Factor Analysis
Data Base

Factor Analysis for Magnetic Resonance

1. S. Halouska and R. Powers "Negative impact of noise on the principal component analysis of NMR data" Journal of Magnetic Resonance 178, 1, 88-95 (2006)

1. P.M. Dominiak, A. Filarowski, P.E. Hansen, and K. Wozniak "Factor Analysis of Deuterium Isotope Effects on ¹³C NMR Chemical Shifts in Schiff Bases" Chemistry - A European Journal 11, 16, 4758-4766 (2005)
2. N. Mashal, M. Faust and T. Hendler "The role of the right hemisphere in processing nonsalient metaphorical meanings: Application of Principal Components Analysis to fMRI data" Neuropsychologia 43, 14, 2084-2100 (2005)
3. L.Le Moyec, P. Valensi, J-C. Charniot, E. Hantz , J-P. Albertini "Serum ¹H-nuclear magnetic spectroscopy followed by principal component analysis and hierarchical cluster analysis to demonstrate effects of statins on hyperlipidemic patients" NMR in Biomedicine 18, 7, 421 - 429 (2005)
4. S. Rezzi, D.E. Axelson, K. Héberger, F. Reniero, C. Mariani and C. Guillou "Classification of olive oils using high throughput flow ¹H NMR fingerprinting with principal component analysis, linear discriminant analysis and probabilistic neural networks" Analytica Chimica Acta 552, 1-2, 13-24 (2005)
5. R. Viviani, G. Grön and M. Spitzer "Functional principal component analysis of fMRI data" Human Brain Mapping 24, 2, 109-129 (2005)
6. M. Wasim and R.G. Brereton "Application of evolving factor analysis to on-flow LC-NMR data using spectral windows" Chemometrics and Intelligent Laboratory Systems 78, 1-2, 51-62 (2005)

1. K. Chen, E.M. Reiman, G.E. Alexander, D. Bandy, R. Renaut, W.R. Crum, N.C. Fox, and M.N. Rossor "An automated algorithm for the computation of brain volume change from sequential MRIs using an iterative principal component analysis and its evaluation for the assessment of whole-brain atrophy rates in patients with probable Alzheimer's disease" Neuroimage 22, 1, 134-143 (2004)
2. M.A. Constantinou, E. Papakonstantinou, D. Benaki, M. Spraul, K. Shulpis, M.A. Koupparis and E. Mikros "Application of nuclear magnetic resonance spectroscopy combined with principal component analysis in detecting inborn errors of metabolism using blood spots: a metabonomic approach" Analytica Chimica Acta 511, 2, 303-312 (2004)
3. M. Jalali-Heravi, S. Masoum and P. Shahbazikhah "Simulation of ¹³C nuclear magnetic resonance spectra of lignin compounds using principal component analysis and artificial neural networks" Journal of Magnetic Resonance 171, 1, 176-185 (2004)

1. A.L. Martel, D. Fraser, G.S. Delay, P.S. Morgan and A.R. Moody "Separating arterial and venous components from 3D dynamic contrast-enhanced MRI studies using factor analysis" Magnetic Resonance in Medicine 49, 5, 928-933 (2003)
2. N.G. Papadakis, Y. Zheng, and I.D. Wilkinson "Analysis of diffusion tensor magnetic resonance imaging data using principal component analysis" Physics in Medicine and Biology 48, 24, N343-N350 (2003)
3. M. Üzümcü, A.F. Frangi, M. Sonka, J.H.C. Reiber and B.P.F. Lelieveldt "ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation" In: "Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003 ", Lecture Notes in Computer Science 2878, 451-458 (2003)
4. H. Witjes, M. Rijpkema, M. van der Graaf, W. Melssen, A. Heerschap and L. Buydens "Multispectral magnetic resonance image analysis using principal component and linear discriminant analysis" Journal of Magnetic Resonance Imaging 17, 2, 261-269 (2003)
5. M. Yuasa, M. Watanabe, M. Nishiura, K. Yamaguchi, T. Kondo, H. Anno and K. Muto "Automatic heart wall contour extraction from MR images using active contour models: Initial contour setting based on principal component analysis" Systems and Computers in Japan 34, 4, 72-82 (2003)
6. Y. Zheng, M. Hasegawa-Johnson and S. Pizza "Analysis of the three-dimensional tongue shape using a three-index factor analysis model" Journal of the Acoustical Society of America 113, 1, 478-486 (2003)

