메뉴 건너뛰기




Volumn 43, Issue 8, 2016, Pages 4718-4728

Texture analyses of quantitative susceptibility maps to differentiate Alzheimer's disease from cognitive normal and mild cognitive impairment

Author keywords

Alzheimer's disease; mild cognitive impairment; quantitative susceptibility mapping; structural 3D T1 weighted image; texture analysis

Indexed keywords

IMAGE ANALYSIS; IMAGE TEXTURE; NEURODEGENERATIVE DISEASES;

EID: 84979529654     PISSN: 00942405     EISSN: 24734209     Source Type: Journal    
DOI: 10.1118/1.4958959     Document Type: Article
Times cited : (44)

References (52)
  • 2
    • 84893424124 scopus 로고    scopus 로고
    • Memory loss in Alzheimer's disease
    • H. Jahn, "Memory loss in Alzheimer's disease," Dialogues Clin. Neurosci. 15, 445-454 (2013).
    • (2013) Dialogues Clin. Neurosci. , vol.15 , pp. 445-454
    • Jahn, H.1
  • 3
    • 0026746341 scopus 로고
    • Iron and aluminium in relation to brain ferritin in normal individuals and Alzheimer's-disease and chronic renal-dialysis patients
    • D. J. Dedman, A. Treffry, J. M. Candy, G. A. Taylor, C. M. Morris, C. A. Bloxham, R. H. Perry, J. A. Edwardson, and P. M. Harrison, "Iron and aluminium in relation to brain ferritin in normal individuals and Alzheimer's-disease and chronic renal-dialysis patients," Biochem. J. 287 (2), 509-514 (1992). 10.1042/bj2870509
    • (1992) Biochem. J. , vol.287 , Issue.2 , pp. 509-514
    • Dedman, D.J.1    Treffry, A.2    Candy, J.M.3    Taylor, G.A.4    Morris, C.M.5    Bloxham, C.A.6    Perry, R.H.7    Edwardson, J.A.8    Harrison, P.M.9
  • 6
    • 0037135111 scopus 로고    scopus 로고
    • The amyloid hypothesis of Alzheimer's disease: Progress and problems on the road to therapeutics
    • J. Hardy and D. J. Selkoe, "The amyloid hypothesis of Alzheimer's disease: Progress and problems on the road to therapeutics," Science 297, 353-356 (2002). 10.1126/science.1072994
    • (2002) Science , vol.297 , pp. 353-356
    • Hardy, J.1    Selkoe, D.J.2
  • 8
    • 84910058059 scopus 로고    scopus 로고
    • Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging
    • C. Carmeli, E. Fornari, M. Jalili, R. Meuli, and M. G. Knyazeva, "Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging," Brain Behav. 4, 721-737 (2014). 10.1002/brb3.252
    • (2014) Brain Behav. , vol.4 , pp. 721-737
    • Carmeli, C.1    Fornari, E.2    Jalili, M.3    Meuli, R.4    Knyazeva, M.G.5
  • 9
    • 84900403976 scopus 로고    scopus 로고
    • α-melanocyte stimulating hormone prevents GABAergic neuronal loss and improves cognitive function in Alzheimer's disease
    • K. Ma and J. McLaurin, "α -melanocyte stimulating hormone prevents GABAergic neuronal loss and improves cognitive function in Alzheimer's disease," J. Neurosci. 34, 6736-6745 (2014). 10.1523/JNEUROSCI.5075-13.2014
    • (2014) J. Neurosci. , vol.34 , pp. 6736-6745
    • Ma, K.1    McLaurin, J.2
  • 11
    • 0035856447 scopus 로고    scopus 로고
    • Beyond the hippocampus: MRI volumetry confirms widespread limbic atrophy in AD
    • D. J. Callen, S. E. Black, F. Gao, C. B. Caldwell, and J. P. Szalai, "Beyond the hippocampus: MRI volumetry confirms widespread limbic atrophy in AD," Neurology 57, 1669-1674 (2001). 10.1212/WNL.57.9.1669
    • (2001) Neurology , vol.57 , pp. 1669-1674
    • Callen, D.J.1    Black, S.E.2    Gao, F.3    Caldwell, C.B.4    Szalai, J.P.5
  • 12
    • 0031858857 scopus 로고    scopus 로고
    • Frontotemporal dementia and Alzheimer disease: Evaluation of cortical atrophy with automated hemispheric surface display generated with MR images
    • H. Kitagaki, E. Mori, S. Yamaji, K. Ishii, N. Hirono, S. Kobashi, and Y. Hata, "Frontotemporal dementia and Alzheimer disease: Evaluation of cortical atrophy with automated hemispheric surface display generated with MR images," Radiology 208, 431-439 (1998). 10.1148/radiology.208.2.9680572
    • (1998) Radiology , vol.208 , pp. 431-439
    • Kitagaki, H.1    Mori, E.2    Yamaji, S.3    Ishii, K.4    Hirono, N.5    Kobashi, S.6    Hata, Y.7
  • 15
    • 0033829137 scopus 로고    scopus 로고
    • Mild cognitive impairment. When is it a precursor to Alzheimer's disease?
