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Psychiatry Research: Neuroimaging
Volume 173, Issue 1
, Pages 8-14
, 15 July 2009
Principal component analysis in mild and moderate Alzheimer's disease — A novel approach to clinical diagnosis
References
- . Implementation and validation of a fully automatic system for intra- and inter-individual registration of PET brain scans. Journal of Computer Assisted Tomography. 1997;21:136–144
- . Quantitative assessment of cerebral blood flow in patients with Alzheimer's disease by SPECT. Journal of Nuclear Medicine. 1997;38:1095–1101
- . Brain blood flow in the dementias, SPECT with histopathologic correlation in 54 patients. Radiology. 1997;202:793–797
- . Combined 99mTc-ECD SPECT and neuropsychological studies in MCI for the assessment of conversion to AD. Neurobiology of Aging. 2006;27:24–31
- . A method for attenuation correction in radionuclide computed tomography. IEEE Transactions on Nuclear Science. 1978;25:638–643
- . Mild cognitive impairment. Can FDG-PET predict who is to rapidly convert to Alzheimer's disease?. Neurology. 2003;60:1374–1377
- . PET network abnormalities and cognitive decline in patients with mild cognitive impairment. Neuropsychopharmacology. 2006;31:1327–1334
- . Functional brain imaging in the dementias: role in early detection, differential diagnosis, and longitudinal studies. European Journal of Nuclear Medicine and Molecular Imaging. 2002;29:1685–1687
- . Systematic review of the diagnostic accuracy of 99mTc-HMPAO-SPECT in Dementia. American Journal of Geriatric Psychiatry. 2004;12:554–570
- . The metabolic anatomy of Parkinson's disease: complementary (18F)fluorodeoxyglucose and (18F)fluorodopa positron emission tomographic studies. Movement Disorders. 1990;5:203–213
- . The metabolic topography of parkinsonism. Journal of Cerebral Blood Flow and Metabolism. 1994;14:783–801
- . “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. Journal of Psychiatric Research. 1975;12:189–198
- . Functional connectivity: the principal-component analysis of large (PET) data set. Journal of Cerebral Blood Flow and Metabolism. 1993;13:5–14
- . Statistical parametric maps in functional imaging: a general linear approach. Human Brain Mapping. 1995;2:189–210
- . Revealing interactions among brain systems with nonlinear PCA. Human Brain Mapping. 1999;8:92–97
- . The development of ASPECT, an annular single crystal brain camera for high efficiency SPECT. IEEE Transactions on Nuclear Science. 1988;35:654–658
- . Brain SPET perfusion in early Alzheimer's disease: where to look?. European Journal of Nuclear Medicine and Molecular Imaging. 2002;29:975–978
- . Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proceedings of the National Academy of Sciences of the United States of America. 2004;101:4637–4642
- . A computerized brain atlas: construction, anatomical content, and some applications. Journal of Computer Assisted Tomography. 1991;15:26–38
- . A new approach to spatial covariance modeling of functional brain imaging data: ordinal trend analysis. Neural Computation. 2005;17:1602–1645
- . Reduction of regional cerebral blood flow and cognitive impairment in patients with Alzheimer's disease: evaluation of an observer-independent analytic approach. Dementia and Geriatric Cognitive Disorders. 1997;8:98–104
- . Use of significance image to determine patterns of cortical blood flow abnormality in pathological and at-risk Groups. Journal of Nuclear Medicine. 1998;39:425–430
- . Unified SPM-ICA for fMRI analysis. Neuroimage. 2005;25:746–755
- . Imaging markers of mild cognitive impairment: multivariate analysis of CBF SPECT. Neurobiology of Aging. 2007;28:1062–1069
- . Parametric mapping of cerebral blood flow deficits in Alzheimer's disease: a SPECT study using HMPAO and image standardization technique. Journal of Nuclear Medicine. 1999;40:244–249
- . Clinical studies of cerebral blood flow in Alzheimer's disease. Annals of the New York Academy of Sciences. 1997;826:254–262
- . SPECT perfusion imaging in the diagnosis of Alzheimer's disease. A clinical-pathologic study. Neurology. 2001;56:950–956
- . Accurate prediction of histologically confirmed Alzheimer's disease and the differential diagnosis of dementia: the use of NINCDS-ADRDA and DMS-III criteria, SPECT, X-Ray CT and Apo E4 in medial temporal lobe dementias. Oxford project to investigate memory and aging. International Psychogeriatrics. 1998;10:271–302
- . Use of singular value decomposition to characterize age and gender differences in SPECT cerebral perfusion. Journal of Nuclear Medicine. 1998;39:965–973
- . 18FDG PET in vascular dementia: differentiation from Alzheimer's disease using voxel-based multivariate analysis. Journal of Cerebral Blood Flow and Metabolism. 2006;26:1213–1221
- . Longitudinal evaluation of early Alzheimer's disease using Spect. Journal of Nuclear Medicine. 2000;41:1155–1162
