메뉴 건너뛰기




Volumn 15, Issue 4, 2006, Pages 1007-1012

Blind source separation for the computational analysis of dynamic oncological PET studies

Author keywords

Independent component analysis; Positron emission tomography; Standard uptake values

Indexed keywords

ALGORITHM; ARTICLE; HUMAN; KINETICS; NEOPLASM; POSITRON EMISSION TOMOGRAPHY; SCINTISCANNING; STATISTICAL ANALYSIS; STATISTICS;

EID: 33645770015     PISSN: 1021335X     EISSN: 17912431     Source Type: Journal    
DOI: 10.3892/or.15.4.1007     Document Type: Article
Times cited : (4)

References (32)
  • 1
    • 0025845450 scopus 로고
    • The applications of PET in clinical oncology
    • Strauss LG and Conti PS: The applications of PET in clinical oncology. J Nucl Med 32: 623-648, 1991.
    • (1991) J Nucl Med , vol.32 , pp. 623-648
    • Strauss, L.G.1    Conti, P.S.2
  • 2
    • 0028784446 scopus 로고
    • SUV: Standard uptake or silly useless value?
    • Keyes JW: SUV: Standard uptake or silly useless value? J Nucl Med 36: 1836-1839, 1995.
    • (1995) J Nucl Med , vol.36 , pp. 1836-1839
    • Keyes, J.W.1
  • 3
    • 0033737712 scopus 로고    scopus 로고
    • Anatomy of SUV
    • Huang SC: Anatomy of SUV. Nucl Med Biol 27: 643-646, 2000.
    • (2000) Nucl Med Biol , vol.27 , pp. 643-646
    • Huang, S.C.1
  • 5
    • 0036334838 scopus 로고    scopus 로고
    • Spatiotemporal independent component analysis of event-related fMRI data using skewed probability density functions
    • DOI 10.1006/nimg.2001.0986
    • Stone JV, Porril J, Porter NR and Wilkinson ID: Spatiotemporal independent component analysis of event-related fMRI data using skewed probability density functions. Neuroimage 15: 407-421, 2002. (Pubitemid 34852550)
    • (2002) NeuroImage , vol.15 , Issue.2 , pp. 407-421
    • Stone, J.V.1    Porrill, J.2    Porter, N.R.3    Wilkinson, I.D.4
  • 6
    • 0034974759 scopus 로고    scopus 로고
    • 15O dynamic myocardial PET using independent component analysis
    • 15O dynamic myocardial PET using independent component analysis. J Nucl Med 42: 938-943, 2001.
    • (2001) J Nucl Med , vol.42 , pp. 938-943
    • Lee, J.S.1    Lee, D.S.2    Ahn, J.Y.3
  • 7
    • 13244260731 scopus 로고    scopus 로고
    • Extraction of a plasma time-activity curve from dynamic brain PET images based on independent component analysis
    • DOI 10.1109/TBME.2004.840193
    • Naganawa M, Kimura Y, Ishii K, Oda K, Ishiwata K and Matani A: Extraction of a plasma time-activity curve from dynamic brain PET images based on independent component analysis. IEEE Trans Biomed Eng 52: 201-210, 2005. (Pubitemid 40188668)
    • (2005) IEEE Transactions on Biomedical Engineering , vol.52 , Issue.2 , pp. 201-210
    • Naganawa, M.1    Kimura, Y.2    Ishii, K.3    Oda, K.4    Ishiwata, K.5    Matani, A.6
  • 8
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • DOI 10.1016/S0893-6080(00)00026-5, PII S0893608000000265
    • Hyvärinen A and Oja E: Independent component analysis: algorithms and applications. Neural Networks 13: 411-430, 2000. (Pubitemid 30447427)
    • (2000) Neural Networks , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 9
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber P: Projection pursuit. Ann Stat 13: 435-475, 1985.
    • (1985) Ann Stat , vol.13 , pp. 435-475
    • Huber, P.1
  • 10
    • 33845435132 scopus 로고    scopus 로고
    • New approximations of differential entropy for independent component analysis and projection pursuit
    • Hyvärinen A: New approximations of differential entropy for independent component analysis and projection pursuit. Adv Neural Info Process Systems 10: 273-279, 1998.
    • (1998) Adv Neural Info Process Systems , vol.10 , pp. 273-279
    • Hyvärinen, A.1
  • 11
    • 0346307721 scopus 로고    scopus 로고
    • A Fast Fixed-Point Algorithm for Independent Component Analysis
    • Hyvärinen A and Oja E: A fast fixed-point algorithm for independent component analysis. Neural Comput 9: 1483-1492, 1997. (Pubitemid 127462801)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 12
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvärinen A: Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans Neural Networks 10: 626-634, 1999.
    • (1999) IEEE Trans Neural Networks , vol.10 , pp. 626-634
    • Hyvärinen, A.1
  • 14
    • 84898962644 scopus 로고    scopus 로고
    • Independent component analysis for identification of artifacts in magnetoencephalographic recordings
    • Vigário R, Jousmäki V, Hämäläinen M, Hari R, and Oja E: Independent component analysis for identification of artifacts in magnetoencephalographic recordings. Adv Neural Info Process Systems 10: 229-235, 1998.
    • (1998) Adv Neural Info Process Systems , vol.10 , pp. 229-235
    • Vigário, R.1    Jousmäki, V.2    Hämäläinen, M.3    Hari, R.4    Oja, E.5
  • 15
  • 16
    • 0348223982 scopus 로고    scopus 로고
    • Sparse code shrinkage: Denoising of non-gaussian data by maximum likelihood estimation
    • Hyvärinen A: Sparse code shrinkage: denoising of non-gaussian data by maximum likelihood estimation. Neural Comput 11: 1739-1768, 1999.