    • Y. Shah, E. G. Tangalos, and R. C. Petersen, "Mild cognitive impairment. When is it a precursor to Alzheimer's disease?," Geriatrics 55 (62), 65-68 (2000).
    • (2000) Geriatrics , vol.55 , Issue.62 , pp. 65-68
    • Shah, Y.1    Tangalos, E.G.2    Petersen, R.C.3
  • 17
    • 34547147090 scopus 로고    scopus 로고
    • The redox chemistry of the Alzheimer's disease amyloid beta peptide
    • D. G. Smith, R. Cappai, and K. J. Barnham, "The redox chemistry of the Alzheimer's disease amyloid beta peptide," Biochim. Biophys. Acta 1768, 1976-1990 (2007). 10.1016/j.bbamem.2007.02.002
    • (2007) Biochim. Biophys. Acta , vol.1768 , pp. 1976-1990
    • Smith, D.G.1    Cappai, R.2    Barnham, K.J.3
  • 18
    • 84883168593 scopus 로고    scopus 로고
    • Increased iron levels and decreased tissue integrity in hippocampus of Alzheimer's disease detected in vivo with magnetic resonance imaging
    • E. P. Raven, P. H. Lu, T. A. Tishler, P. Heydari, and G. Bartzokis, "Increased iron levels and decreased tissue integrity in hippocampus of Alzheimer's disease detected in vivo with magnetic resonance imaging," J. Alzheimers Dis. 37, 127-136 (2013). 10.3233/JAD-130209
    • (2013) J. Alzheimers Dis. , vol.37 , pp. 127-136
    • Raven, E.P.1    Lu, P.H.2    Tishler, T.A.3    Heydari, P.4    Bartzokis, G.5
  • 19
    • 0005652488 scopus 로고    scopus 로고
    • MRI evaluation of basal ganglia ferritin iron and neurotoxicity in Alzheimer's and Huntingon's disease
    • G. Bartzokis and T. A. Tishler, "MRI evaluation of basal ganglia ferritin iron and neurotoxicity in Alzheimer's and Huntingon's disease," Cell Mol. Biol. (Noisy-le-Grand) 46, 821-833 (2000).
    • (2000) Cell Mol. Biol. (Noisy-le-Grand) , vol.46 , pp. 821-833
    • Bartzokis, G.1    Tishler, T.A.2
  • 20
    • 84921647223 scopus 로고    scopus 로고
    • Age-related iron deposition in the basal ganglia of controls and Alzheimer disease patients quantified using susceptibility weighted imaging
    • D. Wang, Y. Y. Li, J. H. Luo, and Y. H. Li, "Age-related iron deposition in the basal ganglia of controls and Alzheimer disease patients quantified using susceptibility weighted imaging," Arch. Gerontol. Geriatr. 59, 439-449 (2014). 10.1016/j.archger.2014.04.002
    • (2014) Arch. Gerontol. Geriatr. , vol.59 , pp. 439-449
    • Wang, D.1    Li, Y.Y.2    Luo, J.H.3    Li, Y.H.4
  • 23
    • 76649101785 scopus 로고    scopus 로고
    • Cerebral microbleeds - Prevalence, distribution and risk factors in northeast population without preceding large-area stroke
    • P. F. Liu, Y. Z. Cui, J. Na, and P. Y. Gao, "Cerebral microbleeds-Prevalence, distribution and risk factors in northeast population without preceding large-area stroke," Chin. Med. J. (Engl.) 123, 286-290 (2010).
