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Volumn 35, Issue 1, 2016, Pages 174-183

Estimating CT Image from MRI Data Using Structured Random Forest and Auto-Context Model

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; DIAGNOSIS; FORECASTING; ITERATIVE METHODS; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; POSITRON EMISSION TOMOGRAPHY;

EID: 84959335586     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.2015.2461533     Document Type: Article
Times cited : (275)

References (32)
  • 1
    • 0031791001 scopus 로고    scopus 로고
    • Attenuation correction for a combined 3d pet/ct scanner
    • P. E. Kinahan et al., "Attenuation correction for a combined 3D PET/CT scanner," Med. Phys., vol. 25, no. 10, pp. 2046-2053, 1998.
    • (1998) Med. Phys , vol.25 , Issue.10 , pp. 2046-2053
    • Kinahan, P.E.1
  • 2
    • 36549007486 scopus 로고    scopus 로고
    • Computed tomography-An increasing source of radiation exposure
    • D. J. Brenner and E. J. Hall, "Computed tomography-An increasing source of radiation exposure," N. Eng. J. Med., vol. 357, no. 22, pp. 2277-2284, 2007.
    • (2007) N. Eng. J. Med , vol.357 , Issue.22 , pp. 2277-2284
    • Brenner, D.J.1    Hall, E.J.2
  • 3
    • 0038247944 scopus 로고    scopus 로고
    • Magnetic resonance imaging-guided attenuation and scatter corrections in three-dimensional brain positron emission tomography
    • H. Zaidi, M.-L. Montandon, and D. O. Slosman, "Magnetic resonance imaging-guided attenuation and scatter corrections in three-dimensional brain positron emission tomography," Med. Phys., vol. 30, no. 5, pp. 937-948, 2003.
    • (2003) Med. Phys , vol.30 , Issue.5 , pp. 937-948
    • Zaidi, H.1    Montandon, M.-L.2    Slosman, D.O.3
  • 4
    • 84888603079 scopus 로고    scopus 로고
    • Investigation of a method for generating synthetic ct models from mri scans of the head and neck for radiation therapy
    • 10.1088/0031-9155/58/23/8419
    • S.-H. Hsu et al., "Investigation of a method for generating synthetic CT models from MRI scans of the head and neck for radiation therapy," Phys. Med. Biol., vol. 58, no. 23, pp. 10.1088/0031-9155/58/23/8419, 2013.
    • (2013) Phys. Med. Biol , vol.58 , Issue.23
    • Hsu, S.-H.1
  • 5
    • 84860811781 scopus 로고    scopus 로고
    • Mri-based attenuation correction for hybrid pet/mri systems: A 4-class tissue segmentation technique using a combined ultrashort-echo-time/dixon mri sequence
    • Y. Berker et al., "MRI-based attenuation correction for hybrid PET/MRI systems: A 4-class tissue segmentation technique using a combined ultrashort-echo-time/Dixon MRI sequence," J. Nucl. Med., vol. 53, no. 5, pp. 796-804, 2012.
    • (2012) J. Nucl. Med , vol.53 , Issue.5 , pp. 796-804
    • Berker, Y.1
  • 6
    • 48149097720 scopus 로고    scopus 로고
    • Alternative methods for attenuation correction for pet images in mr-pet scanners
    • E. R. Kops and H. Herzog, "Alternative methods for attenuation correction for PET images in MR-PET scanners," in IEEE Nucl. Sci. Symp. Conf. Rec., 2007.
    • (2007) IEEE Nucl. Sci. Symp. Conf. Rec
    • Kops, E.R.1    Herzog, H.2
  • 7
    • 57349155316 scopus 로고    scopus 로고
    • Mri-based attenuation correction for pet/mri: A novel approach combining pattern recognition and atlas registration
    • M. Hofmann et al., "MRI-based attenuation correction for PET/MRI: A novel approach combining pattern recognition and atlas registration," J. Nucl. Med., vol. 49, no. 11, pp. 1875-1883, 2008.
    • (2008) J. Nucl. Med , vol.49 , Issue.11 , pp. 1875-1883
    • Hofmann, M.1
  • 8
    • 79959534469 scopus 로고    scopus 로고
    • Ct substitute derived from mri sequences with ultrashort echo time
    • A. Johansson, M. Karlsson, and T. Nyholm, "CT substitute derived from MRI sequences with ultrashort echo time," Med. Phys., vol. 38, no. 5, pp. 2708-2714, 2011.
    • (2011) Med. Phys , vol.38 , Issue.5 , pp. 2708-2714
    • Johansson, A.1    Karlsson, M.2    Nyholm, T.3
  • 9
    • 84915771017 scopus 로고    scopus 로고
    • Pet attenuation correction using synthetic ct from ultrashort echo-time mri
    • S. Roy et al., "PET attenuation correction using synthetic CT from ultrashort echo-time MRI," J. Nucl.Med., vol. 55, no. 12, pp. 2071-2077, 2014.
