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Volumn 29, Issue , 2016, Pages 65-78

PCA-based groupwise image registration for quantitative MRI

Author keywords

Groupwise image registration; Motion compensation; Principal component analysis; Quantitative MRI

Indexed keywords

ALIGNMENT; BRAIN MAPPING; COMPUTERIZED TOMOGRAPHY; COST FUNCTIONS; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; MAPPING; MOTION ANALYSIS; MOTION COMPENSATION; PARAMETER ESTIMATION; SURFACE DIFFUSION; TENSORS;

EID: 84954477850     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2015.12.004     Document Type: Article
Times cited : (142)

References (52)
  • 1
    • 0036335681 scopus 로고    scopus 로고
    • A model-based method for retrospective correction of geometric distortions in diffusion-weighted EPI
    • Andersson J., Skare S. A model-based method for retrospective correction of geometric distortions in diffusion-weighted EPI. NeuroImage 2002, 16(1):177-199.
    • (2002) NeuroImage , vol.16 , Issue.1 , pp. 177-199
    • Andersson, J.1    Skare, S.2
  • 3
    • 0036869232 scopus 로고    scopus 로고
    • Diffusion-tensor MRI: theory, experimental design and data analysis - a technical review
    • Basser P., Jones D. Diffusion-tensor MRI: theory, experimental design and data analysis - a technical review. Nucl. Magn. Reson. Biomed. 2002, 15:456-467.
    • (2002) Nucl. Magn. Reson. Biomed. , vol.15 , pp. 456-467
    • Basser, P.1    Jones, D.2
  • 4
    • 84902968985 scopus 로고    scopus 로고
    • High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment
    • Baumgartner C., Kolbitsch C., Balfour D., Marsden P., McClelland J., Rueckert D., King A. High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment. Med. Image Anal. 2014, 18(7):939-952.
    • (2014) Med. Image Anal. , vol.18 , Issue.7 , pp. 939-952
    • Baumgartner, C.1    Kolbitsch, C.2    Balfour, D.3    Marsden, P.4    McClelland, J.5    Rueckert, D.6    King, A.7
  • 5
    • 33751096767 scopus 로고    scopus 로고
    • Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?
    • Behrens T., Berg H.J., Jbabdi S., Rushworth M., Woolrich M. Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?. NeuroImage 2007, 34(1):144-155.
    • (2007) NeuroImage , vol.34 , Issue.1 , pp. 144-155
    • Behrens, T.1    Berg, H.J.2    Jbabdi, S.3    Rushworth, M.4    Woolrich, M.5
  • 9
    • 84871260044 scopus 로고    scopus 로고
    • Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
    • Bron E., van Tiel J., Smit H., Poot D., Niessen W., Krestin G., Weinans H., Oei E., Kotek G., Klein S. Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC). Eur. Radiol. 2013, 23(1):246-252.
    • (2013) Eur. Radiol. , vol.23 , Issue.1 , pp. 246-252
    • Bron, E.1    van Tiel, J.2    Smit, H.3    Poot, D.4    Niessen, W.5    Krestin, G.6    Weinans, H.7    Oei, E.8    Kotek, G.9    Klein, S.10
  • 11
    • 63549096561 scopus 로고    scopus 로고
    • A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets
    • Castillo R., Castillo E., Guerra R., Johnson V., McPhail T., Garg A., Guerrero T. A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets. Phys. Med. Biol. 2009, 54(7):1849.
    • (2009) Phys. Med. Biol. , vol.54 , Issue.7 , pp. 1849
    • Castillo, R.1    Castillo, E.2    Guerra, R.3    Johnson, V.4    McPhail, T.5    Garg, A.6    Guerrero, T.7
  • 13
    • 84997818222 scopus 로고    scopus 로고