    • (2010) Chin. Med. J. (Engl.) , vol.123 , pp. 286-290
    • Liu, P.F.1    Cui, Y.Z.2    Na, J.3    Gao, P.Y.4
  • 24
    • 84923607343 scopus 로고    scopus 로고
    • The role of copper and the copper-related protein CUTA in mediating APP processing and Aβ generation
    • P. Hou, G. Liu, Y. Zhao, Z. Shi, Q. Zheng, G. Bu, H. Xu, and Y. Zhang, "The role of copper and the copper-related protein CUTA in mediating APP processing and A β generation," Neurobiol. Aging 36, 1310-1315 (2015). 10.1016/j.neurobiolaging.2014.12.005
    • (2015) Neurobiol. Aging , vol.36 , pp. 1310-1315
    • Hou, P.1    Liu, G.2    Zhao, Y.3    Shi, Z.4    Zheng, Q.5    Bu, G.6    Xu, H.7    Zhang, Y.8
  • 25
    • 84921442424 scopus 로고    scopus 로고
    • Towards a unified vision of copper involvement in Alzheimer's disease: A review connecting basic, experimental, and clinical research
    • A. Pal, M. Siotto, R. Prasad, and R. Squitti, "Towards a unified vision of copper involvement in Alzheimer's disease: A review connecting basic, experimental, and clinical research," J. Alzheimers Dis. 44, 343-354 (2015). 10.3233/JAD-141194
    • (2015) J. Alzheimers Dis. , vol.44 , pp. 343-354
    • Pal, A.1    Siotto, M.2    Prasad, R.3    Squitti, R.4
  • 26
    • 84964562485 scopus 로고    scopus 로고
    • Lipid rafts: Linking prion protein to zinc transport and amyloid-β toxicity in Alzheimer's disease
    • N. T. Watt, H. H. Griffiths, and N. M. Hooper, "Lipid rafts: Linking prion protein to zinc transport and amyloid- β toxicity in Alzheimer's disease," Front. Cell Dev. Biol. 2, 41-46 (2014). 10.3389/fcell.2014.00041
    • (2014) Front. Cell Dev. Biol. , vol.2 , pp. 41-46
    • Watt, N.T.1    Griffiths, H.H.2    Hooper, N.M.3
  • 28
    • 0023726264 scopus 로고
    • Calcification of the basal ganglia in Down's syndrome and Alzheimer's disease
    • D. M. Mann, "Calcification of the basal ganglia in Down's syndrome and Alzheimer's disease," Acta Neuropathol. 76, 595-598 (1988). 10.1007/BF00689598
    • (1988) Acta Neuropathol. , vol.76 , pp. 595-598
    • Mann, D.M.1
  • 30
    • 0035118004 scopus 로고    scopus 로고
    • Activation mechanism of brain microglia in patients with diffuse neurofibrillary tangles with calcification: A comparison with Alzheimer disease
    • K. Imamura, M. Sawada, N. Ozaki, H. Naito, N. Iwata, R. Ishihara, T. Takeuchi, and H. Shibayama, "Activation mechanism of brain microglia in patients with diffuse neurofibrillary tangles with calcification: A comparison with Alzheimer disease," Alzheimer Dis. Assoc. Disord. 15, 45-50 (2001). 10.1097/00002093-200101000-00006
    • (2001) Alzheimer Dis. Assoc. Disord. , vol.15 , pp. 45-50
    • Imamura, K.1    Sawada, M.2    Ozaki, N.3    Naito, H.4    Iwata, N.5    Ishihara, R.6    Takeuchi, T.7    Shibayama, H.8
  • 31
    • 0028223612 scopus 로고
    • Diffuse neurofibrillary tangles with calcification: A new presenile dementia
    • K. Kosaka, "Diffuse neurofibrillary tangles with calcification: A new presenile dementia," J. Neurol., Neurosurg. Psychiatry 57, 594-596 (1994). 10.1136/jnnp.57.5.594
    • (1994) J. Neurol., Neurosurg. Psychiatry , vol.57 , pp. 594-596
    • Kosaka, K.1
  • 37
    • 84863747371 scopus 로고    scopus 로고
    • Quantitative susceptibility mapping for investigating subtle susceptibility variations in the human brain
