메뉴 건너뛰기




Volumn 56, Issue 18, 2011, Pages 5949-5967

Low-dose CT reconstruction via edge-preserving total variation regularization

Author keywords

[No Author keywords available]

Indexed keywords

CHEST PHANTOM; COMPUTED TOMOGRAPHY SCAN; CT IMAGE; CT RECONSTRUCTION; DATA FIDELITY; EDGE PRESERVING; FILTERED BACKPROJECTION ALGORITHM; GRAPHICS PROCESSING UNIT; IMAGE NOISE; IMAGING DOSE; ITERATIVE ALGORITHM; ITERATIVE RECONSTRUCTION ALGORITHMS; LOW DOSE; LOW-DOSE CT; MINIMIZING ENERGY; PENALTY WEIGHTS; RADIATION DOSE; RECONSTRUCTION ALGORITHMS; RECONSTRUCTION PROCESS; REGULARIZATION METHODS; SPATIAL RESOLUTION; TOTAL VARIATION REGULARIZATION; X-RAY PROJECTIONS;

EID: 80052667571     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/56/18/011     Document Type: Article
Times cited : (360)

References (42)
  • 5
    • 38849164794 scopus 로고    scopus 로고
    • Prior image constrained compressed sensing (PICCS): A method to accurately reconstruct dynamic CT images from highly undersampled projection data sets
    • DOI 10.1118/1.2836423
    • Chen G, Tang J and Leng S 2008 Prior image constrained compressed sensing (PICCS): a method to accurately reconstruct dynamic CT images from highly undersampled projection data sets Med. Phys. 35 660-3 (Pubitemid 351190885)
    • (2008) Medical Physics , vol.35 , Issue.2 , pp. 660-663
    • Chen, G.-H.1    Tang, J.2    Leng, S.3
  • 6
    • 34548279773 scopus 로고    scopus 로고
    • Excess lifetime cancer mortality risk attributable to radiation exposure from computed tomography examinations in children
    • Chodick G et al 2007 Excess lifetime cancer mortality risk attributable to radiation exposure from computed tomography examinations in children Isr. Med. Assoc. J. 9 584-7 (Pubitemid 47323412)
    • (2007) Israel Medical Association Journal , vol.9 , Issue.8 , pp. 584-587
    • Chodick, G.1    Ronckers, C.M.2    Shalev, V.3    Ron, E.4
  • 7
    • 30844438177 scopus 로고    scopus 로고
    • Signal recovery by proximal forward-backward splitting
    • DOI 10.1137/050626090
    • Combettes P and Wajs V 2005 Signal recovery by proximal forward-backward splitting Multiscale Model. Simul. 4 1168-200 (Pubitemid 44932287)
    • (2005) Multiscale Modeling and Simulation , vol.4 , Issue.4 , pp. 1168-1200
    • Combettes, P.L.1    Wajs, V.R.2
  • 9
    • 73149113560 scopus 로고    scopus 로고
    • Projected cancer risks from computed tomographic scans performed in the United States in 2007
    • de Gonzalez A B et al 2009 Projected cancer risks from computed tomographic scans performed in the United States in 2007 Arch. Int. Med. 169 2071-7
    • (2009) Arch. Int. Med. , vol.169 , Issue.22 , pp. 2071-2077
    • De Gonzalez, A.B.1
  • 11
    • 70449091261 scopus 로고    scopus 로고
    • GPU-based ultra-fast dose calculation using a finite size pencil beam model
    • Gu X et al 2009 GPU-based ultra-fast dose calculation using a finite size pencil beam model Phys. Med. Biol. 54 6287-97
    • (2009) Phys. Med. Biol. , vol.54 , Issue.20 , pp. 6287-6297
    • Gu, X.1
  • 12
    • 77649198532 scopus 로고    scopus 로고
    • Implementation and evaluation of various demons deformable image registration algorithms on a GPU
    • Gu X J et al 2010 Implementation and evaluation of various demons deformable image registration algorithms on a GPU Phys. Med. Biol. 55 207-19
    • (2010) Phys. Med. Biol. , vol.55 , Issue.1 , pp. 207-219
    • Gu, X.J.1
  • 14
    • 69649095451 scopus 로고    scopus 로고
    • Fixed-point continuation for l1-minimization: Methodology and convergence
    • Hale E, Yin W and Zhang Y 2008 Fixed-point continuation for l1-minimization: methodology and convergence SIAM J. Optim. 19 1107-30
    • (2008) SIAM J. Optim. , vol.19 , Issue.3 , pp. 1107-1130
    • Hale, E.1    Yin, W.2    Zhang, Y.3
  • 15
    • 44349138945 scopus 로고    scopus 로고
    • Cancer risks from diagnostic radiology
    • DOI 10.1259/bjr/01948454
    • Hall E J and Brenner D J 2008 Cancer risks from diagnostic radiology Br. J. Radiol. 81 362-78 (Pubitemid 351743850)
    • (2008) British Journal of Radiology , vol.81 , Issue.965 , pp. 362-378
    • Hall, E.J.1    Brenner, D.J.2
  • 16
    • 0000135303 scopus 로고
    • Methods of conjugate gradients for solving linear systems