    • Three-dimensional quantitative T1 and T2 mapping of the carotid artery: Sequence design and in vivo feasibility
    • Coolen B., Poot D., Liem M., Smits L., Gao S., Kotek G., Klein S., Nederveen A. Three-dimensional quantitative T1 and T2 mapping of the carotid artery: Sequence design and in vivo feasibility. Magn. Reson. Med 2015.
    • (2015) Magn. Reson. Med
    • Coolen, B.1    Poot, D.2    Liem, M.3    Smits, L.4    Gao, S.5    Kotek, G.6    Klein, S.7    Nederveen, A.8
  • 14
    • 84880947346 scopus 로고    scopus 로고
    • Registration of sliding objects using direction dependent B-splines decomposition
    • Delmon V., Rit S., Pinho R., Sarrut D. Registration of sliding objects using direction dependent B-splines decomposition. Phys. Med. Biol. 2013, 58(5):1303-1314.
    • (2013) Phys. Med. Biol. , vol.58 , Issue.5 , pp. 1303-1314
    • Delmon, V.1    Rit, S.2    Pinho, R.3    Sarrut, D.4
  • 15
    • 84859348944 scopus 로고    scopus 로고
    • A DTI-based model for TMS using the independent impedance method with frequency-dependent tissue parameters
    • de Geeter N., Crevecoeur G., Dupré L., Van Hecke W., Leemans A. A DTI-based model for TMS using the independent impedance method with frequency-dependent tissue parameters. Phys. Med. Biol. 2012, 57:2169-2188.
    • (2012) Phys. Med. Biol. , vol.57 , pp. 2169-2188
    • de Geeter, N.1    Crevecoeur, G.2    Dupré, L.3    Van Hecke, W.4    Leemans, A.5
  • 16
    • 84937542483 scopus 로고    scopus 로고
    • Influence of image registration on apparent diffusion coefficient images computed from free-breathing diffusion MR images of the abdomen
    • Guyader J.-M., Bernardin L., Douglas N., Poot D., Niessen W., Klein S. Influence of image registration on apparent diffusion coefficient images computed from free-breathing diffusion MR images of the abdomen. J. Magn. Reson. Imaging 2014, 42(2):315-330.
    • (2014) J. Magn. Reson. Imaging , vol.42 , Issue.2 , pp. 315-330
    • Guyader, J.-M.1    Bernardin, L.2    Douglas, N.3    Poot, D.4    Niessen, W.5    Klein, S.6
  • 21
    • 84876317287 scopus 로고    scopus 로고
    • Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging.
    • Jeurissen B., Leemans A., Tournier J., Jones D., Sijbers J. Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging. Hum. Brain Map. 2013, 34(11):2747-2766.
    • (2013) Hum. Brain Map. , vol.34 , Issue.11 , pp. 2747-2766
    • Jeurissen, B.1    Leemans, A.2    Tournier, J.3    Jones, D.4    Sijbers, J.5
  • 22
  • 24
    • 58149514015 scopus 로고    scopus 로고
    • Adaptive stochastic gradient descent optimisation for image registration
    • Klein S., Pluim J.P., Staring M., Viergever M. Adaptive stochastic gradient descent optimisation for image registration. Int. J. Comput. Vis. 2009, 81(3):227-239.
    • (2009) Int. J. Comput. Vis. , vol.81 , Issue.3 , pp. 227-239
    • Klein, S.1    Pluim, J.P.2    Staring, M.3    Viergever, M.4
  • 26
    • 33744948535 scopus 로고    scopus 로고
    • Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data
    • Leemans A., Sijbers J., Backer S.D., Vandervliet E., Parizel P. Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data. Magn. Reson. Med. 2006, 55:1414-1423.
    • (2006) Magn. Reson. Med. , vol.55 , pp. 1414-1423
    • Leemans, A.1    Sijbers, J.2    Backer, S.D.3    Vandervliet, E.4    Parizel, P.5
  • 28
    • 0036754787 scopus 로고    scopus 로고
    • Distortion correction and robust tensor estimation for MR diffusion imaging