    • F. Schweser, K. Sommer, A. Deistung, and J. R. Reichenbach, "Quantitative susceptibility mapping for investigating subtle susceptibility variations in the human brain," NeuroImage 62, 2083-2100 (2012). 10.1016/j.neuroimage.2012.05.067
    • (2012) NeuroImage , vol.62 , pp. 2083-2100
    • Schweser, F.1    Sommer, K.2    Deistung, A.3    Reichenbach, J.R.4
  • 40
    • 84855461629 scopus 로고    scopus 로고
    • MRI estimates of brain iron concentration in normal aging using quantitative susceptibility mapping
    • B. Bilgic, A. Pfefferbaum, T. Rohlfing, E. V. Sullivan, and E. Adalsteinsson, "MRI estimates of brain iron concentration in normal aging using quantitative susceptibility mapping," NeuroImage 59, 2625-2635 (2012). 10.1016/j.neuroimage.2011.08.077
    • (2012) NeuroImage , vol.59 , pp. 2625-2635
    • Bilgic, B.1    Pfefferbaum, A.2    Rohlfing, T.3    Sullivan, E.V.4    Adalsteinsson, E.5
  • 41
    • 84857452625 scopus 로고    scopus 로고
    • 3D texture analysis on MRI images of Alzheimer's disease
    • J. Zhang, C. Yu, G. Jiang, W. Liu, and L. Tong, "3D texture analysis on MRI images of Alzheimer's disease," Brain Imaging Behav. 6, 61-69 (2012). 10.1007/s11682-011-9142-3
    • (2012) Brain Imaging Behav. , vol.6 , pp. 61-69
    • Zhang, J.1    Yu, C.2    Jiang, G.3    Liu, W.4    Tong, L.5
  • 42
    • 0032081269 scopus 로고    scopus 로고
    • MR image texture analysis applied to the diagnosis and tracking of Alzheimer's disease
    • P. A. Freeborough and N. C. Fox, "MR image texture analysis applied to the diagnosis and tracking of Alzheimer's disease," IEEE Trans. Med. Imaging 17, 475-479 (1998). 10.1109/42.712137
    • (1998) IEEE Trans. Med. Imaging , vol.17 , pp. 475-479
    • Freeborough, P.A.1    Fox, N.C.2
  • 43
    • 0021271971 scopus 로고
    • Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDA Work Group∗ under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease
    • G. McKhann, D. Drachman, M. Folstein, R. Katzman, D. Price, and E. M. Stadlan, "Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDA Work Group∗ under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease," Neurology 34, 939-944 (1984). 10.1212/WNL.34.7.939
    • (1984) Neurology , vol.34 , pp. 939-944
    • McKhann, G.1    Drachman, D.2    Folstein, M.3    Katzman, R.4    Price, D.5    Stadlan, E.M.6
  • 44
    • 0027494434 scopus 로고
    • A functional MRI technique combining principles of echo-shifting with a train of observations (PRESTO)
    • G. Liu, G. Sobering, J. Duyn, and C. T. Moonen, "A functional MRI technique combining principles of echo-shifting with a train of observations (PRESTO)," Magn. Reson. Med. 30, 764-768 (1993). 10.1002/mrm.1910300617
    • (1993) Magn. Reson. Med. , vol.30 , pp. 764-768
    • Liu, G.1    Sobering, G.2    Duyn, J.3    Moonen, C.T.4
  • 45
    • 80051676166 scopus 로고    scopus 로고
    • Morphology enabled dipole inversion (MEDI) from a single-angle acquisition: Comparison with COSMOS in human brain imaging
    • T. Liu, J. Liu, L. de Rochefort, P. Spincemaille, I. Khalidov, J. R. Ledoux, and Y. Wang, "Morphology enabled dipole inversion (MEDI) from a single-angle acquisition: Comparison with COSMOS in human brain imaging," Magn. Reson. Med. 66, 777-783 (2011). 10.1002/mrm.22816
