. 281-292
    • Freedman, D.1    Radke, R.2    Zhang, T.3    Jeong, Y.4    Lovelock, D.5    Chen, G.6
  • 4
    • 78149479401 scopus 로고    scopus 로고
    • Segmenting CT prostate images using population and patient-specific statistics for radiotherapy
    • Q. Feng, M. Foskey, W. Chen, and D. Shen, "Segmenting CT prostate images using population and patient-specific statistics for radiotherapy," Med. Phys., vol. 37, no. 8, pp. 4121-4132, 2010.
    • (2010) Med. Phys , vol.37 , Issue.8 , pp. 4121-4132
    • Feng, Q.1    Foskey, M.2    Chen, W.3    Shen, D.4
  • 5
    • 80053495849 scopus 로고    scopus 로고
    • Learning-based prostate localization for image guided radiation therapy
    • L. Zhou, S. Liao, W. Li, and D. Shen, "Learning-based prostate localization for image guided radiation therapy," in Proc. Int. Symp. Biomed. Imag., 2011, pp. 2103-2106.
    • (2011) Proc. Int. Symp. Biomed. Imag , pp. 2103-2106
    • Zhou, L.1    Liao, S.2    Li, W.3    Shen, D.4
  • 7
    • 78449235459 scopus 로고    scopus 로고
    • Segmenting the prostate and rectum in CT imagery using anatomical constraints
    • S. Chen, D. Lovelock, and R. Radke, "Segmenting the prostate and rectum in CT imagery using anatomical constraints," Med. Imag. Anal., vol. 15, no. 1, pp. 1-11, 2011.
    • (2011) Med. Imag. Anal , vol.15 , Issue.1 , pp. 1-11
    • Chen, S.1    Lovelock, D.2    Radke, R.3
  • 8
    • 56749182126 scopus 로고    scopus 로고
    • Atlas-based prostate segmentation using an hybrid registration
    • S. Martin, V. Daanen, and J. Troccaz, "Atlas-based prostate segmentation using an hybrid registration," Int. J. Comput. Assist. Radiol. Surgery, vol. 3, no. 6, pp. 485-492, 2008.
    • (2008) Int. J. Comput. Assist. Radiol. Surgery , vol.3 , Issue.6 , pp. 485-492
    • Martin, S.1    Daanen, V.2    Troccaz, J.3
  • 9
    • 29144447750 scopus 로고    scopus 로고
    • Large deformation three-dimensional image registration in image-guided radiation therapy
    • DOI 10.1088/0031-9155/50/24/008, PII S0031915505036018
    • M. Foskey, B. Davis, L. Goyal, S. Chang, E. Chaney, N. Strehl, S. Tomei, J. Rosenman, and S. Joshi, "Large deformation three-dimensional image registration in image-guided radiation therapy," Phys. Med. Biol., vol. 50, no. 24, pp. 5869-5892, 2005. (Pubitemid 41795839)
    • (2005) Physics in Medicine and Biology , vol.50 , Issue.24 , pp. 5869-5892
    • Foskey, M.1    Davis, B.2    Goyal, L.3    Chang, S.4    Chaney, E.5    Strehl, N.6    Tomei, S.7    Rosenman, J.8    Joshi, S.9
  • 11
    • 33750236759 scopus 로고    scopus 로고
    • Segmentation of medical images using a genetic algorithm
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • P. Ghosh and M. Mitchell, "Segmentation of medical images using a genetic algorithm," in Proc. 8th Annu. Conf. Genetic Evol. Comput., 2006, pp. 1171-1178. (Pubitemid 44611449)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.2 , pp. 1171-1178
    • Ghosh, P.1    Mitchell, M.2
  • 12
    • 41049088416 scopus 로고    scopus 로고
    • Automatic segmentation of thoracic and pelvic CT images for radiotherapy planning using implicit anatomic knowledge and organ-specific segmentation strategies
    • B. Haas, T. Coradi, M. Scholz, P. Kunz, M. Huber, U. Oppitz, L. Andre, V. Lengkeek, D. Huyskens, A. Esch, and R. Reddick, "Automatic segmentation of thoracic and pelvic CT images for radiotherapy planning using implicit anatomic knowledge and organ-specific segmentation strategies," Phys. Med. Biol., vol. 53, no. 6, pp. 1751-1772, 2008.
    • (2008) Phys. Med. Biol , vol.53 , Issue.6 , pp. 1751-1772
    • Haas, B.1    Coradi, T.2    Scholz, M.3    Kunz, P.4    Huber, M.5    Oppitz, U.6    Andre, L.7    Lengkeek, V.8    Huyskens, D.9    Esch, A.10    Reddick, R.11
  • 13
    • 67349159076 scopus 로고    scopus 로고
    • Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI
    • N. Makni, P. Puech, R. Lopes, A. Dewalle, O. Colot, and N. Betrouni, "Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI," Int. J. Comput. Assist. Radiol. Surgery, vol. 4, no. 2, pp. 181-188, 2009.