    • Mangin J.-F., Poupona C., Clark C., Bihana D.L., Bloch I. Distortion correction and robust tensor estimation for MR diffusion imaging. Med. Image Anal. 2002, 6(3):191-198.
    • (2002) Med. Image Anal. , vol.6 , Issue.3 , pp. 191-198
    • Mangin, J.-F.1    Poupona, C.2    Clark, C.3    Bihana, D.L.4    Bloch, I.5
  • 29
    • 36049040334 scopus 로고    scopus 로고
    • Registration of dynamic contrast-enhanced MRI using a progressive principal component registration (PPCR)
    • Melbourne A., Atkinson D., White M., Collins D., Leach M., Hawkes D. Registration of dynamic contrast-enhanced MRI using a progressive principal component registration (PPCR). Phys. Med. Biol. 2007, 52(17):5147-5156.
    • (2007) Phys. Med. Biol. , vol.52 , Issue.17 , pp. 5147-5156
    • Melbourne, A.1    Atkinson, D.2    White, M.3    Collins, D.4    Leach, M.5    Hawkes, D.6
  • 31
    • 79851511514 scopus 로고    scopus 로고
    • Nonrigid registration of dynamic medical imaging data using nD+t B-splines and a groupwise optimization approach
    • Metz C., Klein S., Schaap M., van Walsum T., Niessen W. Nonrigid registration of dynamic medical imaging data using nD+t B-splines and a groupwise optimization approach. Med. Image Anal. 2011, 15(2):238-249.
    • (2011) Med. Image Anal. , vol.15 , Issue.2 , pp. 238-249
    • Metz, C.1    Klein, S.2    Schaap, M.3    van Walsum, T.4    Niessen, W.5
  • 34
    • 33750613637 scopus 로고    scopus 로고
    • Experimentally-derived functional form for a population-averaged high-temporal-resolution arterial input function for dynamic contrast-enhanced MRI
    • Parker G., Roberts C., Macdonald A., Buonaccorsi G., Cheung S., Buckley D., A.Jackson, Y.Watson, Davies K., Jayson G. Experimentally-derived functional form for a population-averaged high-temporal-resolution arterial input function for dynamic contrast-enhanced MRI. Magn. Reson. Med. 2006, 56(5):993-1000.
    • (2006) Magn. Reson. Med. , vol.56 , Issue.5 , pp. 993-1000
    • Parker, G.1    Roberts, C.2    Macdonald, A.3    Buonaccorsi, G.4    Cheung, S.5    Buckley, D.6    A.Jackson7    Y.Watson8    Davies, K.9    Jayson, G.10
  • 36
    • 84929484078 scopus 로고    scopus 로고
    • Detecting statistically significant differences in quantitative MRI experiments, applied to diffusion tensor imaging
    • Poot D., Klein S. Detecting statistically significant differences in quantitative MRI experiments, applied to diffusion tensor imaging. IEEE Trans. Med. Imaging 2015, 34(5):1164-1176.
    • (2015) IEEE Trans. Med. Imaging , vol.34 , Issue.5 , pp. 1164-1176
    • Poot, D.1    Klein, S.2
  • 37
    • 84878307151 scopus 로고    scopus 로고
    • Bias correction of maximum likelihood estimation in quantitative MRI
    • 86691F-1-86691F-6
    • Poot D., Kotek G., Niessen W., Klein S. Bias correction of maximum likelihood estimation in quantitative MRI. Proc. SPIE 2013, 8669. 86691F-1-86691F-6.
    • (2013) Proc. SPIE , vol.8669
    • Poot, D.1    Kotek, G.2    Niessen, W.3    Klein, S.4
  • 38
    • 84959630572 scopus 로고
    • Minimum variance and the estimation of several parameters
    • Rao C. Minimum variance and the estimation of several parameters. Math. Proc. Camb. Philos. Soc. 1946, 43:280-283.
    • (1946) Math. Proc. Camb. Philos. Soc. , vol.43 , pp. 280-283
    • Rao, C.1
  • 39
    • 84865627207 scopus 로고    scopus 로고