    • (2011) Magn. Reson. Med. , vol.66 , pp. 777-783
    • Liu, T.1    Liu, J.2    De Rochefort, L.3    Spincemaille, P.4    Khalidov, I.5    Ledoux, J.R.6    Wang, Y.7
  • 46
    • 84872972747 scopus 로고    scopus 로고
    • Nonlinear formulation of the magnetic field to source relationship for robust quantitative susceptibility mapping
    • T. Liu, C. Wisnieff, M. Lou, W. Chen, P. Spincemaille, and Y. Wang, "Nonlinear formulation of the magnetic field to source relationship for robust quantitative susceptibility mapping," Magn. Reson. Med. 69, 467-476 (2013). 10.1002/mrm.24272
    • (2013) Magn. Reson. Med. , vol.69 , pp. 467-476
    • Liu, T.1    Wisnieff, C.2    Lou, M.3    Chen, W.4    Spincemaille, P.5    Wang, Y.6
  • 47
    • 84857945699 scopus 로고    scopus 로고
    • Accuracy of the morphology enabled dipole inversion (MEDI) algorithm for quantitative susceptibility mapping in MRI
    • T. Liu, W. Xu, P. Spincemaille, A. S. Avestimehr, and Y. Wang, "Accuracy of the morphology enabled dipole inversion (MEDI) algorithm for quantitative susceptibility mapping in MRI," IEEE Trans. Med. Imaging 31, 816-824 (2012). 10.1109/TMI.2012.2213828
    • (2012) IEEE Trans. Med. Imaging , vol.31 , pp. 816-824
    • Liu, T.1    Xu, W.2    Spincemaille, P.3    Avestimehr, A.S.4    Wang, Y.5
  • 48
    • 0036338395 scopus 로고    scopus 로고
    • New robust 3-D phase unwrapping algorithms: Application to magnetic field mapping and undistorting echoplanar images
    • R. Cusack and N. Papadakis, "New robust 3-D phase unwrapping algorithms: Application to magnetic field mapping and undistorting echoplanar images," NeuroImage 16, 754-764 (2002). 10.1006/nimg.2002.1092
    • (2002) NeuroImage , vol.16 , pp. 754-764
    • Cusack, R.1    Papadakis, N.2
  • 49
    • 80054086665 scopus 로고    scopus 로고
    • A novel background field removal method for MRI using projection onto dipole fields (PDF)
    • T. Liu, I. Khalidov, L. de Rochefort, P. Spincemaille, J. Liu, A. J. Tsiouris, and Y. Wang, "A novel background field removal method for MRI using projection onto dipole fields (PDF)," NMR Biomed. 24, 1129-1136 (2011). 10.1002/nbm.1670
    • (2011) NMR Biomed. , vol.24 , pp. 1129-1136
    • Liu, T.1    Khalidov, I.2    De Rochefort, L.3    Spincemaille, P.4    Liu, J.5    Tsiouris, A.J.6    Wang, Y.7
  • 50
    • 84855422550 scopus 로고    scopus 로고
    • Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map
    • J. Liu, T. Liu, L. de Rochefort, J. Ledoux, I. Khalidov, W. Chen, A. J. Tsiouris, C. Wisnieff, P. Spincemaille, M. R. Prince, and Y. Wang, "Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map," NeuroImage 59, 2560-2568 (2012). 10.1016/j.neuroimage.2011.08.082
    • (2012) NeuroImage , vol.59 , pp. 2560-2568
    • Liu, J.1    Liu, T.2    De Rochefort, L.3    Ledoux, J.4    Khalidov, I.5    Chen, W.6    Tsiouris, A.J.7    Wisnieff, C.8    Spincemaille, P.9    Prince, M.R.10    Wang, Y.11
  • 51
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • J. Ashburner and K. J. Friston, "Unified segmentation," NeuroImage 26, 839-851 (2005). 10.1016/j.neuroimage.2005.02.018
    • (2005) NeuroImage , vol.26 , pp. 839-851
    • Ashburner, J.1    Friston, K.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.