    • Hestenes M and Stiefel E 1952 Methods of conjugate gradients for solving linear systems J. Res. Natl Bur. Stand. 49 409-36
    • (1952) J. Res. Natl Bur. Stand. , vol.49 , pp. 409-436
    • Hestenes, M.1    Stiefel, E.2
  • 17
    • 66449107152 scopus 로고    scopus 로고
    • Fast convolution-superposition dose calculation on graphics hardware
    • Hissoiny S, Ozell B and Despres P 2009 Fast convolution-superposition dose calculation on graphics hardware Med. Phys. 36 1998-2005
    • (2009) Med. Phys. , vol.36 , Issue.6 , pp. 1998-2005
    • Hissoiny, S.1    Ozell, B.2    Despres, P.3
  • 18
    • 0017558676 scopus 로고
    • The Shannon sampling theorem-Its various extensions and applications: A tutorial review
    • Jerri A 1977 The Shannon sampling theorem-Its various extensions and applications: a tutorial review Proc. IEEE 65 1565-96 (Pubitemid 8601838)
    • (1977) Proceedings of the IEEE , vol.65 , Issue.11 , pp. 1565-1596
    • Jerri, A.J.1
  • 19
    • 77952411957 scopus 로고    scopus 로고
    • Development of a GPU-based Monte Carlo dose calculation code for coupled electron-photon transport
    • Jia X et al 2010a Development of a GPU-based Monte Carlo dose calculation code for coupled electron-photon transport Phys. Med. Biol. 55 3077-86
    • (2010) Phys. Med. Biol. , vol.55 , Issue.11 , pp. 3077-3086
    • Jia, X.1
  • 20
    • 77950558510 scopus 로고    scopus 로고
    • GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation
    • Jia X et al 2010b GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation Med. Phys. 37 1757-60
    • (2010) Med. Phys. , vol.37 , Issue.4 , pp. 1757-1760
    • Jia, X.1
  • 21
    • 77953532930 scopus 로고    scopus 로고
    • Dual-energy CT: Clinical applications in various pulmonary diseases
    • Kang M et al 2010 Dual-energy CT: clinical applications in various pulmonary diseases Radiographics 30 685-99
    • (2010) Radiographics , vol.30 , Issue.3 , pp. 685-699
    • Kang, M.1
  • 23
    • 58449098053 scopus 로고    scopus 로고
    • Fast cone-beam CT reconstruction using CUDA architecture
    • Li M et al 2007 Fast cone-beam CT reconstruction using CUDA architecture Med. Imaging Technol. 25 243-50
    • (2007) Med. Imaging Technol. , vol.25 , pp. 243-250
    • Li, M.1
  • 24
    • 70449091988 scopus 로고    scopus 로고
    • GPU-based ultrafast IMRT plan optimization
    • Men C et al 2009 GPU-based ultrafast IMRT plan optimization Phys. Med. Biol. 54 6565-73
    • (2009) Phys. Med. Biol. , vol.54 , Issue.21 , pp. 6565-6573
    • Men, C.1
  • 25
    • 78049439982 scopus 로고    scopus 로고
    • GPU-based ultra-fast direct aperture optimization for online adaptive radiation therapy
    • Men C, Jia X and Jiang S 2010 GPU-based ultra-fast direct aperture optimization for online adaptive radiation therapy Phys. Med. Biol. 55 4309-19
    • (2010) Phys. Med. Biol. , vol.55 , Issue.15 , pp. 4309-4319
    • Men, C.1    Jia, X.2    Jiang, S.3
  • 26
    • 67349275331 scopus 로고    scopus 로고
    • Development and investigation of a pulsed x-ray generator
    • Myagkov B, Shikanov E and Shikanov A 2009 Development and investigation of a pulsed x-ray generator At. Energy 106 143-8
    • (2009) At. Energy , vol.106 , Issue.2 , pp. 143-148
    • Myagkov, B.1    Shikanov, E.2    Shikanov, A.3
  • 27
    • 77956015511 scopus 로고    scopus 로고
    • NVIDIA C 2008 CUBLAS Library (Santa Clara, CA: NVIDIA Corporation)
    • (2008) CUBLAS Library
  • 28
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • Rudin L, Osher S and Fatemi E 1992 Nonlinear total variation based noise removal algorithms Physica D 60 259-68
    • (1992) Physica , vol.60 , Issue.1-4 , pp. 259-268
    • Rudin, L.1    Osher, S.2    Fatemi, E.3
  • 29
    • 48349093945 scopus 로고    scopus 로고
    • High performance computing for deformable image registration: Towards a new paradigm in adaptive radiotherapy
    • Samant S et al 2008 High performance computing for deformable image registration: towards a new paradigm in adaptive radiotherapy Med. Phys. 35 3546-53
    • (2008) Med. Phys. , vol.35 , Issue.8 , pp. 3546-3553
    • Samant, S.1
  • 31
    • 34748901307 scopus 로고    scopus 로고
    • GPU-based streaming architectures for fast cone-beam CT image reconstruction and demons deformable registration