- . Executive processes in Parkinson's disease: FDG-PET and network analysis. Human Brain Mapping. 2004;22:236–245
- . Longitudinal evaluation of both morphologic and functional changes in the same individuals with Alzheimer's disease. Journal of Nuclear Medicine. 2002;43:304–311
- . Spatial pattern analysis of functional brain images using partial least squares. Neuroimage. 1996;3:143–157
- . Report of the second dementia with Lewy body international workshop: diagnosis and treatment. Consortium on Dementia with Lewy Bodies.. Neurology. 1999;53:902–905
- . 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. 1984;34:939–944
- . Metabolic reduction in the posterior cingulate cortex in very early Alzheimer's Disease. Annals of Neurology. 1997;42:85–94
- . Reproducibility of regional metabolic covariance patterns: comparison of four populations. Journal of Nuclear Medicine. 1999;40:1264–1269
- . Scaled subprofile model: a statistical approach to the analysis of functional patterns in positron emission tomographic data. Journal of Cerebral Blood Flow and Metabolism. 1987;7:649–658
- . Effects of long-term Donepezil therapy on rCBF of Alzheimer's patients. Clinical Neurophysiology. 2002;113:1241–1248
- . Principal component and volumes of interest analyses in depressed patients by 99m-Tc-HMPAO SPET — a methodological comparison. European Journal of Nuclear Medicine and Molecular Imaging. 2004;31:995–1004
- . Brain regional blood flow as assessed by principal component analysis and 99mTc-HMPAO SPET in healthy subjects at rest — normal distribution and effect of age and gender. European Journal of Nuclear Medicine and Molecular Imaging. 2002;29:67–75
- . Making Sense of Factor Analysis in Health Care Research: A Practical Guide. Sage Publications; 2003;
- . In vivo neuroanatomy of Alzheimer's disease: evidence from structural and functional brain imaging. Brain and Cognition. 2002;49:220–225
- . A default mode of brain function. Proceedings of the National Academy of Sciences of the United States of America. 2001;98:676–682
- . Vascular dementia: diagnostic criteria for research studies. Report of the NINDS-AIREN International Workshop. Neurology. 1993;43:250–260
- . Regional cerebral blood flow in mood disorders. II. Comparison of major depression and Alzheimer's disease. Journal of Nuclear Medicine. 1993;34:1090–1101
- . Decomposition of metabolic brain clusters in the frontal variant of frontotemporal dementia. Neuroimage. 2006;30:871–878
- . On the multivariate nature of brain metabolic impairment in Alzheimer's disease. Neurobiology of Aging. 2009;30:186–197
- . Differential diagnosis of Alzheimer's disease with PET. Journal of Nuclear Medicine. 1994;35:391–398
- . Covariance PET patterns in early Alzheimer's disease and subjects with cognitive impairment but no dementia: utility in group discrimination and correlations with functional performance. Neuroimage. 2004;23:35–45
- . Hippocampal disconnection contributes to memory dysfunction in individuals at risk for Alzheimer's disease. Proceedings of the National Academy of Sciences of the United States of America. 2006;103:10041–10045
- . Principal component analysis and the scaled subprofile model compared to intersubject averaging and statistical parametric mapping: I. “Functional connectivity” of the human motor system studied with (15O)water PET. Journal of Cerebral Blood Flow and Metabolism. 1995;15:738–753
- . Using principal component analysis to identify a disease independent pattern of cerebral metabolic activation: the reticular activating system?. In: Uemura K, Lassen NA, Kanno I editor. Quantification of Brain Function. Amsterdam: Elsevier Science; 1993;p. 491–498
- . Patterns of regional cerebral blood flow in Alzheimer's disease. Nuclear Medicine Communications. 1992;13:656–663
- . Statistics. SPSS; 2000;
- . Multivariate network analysis of fiber tract integrity in Alzheimer's disease. Neuroimage. 2007;34:985–995
- . Clinical and neuropathological criteria for frontotemporal dementia. Journal of Neurology Neurosurgery and Psychiatry. 1994;57:416–418
- . CBA — an atlas based software tool used to facilitate the interpretation of neuroimaging data. Computer Methods & Programs in Biomedicine. 1995;4:51–71
- . Positron emission tomography and single-photon emission computed tomography brain imaging in the evaluation of Dementia. Seminars in Nuclear Medicine. 2003;33:77–85
- . A unified statistical approach for determining significant signals in images of cerebral activation. Human Brain Mapping. 1996;4:58–73
- . Efficient principal component analysis for multivariate 3D voxel-based mapping of brain functional imaging data sets as applied to FDG-PET and normal aging. Human Brain Mapping. 2003;18:13–21
PII: S0925-4927(08)00116-9
doi: 10.1016/j.pscychresns.2008.07.016
© 2008 Elsevier Ireland Ltd. All rights reserved.
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Psychiatry Research: Neuroimaging
Volume 173, Issue 1
, Pages 8-14
, 15 July 2009