    • (2014) J. Nucl.Med , vol.55 , Issue.12 , pp. 2071-2077
    • Roy, S.1
  • 10
    • 84902089768 scopus 로고    scopus 로고
    • Mr to ct registration of brains using image synthesis
    • [Online]. Available: p.spie.org/Publications/Proceedings/Paper/10.1117/12.2043954
    • S. Roy et al., "MR to CT registration of brains using image synthesis," Proc. SPIE vol. 9034, 2014 [Online]. Available: p.spie.org/Publications/Proceedings/Paper/10.1117/12.2043954
    • (2014) Proc SPIE , vol.9034
    • Roy, S.1
  • 11
    • 84927929648 scopus 로고    scopus 로고
    • Improving magnetic resonance resolution with supervised learning
    • A. Jog, A. Carass, and J. L. Prince, "Improving magnetic resonance resolution with supervised learning," in IEEE 11th Int. Symp. Biomed. Eng., 2014, pp. 987-990.
    • (2014) IEEE 11th Int. Symp. Biomed. Eng , pp. 987-990
    • Jog, A.1    Carass, A.2    Prince, J.L.3
  • 12
    • 84927921617 scopus 로고    scopus 로고
    • Random forest flair reconstruction from t1, t2, and pd-weighted mri
    • A. Jog et al., "Random forest FLAIR reconstruction from T1, T2, and PD-weighted MRI," in Proc. IEEE 11th Int. Symp. Biomed. Imag., 2014, pp. 1079-1082.
    • (2014) Proc. IEEE 11th Int. Symp. Biomed. Imag , pp. 1079-1082
    • Jog, A.1
  • 13
    • 84906979740 scopus 로고    scopus 로고
    • Deep learning based imaging data completion for improved brain disease diagnosis
    • P. Golland, Ed. et al. New York: Springer
    • R. Li et al., "Deep learning based imaging data completion for improved brain disease diagnosis," in Medical Image Computing and Computer-Assisted Intervention-MICCAI 2014, P. Golland, Ed. et al. New York: Springer, 2014, pp. 305-312.
    • (2014) Medical Image Computing and Computer-Assisted Intervention-MICCAI , vol.2014 , pp. 305-312
    • Li, R.1
  • 14
    • 80052334094 scopus 로고    scopus 로고
    • A compressed sensing approach for mr tissue contrast synthesis
    • S. Roy, A. Carass, and J. Prince, "A compressed sensing approach for MR tissue contrast synthesis," Inf. Process. Med. Imag., vol. 22, pp. 371-383, 2011.
    • (2011) Inf. Process. Med. Imag , vol.22 , pp. 371-383
    • Roy, S.1    Carass, A.2    Prince, J.3
  • 15
    • 84890366410 scopus 로고    scopus 로고
    • Magnetic resonance image example-based contrast synthesis
    • Dec
    • S. Roy, A. Carass, and J. L. Prince, "Magnetic resonance image example-based contrast synthesis," IEEE Trans. Med. Imag., vol. 32, no. 12, pp. 2348-2363, Dec. 2013.
    • (2013) IEEE Trans. Med. Imag , vol.32 , Issue.12 , pp. 2348-2363
    • Roy, S.1    Carass, A.2    Prince, J.L.3
  • 17
    • 84885767281 scopus 로고    scopus 로고
    • Modality propagation: Coherent synthesis of subject-specific scans with data-driven regularization
    • K. Mori, Ed. et al. Berlin, Germany: Springer
    • D. Ye et al., "Modality propagation: Coherent synthesis of subject-specific scans with data-driven regularization," in Medical Image Computing and Comput.-Assisted Intervention-MICCAI 2013, K. Mori, Ed. et al. Berlin, Germany: Springer, 2013, pp. 606-613.
    • (2013) Medical Image Computing and Comput.-Assisted Intervention-MICCAI 2013 , pp. 606-613
    • Ye, D.1
  • 18
    • 84894632030 scopus 로고    scopus 로고
    • Is synthesizing mri contrast useful for inter-modality analysis?
    • K. Mori, Ed. et al. Berlin, Germany: Springer
    • J. Iglesias et al., "Is synthesizing MRI contrast useful for inter-modality analysis?," in Medical Image Computing and Comput.-Assisted Intervention-MICCAI 2013, K. Mori, Ed. et al. Berlin, Germany: Springer, 2013, pp. 631-638.