    • Improved sensitivity to cerebral white matter abnormalities in Alzheimer's disease with spherical deconvolution based tractography
    • Reijmer Y., Leemans A., Heringa S., Wielaard I., Jeurissen B., Koek H., Biessels G., Wang Z. Improved sensitivity to cerebral white matter abnormalities in Alzheimer's disease with spherical deconvolution based tractography. PLoS One 2012, 7:1371.
    • (2012) PLoS One , vol.7 , pp. 1371
    • Reijmer, Y.1    Leemans, A.2    Heringa, S.3    Wielaard, I.4    Jeurissen, B.5    Koek, H.6    Biessels, G.7    Wang, Z.8
  • 44
    • 0000070850 scopus 로고    scopus 로고
    • Optimization of mutual information for multiresolution image registration
    • Thévenaz P., Unser M. Optimization of mutual information for multiresolution image registration. IEEE Trans. Med. Image Process. 2000, 9(12):2083-2099.
    • (2000) IEEE Trans. Med. Image Process. , vol.9 , Issue.12 , pp. 2083-2099
    • Thévenaz, P.1    Unser, M.2
  • 47
    • 79958265324 scopus 로고    scopus 로고
    • Diffusion tensor imaging and beyond
    • Tournier J., Mori S., Leemans A. Diffusion tensor imaging and beyond. Magn. Reson. Med. 2011, 65(6):1532-1556.
    • (2011) Magn. Reson. Med. , vol.65 , Issue.6 , pp. 1532-1556
    • Tournier, J.1    Mori, S.2    Leemans, A.3
  • 48
    • 84856223278 scopus 로고    scopus 로고
    • Does diffusion tensor imaging-based tractography at 3 months of age contribute to the prediction of motor outcome after perinatal arterial ischemic stroke
    • van der Aa N., Leemans A., Northington F., van Straaten H., van Haastert I., Groenendaal F., Benders M., de Vries L. Does diffusion tensor imaging-based tractography at 3 months of age contribute to the prediction of motor outcome after perinatal arterial ischemic stroke. Stroke 2011, 42:3410-3414.
    • (2011) Stroke , vol.42 , pp. 3410-3414
    • van der Aa, N.1    Leemans, A.2    Northington, F.3    van Straaten, H.4    van Haastert, I.5    Groenendaal, F.6    Benders, M.7    de Vries, L.8
  • 49
    • 34948836292 scopus 로고    scopus 로고
    • Computation of eigenvalue and eigenvector derivatives for a general complex-valued eigensystem
    • van der Aa N., ter Morsche H., Mattheij R. Computation of eigenvalue and eigenvector derivatives for a general complex-valued eigensystem. Electr. J. Linear Algebra 2007, 16:300-314.
    • (2007) Electr. J. Linear Algebra , vol.16 , pp. 300-314
    • van der Aa, N.1    ter Morsche, H.2    Mattheij, R.3
  • 50
    • 84875427633 scopus 로고    scopus 로고
    • Simultaneous registration of multiple images: similarity metrics and efficient optimization
    • Wachinger C., Navab N. Simultaneous registration of multiple images: similarity metrics and efficient optimization. IEEE Trans. Pattern Anal. Mach. Intell. 2013, 35(5):1221-1233.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.5 , pp. 1221-1233
    • Wachinger, C.1    Navab, N.2
  • 51
    • 84867347506 scopus 로고    scopus 로고
    • Diffusion tensor imaging of vascular Parkonsonism: structural changes in cerebral white matter and the association with clinical severity
    • Wang H., Hsu J., Leemans A. Diffusion tensor imaging of vascular Parkonsonism: structural changes in cerebral white matter and the association with clinical severity. Arch. Neurol. 2012, 69:1340-1348.
    • (2012) Arch. Neurol. , vol.69 , pp. 1340-1348
    • Wang, H.1    Hsu, J.2    Leemans, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.