1. S. Van Huffel, Y. Wang, L. Vanhamme and P. Van Hecke "Automatic frequency alignment and quantitation of single resonances in multiple magnetic resonance spectra via complex principal component analysis" Journal of Magnetic Resonance 158, 1-2, 1-14 (2002)
2. J.C. Hus and R. Brüschweiler "Principal component method for assessing structural heterogeneity across multiple alignment media" Journal of Biomolecular NMR 24, 2, 123-132 (2002)
3. J-C. Hus and R. Brüschweiler "Reconstruction of interatomic vectors by principle component analysis of nuclear magnetic resonance data in multiple alignments" The Journal of Chemical Physics 117, 3, 1166-1172 (2002)
4. H. Shen, C.Y. Airiau and R.G. Brereton "Resolution of on-flow LC/NMR data by multivariate methods - a comparison" Journal of Chemometrics 16, 8-10, 469-481 (2002)
5. R. Stoyanova and T.R. Brown "NMR Spectral Quantitation by Principal Component Analysis - III. A Generalized Procedure for Determination of Lineshape Variations" Journal of Magnetic Resonance 154, 2, 163-175 (2002)

1. E.L. Canto, L. Tasic, R.E. Bruns and R. Rittner "Principal component analysis in studies of substituent-induced chemical shifts of 1,4-disubstituted benzenes" Magnetic Resonance in Chemistry 39, 6, 316-322 (2001)
2. P.W. Howe "Principal components analysis of protein structure ensembles calculated using NMR data" Journal of Biomolecular NMR 20, 1, 61-70 (2001)
3. A.L. Martel, A.R. Moody, S.J. Allder, G.S. Delay and P.S. Morgan "Extracting parametric images from dynamic contrast-enhanced MRI studies of the brain using factor analysis" Medical Image Analysis 5, 1, 29-39 (2001)
4. B.C.M. Potts, A.J. Deese, G.J. Stevens, M.D. Reily, D.G. Robertson and J. Theiss "NMR of biofluids and pattern recognition: assessing the impact of NMR parameters on the principal component analysis of urine from rat and mouse" Journal of Pharmaceutical and Biomedical Analysis 26, 3, 463-476 (2001)
5. R. Stoyanova and T.R. Brown "NMR spectral quantitation by principal component analysis" NMR in Biomedicine 14, 4, 271-277 (2001)

1. R. Baumgartner, L. Ryner, W. Richter, R. Summers, M. Jarmasz and R. Somorjai "Comparison of two exploratory data analysis methods for fMRI: fuzzy clustering vs. principal component analysis" Magnetic Resonance Imaging 18, 1, 89-94 (2000)
2. K. Friston, J. Phillips, D. Chawla and C. Bu "Nonlinear PCA: characterizing interactions between modes of brain activity" Philosophical Transactions: Biological Sciences 355, 1393, 135-146 (2000)
3. E. Pevzner and B. Ehrenberg "Principal component analysis of the absorption and resonance Raman spectra of the metallochromic indicator antipyrylazo III" Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 56, 4, 637-651 (2000)