    • (2013) Medical Image Computing and Comput.-Assisted Intervention-MICCAI 2013 , pp. 631-638
    • Iglesias, J.1
  • 19
    • 0035384136 scopus 로고    scopus 로고
    • A global optimisation method for robust affine registration of brain images
    • M. Jenkinson and S. Smith, "A global optimisation method for robust affine registration of brain images," Med. Image Anal., vol. 5, no. 2, pp. 143-156.
    • Med. Image Anal , vol.5 , Issue.2 , pp. 143-156
    • Jenkinson, M.1    Smith, S.2
  • 20
    • 73849116467 scopus 로고    scopus 로고
    • Elastix: A toolbox for intensity-based medical image registration
    • Jan
    • S. Klein et al., "Elastix: A toolbox for intensity-based medical image registration," IEEE Trans.Med. Imag., vol. 29, no. 1, pp. 196-205, Jan. 2010.
    • (2010) IEEE Trans.Med. Imag , vol.29 , Issue.1 , pp. 196-205
    • Klein, S.1
  • 22
    • 84921685547 scopus 로고    scopus 로고
    • Learning distance transform for boundary detection and deformable segmentation in ct prostate images
    • G. Wu D. Zhang, and L. Zhou, Eds. New York: Springer
    • Y. Gao et al., "Learning distance transform for boundary detection and deformable segmentation in CT prostate images," in Mach. Learning in Medical Imaging, G. Wu, D. Zhang, and L. Zhou, Eds. New York: Springer, 2014, pp. 93-100.
    • (2014) Mach. Learning in Medical Imaging , pp. 93-100
    • Gao, Y.1
  • 24
    • 77950573791 scopus 로고    scopus 로고
    • Image retrieval using color-texture features from dct on vq codevectors obtained by kekre's fast codebook generation
    • S. D. Thepade, "Image retrieval using color-texture features from DCT on VQ codevectors obtained by Kekre's fast codebook generation," Graph., Vision Image Process., vol. 9, no. 5, pp. 1-8, 2009.
    • (2009) Graph., Vision Image Process , vol.9 , Issue.5 , pp. 1-8
    • Thepade, S.D.1
  • 25
    • 85018169280 scopus 로고    scopus 로고
    • Translation, scale, and rotation invariant texture descriptor for texture-based image retrieval
    • S. Dong-Gyu, K. Hae-Kwang, and O. Dae-Il, "Translation, scale, and rotation invariant texture descriptor for texture-based image retrieval," in Proc. 2000 Int. Conf. Image Process., 2000.
    • (2000) Proc. 2000 Int. Conf. Image Process
    • Dong-Gyu, S.1    Hae-Kwang, K.2    Dae-Il, O.3
  • 28
    • 0036538619 scopus 로고    scopus 로고
    • Shape matching and object recognition using shape context
    • Apr
    • S. Belongie, J. Malik, and J. Puzicha, "Shape matching and object recognition using shape context," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 4, pp. 509-522, Apr. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.4 , pp. 509-522
    • Belongie, S.1    Malik, J.2    Puzicha, J.3
  • 29
    • 77956051102 scopus 로고    scopus 로고
    • Auto-context and its application to high-level vision tasks and 3d brain image segmentation
    • Oct
    • Z. Tu and X. Bai, "Auto-context and its application to high-level vision tasks and 3D brain image segmentation," IEEE Trans Pattern Anal. Mach. Intell., vol. 32, no. 10, pp. 1744-57, Oct. 2010.
    • (2010) IEEE Trans Pattern Anal. Mach. Intell , vol.32 , Issue.10 , pp. 1744-1757
    • Tu, Z.1    Bai, X.2
  • 30
    • 84914112740 scopus 로고    scopus 로고
    • Attenuation correction synthesis for hybrid pet-mr scanners: Application to brain studies
    • Dec
    • N. Burgos et al., "Attenuation correction synthesis for hybrid PET-MR scanners: Application to brain studies," IEEE Trans. Med. Imag., vol. 33, no. 12, pp. 2332-2341, Dec. 2014.
    • (2014) IEEE Trans. Med. Imag , vol.33 , Issue.12 , pp. 2332-2341
    • Burgos, N.1
  • 31
    • 63849264858 scopus 로고    scopus 로고
    • Diffeomorphic demons: Efficient non-parametric image registration
    • T. Vercauteren et al., "Diffeomorphic demons: Efficient non-parametric image registration," NeuroImage, vol. 45, no. 1, pp. S61-S72, 2009.
    • (2009) NeuroImage , vol.45 , Issue.1 , pp. S61-S72
    • Vercauteren, T.1
  • 32
    • 61549128441 scopus 로고    scopus 로고
    • Robust face recognition via sparse representation
    • Feb
    • J. Wright et al., "Robust face recognition via sparse representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 2, pp. 210-227, Feb. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell , vol.31 , Issue.2 , pp. 210-227
    • Wright, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.