    • Sharp G et al 2007 GPU-based streaming architectures for fast cone-beam CT image reconstruction and demons deformable registration Phys. Med. Biol. 52 5771-84
    • (2007) Phys. Med. Biol. , vol.52 , Issue.19 , pp. 5771-5784
    • Sharp, G.1
  • 32
    • 0021952059 scopus 로고
    • Fast calculation of the exact radiological path for a three-dimensional CT array
    • DOI 10.1118/1.595715
    • Siddon R 1985 Fast calculation of the exact radiological path of a three-dimensional CT array Med. Phys. 12 252-5 (Pubitemid 15089015)
    • (1985) Medical Physics , vol.12 , Issue.2 , pp. 252-255
    • Siddon, R.L.1
  • 33
    • 33745162201 scopus 로고    scopus 로고
    • Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT
    • Sidky E, Kao C and Pan X 2006 Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT J. X-Ray Sci. Technol. 14 119-39 (Pubitemid 43893801)
    • (2006) Journal of X-Ray Science and Technology , vol.14 , Issue.2 , pp. 119-139
    • Sidky, E.Y.1    Kao, C.-M.2    Pan, X.3
  • 34
    • 51849124226 scopus 로고    scopus 로고
    • Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization
    • Sidky E and Pan X 2008 Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization Phys. Med. Biol. 53 4777-807
    • (2008) Phys. Med. Biol. , vol.53 , Issue.17 , pp. 4777-4807
    • Sidky, E.1    Pan, X.2
  • 35
    • 73149110471 scopus 로고    scopus 로고
    • Radiation dose associated with common computed tomography examinations and the associated lifetime attributable risk of cancer
    • Smith-Bindman R et al 2009 Radiation dose associated with common computed tomography examinations and the associated lifetime attributable risk of cancer Arch. Intern. Med. 169 2078-86
    • (2009) Arch. Intern. Med. , vol.169 , Issue.22 , pp. 2078-2086
    • Smith-Bindman, R.1
  • 36
    • 35648981849 scopus 로고    scopus 로고
    • Sparseness prior based iterative image reconstruction for retrospectively gated cardiac micro-CT
    • DOI 10.1118/1.2795830
    • Song J et al 2007 Sparseness prior based iterative image reconstruction for retrospectively gated cardiac micro-CT Med. Phys. 34 4476-83 (Pubitemid 350029668)
    • (2007) Medical Physics , vol.34 , Issue.11 , pp. 4476-4483
    • Song, J.1    Liu, Q.H.2    Johnson, G.A.3    Badea, C.T.4
  • 37
    • 23844499125 scopus 로고    scopus 로고
    • Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware
    • DOI 10.1109/TNS.2005.851398
    • Xu F and Mueller K 2005 Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware IEEE Trans. Nucl. Sci. 52 654-63 (Pubitemid 41172556)
    • (2005) IEEE Transactions on Nuclear Science , vol.52 , Issue.3 , pp. 654-663
    • Xu, F.1    Mueller, K.2
  • 38
    • 34249649611 scopus 로고    scopus 로고
    • Real-time 3D computed tomographic reconstruction using commodity graphics hardware
    • DOI 10.1088/0031-9155/52/12/006, PII S0031915507372850, 006
    • Xu F and Mueller K 2007 Real-time 3D computed tomographic reconstruction using commodity graphics hardware Phys. Med. Biol. 52 3405-19 (Pubitemid 46830633)
    • (2007) Physics in Medicine and Biology , vol.52 , Issue.12 , pp. 3405-3419
    • Xu, F.1    Mueller, K.2
  • 40
    • 79960340543 scopus 로고    scopus 로고
    • A performance-driven study of regularization methods for GPU-accelerated iterative CT
    • Xu W and Mueller K 2009b A performance-driven study of regularization methods for GPU-accelerated iterative CT 2nd High Performance Image Reconstruction Workshop (Beijing) pp 20-3
    • (2009) 2nd High Performance Image Reconstruction Workshop , pp. 20-23
    • Xu, W.1    Mueller, K.2
  • 41
    • 58149513222 scopus 로고    scopus 로고
    • Fast cone-beam CT image reconstruction using GPU hardware
    • Yan G et al 2008 Fast cone-beam CT image reconstruction using GPU hardware J. X-Ray Sci. Technol. 16 225-34
    • (2008) J. X-Ray Sci. Technol. , vol.16 , pp. 225-234
    • Yan, G.1
  • 42
    • 79956044491 scopus 로고    scopus 로고
    • Generation of continuous and pulsed diagnostic imaging x-ray radiation using a carbon-nanotube-based field-emission cathode
    • Yue G et al 2002 Generation of continuous and pulsed diagnostic imaging x-ray radiation using a carbon-nanotube-based field-emission cathode Appl. Phys. Lett. 81 355-7
    • (2002) Appl. Phys. Lett. , vol.81 , Issue.2 , pp. 355-357
    • Yue, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.