1. A.H. Andersen, D.M. Gash and M.J. Avison "Principal component analysis of the dynamic response measured by fMRI: a generalized linear systems framework" Magnetic Resonance Imaging 17, 6, 795-815 (1999)
2. T.F. Bathen, T. Engan and J. Krane "Principal component analysis of proton nuclear magnetic resonance spectra of lipoprotein fractions from patients with coronary heart disease and healthy subjects" Scandinavian Journal of Clinical and Laboratory Investigation 59, 5, 349-360 (1999)
3. M.A. Elliott, G.A. Walter, A. Swift, K. Vandenborne, J.C. Schotland and J.S. Leigh "Spectral quantitation by principal component analysis using complex singular value decomposition" Magnetic Resonance in Medicine 41, 3, 450-455 (1999)
4. K. Friston, J. Phillips, D. Chawla and C. Büchel "Revealing interactions among brain systems with nonlinear PCA" Human Brain Mapping 8, 2-3, 92-97 (1999)
5. S-H. Lai and M. Fang "A novel local PCA-Based method for detecting activation signals in fMRI" Magnetic Resonance Imaging 17, 6, 827-836 (1999)
6. L. Liszka and M. Holmström "Extraction of a deterministic component from ROSAT X-ray data using a wavelet transform and the principal component analysis" Astronomy and Astrophysics Suppl. Series 140, 1, 125-134 (1999)
7. K. Molt and R. Schramm "Determination of light elements in organic liquid matrices by principal component regression in EDXRS using backscattered radiation" X-Ray Spectrometry 28, 1, 59-63 (1999)
8. G. Oros and T. Cserháti "QSAR Study of the Fungicidal Activity of Thiophosphorylglycinamide Derivatives. Comparison of Principal Component Analysis and Spectral Mapping Technique" Quantitative Structure-Activity Relationships 18, 6, 584-593 (1999)
9. S. Oswald and S. Baunack "Factor analysis and XPS-data preprocessing for non-conducting samples" Fresenius' Journal of Analytical Chemistry 365, 1-3, 59-62 (1999)
10. S.K. Patra, A.K. Mandal and M.K. Pal "State of aggregation of bilirubin in aqueous solution: principal component analysis approach" Journal of Photochemistry and Photobiology A: Chemistry 122, 1, 23-31 (1999)
11. M. Statheropoulos, A. Pappa, P. Karamertzanis and H.L.C. Meuzelaar "Noise reduction of fast, repetitive GC/MS measurements using principal component analysis (PCA)" Analytica Chimica Acta 401, 1-2, 35-43 (1999)
12. Z. Zhao and E.R. Malinowski "Window factor analysis of methylene blue in water" Journal of Chemometrics 13, 2, 83-94 (1999)
13. K.D. Zissis, R.G. Brereton and S. Dunkerley "Principal components scores and loadings plots for visualisation of the electrospray ionisation liquid chromatography mass spectra of a mixture of chlorophyll degradation products at different cone voltages" Rapid Communications in Mass Spectrometry 13, 17, 1755-1761 (1999)

1. B.M. Beckwith-Hall, J.K. Nicholson, A.W. Nicholls, P.J. Foxall, J.C. Lindon, S.C. Connor, M. Abdi, J. Connelly and E. Holmes "Nuclear magnetic resonance spectroscopic and principal components analysis investigations into biochemical effects of three model hepatotoxins" Chemical Research in Toxicology 11, 4, 260-272 (1998)

1. N.J. Clayden "Factor analysis of simulated time domain NMR data for semicrystalline polymers" Analytica Chimica Acta 356, 1, 27-33 (1997)
2. N.J. Clayden, R.J. Lehnert and S. Turnock "Factor analysis of time domain NMR data: crystallinity of poly(tetrafluoroethene)" Analytica Chimica Acta 344, 3, 261-269 (1997)
3. L.C. Maas, G.J. Harris, A. Satlin, C.D. English, R.F. Lewis and P.F. Renshaw "Regional cerebral blood volume measured by dynamic susceptibility contrast MR imaging in Alzheimer's disease: a principal components analysis" Journal of Magnetic Resonance Imaging 7, 1, 215-219 (1997)
4. N.G. Walsh, J.K. Hardy and P.L. Rinaldi "Use of ¹³C nuclear magnetic resonance spectroscopy and principal component analysis for automated analysis of styrene/butadiene copolymers" Applied Spectroscopy 51, 6, 889-897 (1997)

1. W. Backfrieder, R. Baumgartner, M. Samal, E. Moser and H. Bergmann "Quantification of intensity variations in functional MR images using rotated principal components" Physics in Medicine and Biology 41, 8, 1425-1438 (1996)
2. D. Blocklet, P. Martin, A. Schoutens, M. Verhas, L. Hooghe, and P. Kinnaert "Presurgical localization of abnormal parathyroid glands using a single injection of technetium-99m methoxyisobutylisonitrile: comparison of different techniques including factor analysis of dynamic structures" European Journal of Nuclear Medicine and Molecular Imaging 24, 1, 46-51 (1996)
3. T.R. Brown and R. Stoyanova "NMR Spectral Quantitation by Principal-Component Analysis. II. Determination of Frequency and Phase Shifts" Journal of Magnetic Resonance, Series B 112, 1, 32-43 (1996)
4. A.C. Kuesel, R. Stoyanova, N.R. Aiken, C-W. Li, B.S. Szwergold, C. Shaller and T.R. Brown "Quantitation of Resonances in Biological ³¹P NMR Spectra via Principal Component Analysis: Potential and Limitations" NMR in Biomedicine 9, 3, 93-104 (1996)
5. A.Y. Tien, W.W. Eaton, T.E. Schlaepfer, I.K. McGilchrist , R. Menon, R. Powers, E. Aylward, P. Barta, M.E. Strauss and G.D. Pearlson "Exploratory factor analysis of MRI brain structure measures in schizophrenia" Schizophrenia Research 19, 2-3, 93-101 (1996)

