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Volumn 18, Issue 1, 2000, Pages 89-94

Comparison of two exploratory data analysis methods for fMRI: Fuzzy clustering vs. principal Component analysis

Author keywords

Functional MR imaging; Fuzzy clustering analysis; Principal component analysis;

Indexed keywords

ARTICLE; CLUSTER ANALYSIS; DATA ANALYSIS; INTERMETHOD COMPARISON; NUCLEAR MAGNETIC RESONANCE IMAGING; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL;

EID: 0033989016     PISSN: 0730725X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0730-725X(99)00102-2     Document Type: Article
Times cited : (150)

References (25)
  • 4
    • 0032005769 scopus 로고    scopus 로고
    • Quantification in functional magnetic resonance imaging: Fuzzy clustering vs. correlation analysis
    • Baumgartner R., Windischberger C., Moser E. Quantification in functional magnetic resonance imaging fuzzy clustering vs. correlation analysis. Magn Reson Imaging. 16:1998;115-125.
    • (1998) Magn Reson Imaging , vol.16 , pp. 115-125
    • Baumgartner, R.1    Windischberger, C.2    Moser, E.3
  • 6
    • 0027441566 scopus 로고
    • Functional connectivity: The principal component analysis of large (PET) data sets
    • Friston K., Frith C., Liddle P., Frackowiak R. Functional connectivity the principal component analysis of large (PET) data sets. J Cereb Blood Flow Metab. 13:1993;5-14.
    • (1993) J Cereb Blood Flow Metab , vol.13 , pp. 5-14
    • Friston, K.1    Frith, C.2    Liddle, P.3    Frackowiak, R.4
  • 7
    • 0030733807 scopus 로고    scopus 로고
    • Empirical analysis of BOLD fMRI statistics. I. Spatially unsmoothed data collected under null hypothesis conditions
    • Zarahn E., Aguirre G., D’Esposito M. Empirical analysis of BOLD fMRI statistics. I. Spatially unsmoothed data collected under null hypothesis conditions. NeuroImage. 5:1997;179-197.
    • (1997) NeuroImage , vol.5 , pp. 179-197
    • Zarahn, E.1    Aguirre, G.2    D’Esposito, M.3
  • 8
    • 0029025207 scopus 로고
    • An ROC approach for evaluating functional brain MR imaging and postprocessing protocols
    • Constable R., Skudlarski P., Gore J. An ROC approach for evaluating functional brain MR imaging and postprocessing protocols. Magn Reson Med. 34:1995;57-64.
    • (1995) Magn Reson Med , vol.34 , pp. 57-64
    • Constable, R.1    Skudlarski, P.2    Gore, J.3
  • 10
    • 0039377687 scopus 로고    scopus 로고
    • Non-linear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging
    • Lange N., Zeger S. Non-linear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging. Appl Statist. 46:1997;1-29.
    • (1997) Appl Statist , vol.46 , pp. 1-29
    • Lange, N.1    Zeger, S.2
  • 11
    • 0030069897 scopus 로고    scopus 로고
    • Tutorial in biostatistics: Statistical approaches to human brain mapping by functional magnetic resonance imaging
    • Lange N. Tutorial in biostatistics statistical approaches to human brain mapping by functional magnetic resonance imaging. Statistics Med. 15:1996;389-428.
    • (1996) Statistics Med , vol.15 , pp. 389-428
    • Lange, N.1
  • 13
    • 0027983045 scopus 로고
    • Synthetic images by subspace transforms. I. Principal components images and related filters
    • Sychra J., Bandettini P., Bhattacharya N., Lin Q. Synthetic images by subspace transforms. I. Principal components images and related filters. Med Phys. 21:1994;193-201.
    • (1994) Med Phys , vol.21 , pp. 193-201
    • Sychra, J.1    Bandettini, P.2    Bhattacharya, N.3    Lin, Q.4
  • 15
    • 0026665439 scopus 로고
    • Fuzzy cluster analysis of molecular dynamics trajectories
    • Gordon H., Somorjai R. Fuzzy cluster analysis of molecular dynamics trajectories. Proteins. 14:1992;249-264.
    • (1992) Proteins , vol.14 , pp. 249-264
    • Gordon, H.1    Somorjai, R.2
  • 17
    • 0029304035 scopus 로고
    • Some nonontological and functionally unconnected views on current issues in the analysis of PET datasets
    • Ford I. Some nonontological and functionally unconnected views on current issues in the analysis of PET datasets. J Cereb Blood Flow Metab. 15:1994;371-377.
    • (1994) J Cereb Blood Flow Metab , vol.15 , pp. 371-377
    • Ford, I.1
  • 19
    • 0031981066 scopus 로고    scopus 로고
    • Hybrid phantoms for testing the measurement of regional dynamics in dynamic renal scintigraphy
    • Samal M., Bergmann H. Hybrid phantoms for testing the measurement of regional dynamics in dynamic renal scintigraphy. Nucl Med Commun. 19:1998;161-171.
    • (1998) Nucl Med Commun , vol.19 , pp. 161-171
    • Samal, M.1    Bergmann, H.2
  • 24
    • 0032958562 scopus 로고    scopus 로고
    • Neural network based analysis of MR time series
    • Fischer H., Hennig J. Neural network based analysis of MR time series. Magn Reson Med. 41:1999;124-131.
    • (1999) Magn Reson Med , vol.41 , pp. 124-131
    • Fischer, H.1    Hennig, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.