    • (1999) Neural Comput , vol.11 , pp. 1739-1768
    • Hyvärinen, A.1
  • 18
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell A and Sejnowski T: An information-maximization approach to blind separation and blind deconvolution. Neural Comput 7: 1129-1159, 1995.
    • (1995) Neural Comput , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 19
    • 0000772267 scopus 로고
    • Non-linear neurons in the low noise limit: A factorial code maximizes information transfer
    • Nadal JP and Parga N: Non-linear neurons in the low noise limit: a factorial code maximizes information transfer. Network 5: 565-581, 1994.
    • (1994) Network , vol.5 , pp. 565-581
    • Nadal, J.P.1    Parga, N.2
  • 20
    • 0009912228 scopus 로고
    • A Marquardt algorithm for choosing the step-size in backpropagation learning with conjugate gradients
    • University of Sussex
    • Williams P: A Marquardt algorithm for choosing the step-size in backpropagation learning with conjugate gradients. Cognitive Science Research Paper CSRP 229. University of Sussex, 1991.
    • (1991) Cognitive Science Research Paper CSRP 229
    • Williams, P.1
  • 21
    • 0036134985 scopus 로고    scopus 로고
    • Fast and precise independent component analysis for high field fMRI time series tailored using prior information on spatiotemporal structure
    • DOI 10.1002/hbm.1061
    • Suzuki K, Kiryu T and Nakada T: Fast and precise independent component analysis for high field fMRI time series tailored using prior information on spatiotemporal structure. Human Brain Mapping 15: 54-66, 2002. (Pubitemid 34020613)
    • (2002) Human Brain Mapping , vol.15 , Issue.1 , pp. 54-66
    • Suzuki, K.1    Kiryu, T.2    Nakada, T.3
  • 23
    • 44649190002 scopus 로고
    • 18F]fluoro-D-glucose by direct nucleophilic exchange on a quaternary 4-aminopyridinium resin
    • DOI 10.1016/0883-2897(90)90052-3
    • Toorongian SA, Mulholland GK, Jewett DM, Bachelor MA, Kilbourn MR: Routine production of 2-deoxy-2(F-18)fluoro-Dglucose by direct nucleophilic exchange on a quaternary 4-amino-pyridinium resin. Nucl Med Biol 3: 273-279, 1990. (Pubitemid 20110114)
    • (1990) Nuclear Medicine and Biology , vol.17 , Issue.3 , pp. 273-279
    • Toorongian, S.A.1    Mulholland, G.K.2    Jewett, D.M.3    Bachelor, M.A.4    Kilbourn, M.R.5
  • 25
    • 0033950516 scopus 로고    scopus 로고
    • Detection of consistently task-related activations in fMRI data with hybrid independent components
    • McKeown M: Detection of consistently task-related activations in fMRI data with hybrid independent components. Neuroimage 11: 24-35, 2000.
    • (2000) Neuroimage , vol.11 , pp. 24-35
    • McKeown, M.1
  • 27
    • 0000302959 scopus 로고
    • Separation of a mixture of independent signals using time delayed correlations
    • Molgedey L and Schuster HG: Separation of a mixture of independent signals using time delayed correlations. Phys Rev Lett 72: 3634-3636, 1994.
    • (1994) Phys Rev Lett , vol.72 , pp. 3634-3636
    • Molgedey, L.1    Schuster, H.G.2
  • 28
    • 1642468351 scopus 로고    scopus 로고
    • ICA by maximization of nongaussianity
    • Wiley Interscience, New York
    • Hyvärinen A, Karhunen J and Oja E: ICA by maximization of nongaussianity. In Independent Component Analysis. Wiley Interscience, New York, pp165-202, 2001.
    • (2001) Independent Component Analysis , pp. 165-202
    • Hyvärinen, A.1    Karhunen, J.2    Oja, E.3
  • 30
    • 0029826105 scopus 로고    scopus 로고
    • F-18 deoxyglucose and false-positive results: A major problem in the diagnostics of oncological patients
    • Strauss LG: F-18 deoxyglucose and false-positive results: a major problem in the diagnostics of oncological patients. Eur J Nucl Med 23: 1409-1415, 1996.
    • (1996) Eur J Nucl Med , vol.23 , pp. 1409-1415
    • Strauss, L.G.1
  • 31
    • 0034885775 scopus 로고    scopus 로고
    • Influence of OSEM and segmented attenuation correction in the calculation of standardised uptake values for [18F]FDG PET
    • Visvikis D, Cheze-LeRest C, Costa DC, Bomanji J, Gacinovic S and Ell PJ: Influence of OSEM and segmented attenuation correction in the calculation of standardised uptake values for [18F]FDG PET. Eur J Nucl Med 28: 1326-1335, 2001.
    • (2001) Eur J Nucl Med , vol.28 , pp. 1326-1335
    • Visvikis, D.1    Cheze-LeRest, C.2    Costa, D.C.3    Bomanji, J.4    Gacinovic, S.5    Ell, P.J.6
  • 32
    • 3142550625 scopus 로고    scopus 로고
    • The use of standardized uptake values for assessing FDG uptake with PET in oncology: A clinical perspective
    • DOI 10.1097/01.mnm.0000134329.30912.49
    • Lucignani G, Paganelli G and Bombardieri E: The use of standardized uptake values for assessing FDG uptake with PET in oncology: a clinical perspective. Nucl Med Commun 25: 651-656, 2004. (Pubitemid 38901681)
    • (2004) Nuclear Medicine Communications , vol.25 , Issue.7 , pp. 651-656
    • Lucignani, G.1    Paganelli, G.2    Bombardieri, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.