    • (2009) Int. J. Comput. Assist. Radiol. Surgery , vol.4 , Issue.2 , pp. 181-188
    • Makni, N.1    Puech, P.2    Lopes, R.3    Dewalle, A.4    Colot, O.5    Betrouni, N.6
  • 15
    • 33644636043 scopus 로고    scopus 로고
    • Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method
    • DOI 10.1109/TMI.2005.862744
    • Y. Zhan and D. Shen, "Deformable segmentation of 3D ultrasound prostate images using statistical texture matching method," IEEE Trans. Med. Imag., vol. 25, no. 3, pp. 256-272, Mar. 2006. (Pubitemid 43320643)
    • (2006) IEEE Transactions on Medical Imaging , vol.25 , Issue.3 , pp. 256-272
    • Zhan, Y.1    Shen, D.2
  • 16
    • 0037941623 scopus 로고    scopus 로고
    • Segmentation of prostate boundaries from ultrasound images using statistical shape model
    • Apr
    • D. Shen, Y. Zhan, and C. Davatzikos, "Segmentation of prostate boundaries from ultrasound images using statistical shape model," IEEE Trans. Med. Imag., vol. 22, no. 4, pp. 539-551, Apr. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.4 , pp. 539-551
    • Shen, D.1    Zhan, Y.2    Davatzikos, C.3
  • 17
    • 0034755428 scopus 로고    scopus 로고
    • A three-dimensional deformable model for segmentation of human prostate from ultrasound images
    • DOI 10.1118/1.1388221
    • A. Ghanei, H. Soltanian-Zadeh, A. Ratkewicz, and F. Yin, "A three dimensional deformable model for segmentation of human prostate from ultrasound images," Med. Phys., vol. 28, no. 10, pp. 2147-2153, 2001. (Pubitemid 32977561)
    • (2001) Medical Physics , vol.28 , Issue.10 , pp. 2147-2153
    • Ghanei, A.1    Soltanian-Zadeh, H.2    Ratkewicz, A.3    Yin, F.-F.4
  • 18
    • 0344823746 scopus 로고    scopus 로고
    • Automated segmentation of 3D US prostate images using statistical texture-based matching method
    • Y. Zhan and D. Shen, "Automated segmentation of 3D US prostate images using statistical texture-based matching method," in Proc. Med. Imag. Comput. Comput.-Assist. Intervent., 2003, pp. 688-696.
    • (2003) Proc. Med. Imag. Comput. Comput.-Assist. Intervent , pp. 688-696
    • Zhan, Y.1    Shen, D.2
  • 20
    • 34548038659 scopus 로고    scopus 로고
    • Multimodality image registration by maximization of quantitative- qualitative measure of mutual information
    • H. Luan, F. Qi, Z. Xue, L. Chen, and D. Shen, "Multimodality image registration by maximization of quantitative-qualitative measure of mutual information," Pattern Recognit., vol. 41, no. 1, pp. 285-295, 2008.
    • (2008) Pattern Recognit , vol.41 , Issue.1 , pp. 285-295
    • Luan, H.1    Qi, F.2    Xue, Z.3    Chen, L.4    Shen, D.5
  • 22
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • DOI 10.1016/S1053-8119(02)91132-8
    • M. Jenkinson, P. Bannister, M. Brady, and S. Smith, "Improved optimization for the robust and accurate linear registration and motion correction of brain images," NeuroImage, vol. 17, no. 2, pp. 825-841, 2002. (Pubitemid 35317016)
    • (2002) NeuroImage , vol.17 , Issue.2 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 23
    • 0036880516 scopus 로고    scopus 로고
    • Hierarchical attribute matching mechanism for elastic registration
    • Nov
    • D. Shen and C. Davatzikos, "Hierarchical attribute matching mechanism for elastic registration," IEEE Trans. Med. Imag., vol. 21, no. 11, pp. 1421-1439, Nov. 2002.
    • (2002) IEEE Trans. Med. Imag , vol.21 , Issue.11 , pp. 1421-1439
    • Shen, D.1    Davatzikos, C.2
  • 24
    • 41649087417 scopus 로고    scopus 로고
    • Segmenting lung fields in serial chest radiographs using both population-based and patient-specific shape statistics
    • DOI 10.1109/TMI.2007.908130, 4359073
    • Y. Shi, F. Qi, Z. Xue, L. Chen, K. Ito, H. Matsuo, and D. Shen, "Segmenting lung fields in serial chest radiographs using both populationbased and patient-specific shape statistics," IEEE Trans. Med. Imag., vol. 27, no. 4, pp. 481-494, Apr. 2008. (Pubitemid 351479141)
    • (2008) IEEE Transactions on Medical Imaging , vol.27 , Issue.4 , pp. 481-494
    • Shi, Y.1    Qi, F.2    Xue, Z.3    Chen, L.4    Ito, K.5    Matsuo, H.6    Shen, D.7
  • 25
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul
    • G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell , vol.11 , Issue.7 , pp. 674-693
    • Mallat, G.1
  • 27
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 971-987, Jul. 2002. (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.