1. J.M. Koons and P.D. Ellis "Applicability of factor analysis in solid state NMR" Analytical Chemistry 67, 23, 4309-4315 (1995)
2. R. Stoyanova, A.C. Kuesel and T.R. Brown "Application of Principal-Component Analysis for NMR Spectral Quantitation" Journal of Magnetic Resonance, Series A 115, 2, 265-269 (1995)

1. J.J. Sychra, P.A. Bandettini, N. Bhattacharya and Q. Lin "Synthetic images by subspace transforms I. Principal components images and related filters" Medical Physics 21, 2, 193-201 (1994)
2. A.M. Zagdanski, R. Sigal, J. Bosq, J.P. Bazin, D. Vanel and R. Di Paola "Factor analysis of medical image sequences in MR of head and neck tumors" American Journal of Neuroradiology 15, 7, 1359-1368 (1994)

1. P. Moens, P. Devolder, R. Hoogewijs, F. Callens and R. Verbeeck "Maximum-Likelihood Common-Factor Analysis as a Powerful Tool in Decomposing Multicomponent EPR Powder Spectra" Journal of Magnetic Resonance, Series A 101, 1, 1-15 (1993)

1. V. Bonnerot, A. Charpentier, F. Frouin, C. Kalifa, D. Vanel and R. Di Paola "Factor analysis of dynamic magnetic resonance imaging in predicting the response of osteosarcoma to chemotherapy" Investigative Radiology 27, 10, 847-855 (1992)

1. A.V. Afonin "Study of specific C-H...N intramolecular interactions in heteroaryl vinyl ethers, on the basis of factor analysis of ¹H and ¹³C NMR spectral parameters" Russian Chemical Bulletin 40, 10, 2003-2011 (1991)

1. D. Morvan, P. Jehenson, D. Duboc and A. Syrota "Discriminant factor analysis of 31P NMR spectroscopic data in myopathies" Magnetic Resonance in Medicine 13, 2, 216-227 (1990)

1. A.Yu. Denisov and V.I. Mamatyuk "Factor analysis of substituent effects on the NMR parameters of pyridines and benzenes" Russian Chemical Bulletin 38, 7, 1431-1435 (1989)
2. H. Grahn, N.M. Szeverenyi, M.W. Roggenbuck, F. Delaglio and P. Geladi "Data analysis of multivariate magnetic resonance images I. A principal component analysis approach" Chemometrics and Intelligent Laboratory Systems 5, 4, 311-322 (1989)
3. B. Nordén and C. Albano "Principal components analysis of complex n.m.r. spectra from heterogeneous material" Fuel 68, 6, 771-775 (1989)

1. U. Schmiedl, D.A. Ortendahl, A.S. Mark, I. Berry and L. Kaufman "The utility of principal component analysis for the image display of brain lesions. A preliminary, comparative study" Magnetic Resonance in Medicine 4, 5, 471-486 (1987)

1. L.B. Krivdin, V.I. Donskikh, G.A. Kalabin and B.A. Trofimov "Study of conjugation effects by means of NMR spectroscopy 21. Factor analysis of NMR parameters of alkyl phenyl ethers and sulfides" Russian Chemical Bulletin 32, 5, 953-958 (1983)

1. E.R. Malinowski "Obtaining the key set of typical vectors by factor analysis and subsequent isolation of component spectra" Analytica Chimica Acta 134, 129-137 (1982)

1. E.R. Malinowski "Theory of error for target factor analysis with applications to mass spectrometry and nuclear magnetic resonance spectrometry" Analytica Chimica Acta 103, 4, 339-354 (1978)