SCOPUS 정보 검색 플랫폼

Magnetic Resonance in Medicine

Volumn 50, Issue 4, 2003, Pages 697-703

Independent component analysis for automated decomposition of in vivo magnetic resonance spectra

(4) Ladroue, Christophe a Howe, Franklyn A a Griffiths, John R a Tate, A Rosemary a,b

a CR UK Biomed Magnet R Res Grp (United Kingdom)

b UNIVERSITY OF SUSSEX (United Kingdom)

Author keywords

Automatic decomposition; Independent component analysis (ICA); Model; MRS; Principal component analysis (PCA)

Indexed keywords

DECOMPOSITION; DIAGNOSIS; MAGNETIC RESONANCE; MAGNETIC RESONANCE SPECTROSCOPY; MODELS; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING;

ARTIFICIAL DATA; AUTOMATIC DECOMPOSITION; CLINICAL DIAGNOSIS; EXTRACTING FEATURES; FULLY AUTOMATED; INDEPENDENT COMPONENT ANALYSIS(ICA); MAGNETIC RESONANCE SPECTRA; SPECTRAL DECOMPOSITION;

INDEPENDENT COMPONENT ANALYSIS;

ALANINE; CREATININE; N ACETYLASPARTIC ACID; PHOSPHORYLCHOLINE;

ALGORITHM; ARTICLE; ASTROCYTOMA; AUTOANALYSIS; BRAIN LYMPHOMA; BRAIN METASTASIS; BRAIN TUMOR; CHORDOMA; CONTROLLED STUDY; CORRELATION COEFFICIENT; DATA BASE; DECOMPOSITION; GERM CELL TUMOR; GLIOBLASTOMA; HEMANGIOBLASTOMA; HUMAN; IN VIVO STUDY; INDEPENDENT COMPONENT ANALYSIS; MAJOR CLINICAL STUDY; MELANOMA; MENINGIOMA; METABOLITE; NEURILEMOMA; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; OLIGODENDROGLIOMA; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL NOISE RATIO; STATISTICAL ANALYSIS;

EID: 0141617526 PISSN: 07403194 EISSN: None Source Type: Journal
DOI: 10.1002/mrm.10595 Document Type: Article

Times cited : (51)

References (23)

1
- 0032977622
- Diagnostic assessment of brain tumours and non-neoplastic brain disorders in vivo using proton nuclear magnetic resonance spectroscopy and artificial neural networks
- Poptani H, Kaartinen J, Gupta RK, Niemitz M, Hiltunen Y, Kauppinen RA. Diagnostic assessment of brain tumours and non-neoplastic brain disorders in vivo using proton nuclear magnetic resonance spectroscopy and artificial neural networks. J Cancer Res Clin Oncol 1999;125:343-349.
- (1999) J Cancer Res Clin Oncol , vol.125 , pp. 343-349
- Poptani, H.¹ Kaartinen, J.² Gupta, R.K.³ Niemitz, M.⁴ Hiltunen, Y.⁵ Kauppinen, R.A.⁶

2
- 7344242592
- 1H MRS spectra from brain tumours
- 1H MRS spectra from brain tumours. J NMR Biomed 1998;11:177-191.
- (1998) J NMR Biomed , vol.11 , pp. 177-191
- Tate, A.R.¹ Griffiths, J.R.² Martínez-Pérez, I.³ Moreno, A.⁴ Barba, I.⁵ Cabañas, M.E.⁶ Watson, D.⁷ Alonso, J.⁸ Bartumeus, F.⁹ Isamat, F.¹⁰ Ferrer, I.¹¹ Vila, F.¹² Ferrer, E.¹³ Capdevila, A.¹⁴ Arús, C.¹⁵

3
- 0023860494
- 31P NMR signals using the variable projection method and prior knowledge
- 31P NMR signals using the variable projection method and prior knowledge. Magn Reson Med 1988;6:92-98.
- (1988) Magn Reson Med , vol.6 , pp. 92-98
- Van Der Veen, J.¹ De Beer, R.² Luyten, P.³ Van Ormondt, D.⁴

4
- 0034959727
- 1H with LCModel
- 1H with LCModel. NMR Biomed 2001;14:260-264.
- (2001) NMR Biomed , vol.14 , pp. 260-264
- Provencher, S.W.¹

5
- 0037379970
- 1H MRS
- 1H MRS. Magn Reson Med 2003;49:632-637.
- (2003) Magn Reson Med , vol.49 , pp. 632-637
- Opstad, K.¹ Provencher, S.² Bell, B.³ Griffiths, J.⁴ Howe, F.⁵

6
- 0032097263
- Academic Press, Inc.
- Fukunaga K. Introduction to statistical pattern recognition, 2nd ed. Academic Press, Inc.; 1990.
- (1990) Introduction to Statistical Pattern Recognition, 2nd Ed.
- Fukunaga, K.¹

7
- 58149364545
- Application of principal component analysis for NMR spectral quantitation
- Stoyanova R, Kuesel AC, Brown TR. Application of principal component analysis for NMR spectral quantitation. J Magn Reson Ser A 1995;115:265-269.
- (1995) J Magn Reson Ser A , vol.115 , pp. 265-269
- Stoyanova, R.¹ Kuesel, A.C.² Brown, T.R.³

8
- 85092119645
- Ph.D. thesis, St. George's Hospital Medical School, London, UK
- 1H MR spectra of tumours. Ph.D. thesis, St. George's Hospital Medical School, London, UK, 1993.
- (1993) 1H MR Spectra of Tumours
- Howells, S.L.¹

9
- 0004091959
- New York: John Wiley and Sons
- Malinowski ER, Howery DG. Factor analysis in chemistry, New York: John Wiley and Sons; 1980.
- (1980) Factor Analysis in Chemistry
- Malinowski, E.R.¹ Howery, D.G.²

10
- 0033093826
- A new method for spectral decomposition using a bilinear Bayesian approach
- Ochs MF, Stoyanova RS, Aris-Mendoza F, Brown TR. A new method for spectral decomposition using a bilinear Bayesian approach. J Magn Reson 1999;137:161-176.
- (1999) J Magn Reson , vol.137 , pp. 161-176
- Ochs, M.F.¹ Stoyanova, R.S.² Aris-Mendoza, F.³ Brown, T.R.⁴

11
- 0001104444
- Model-free analysis of mixtures by NMR using blind source separation
- Nuzillard D, Bourg S, Nuzillard JM. Model-free analysis of mixtures by NMR using blind source separation. J Magn Reson 1998;133:358-363.
- (1998) J Magn Reson , vol.133 , pp. 358-363
- Nuzillard, D.¹ Bourg, S.² Nuzillard, J.M.³

12
- 0034313920
- Robust methodology for the discrimination of brain tumours from in vivo magnetic resonance spectra
- Lee Y, Huang Y, El-Deredy W, Lisboa P, Arús C, Harris P. Robust methodology for the discrimination of brain tumours from in vivo magnetic resonance spectra. IEE Proceedings-Science, Measurement and Technology 2000;147:309-314.
- (2000) IEE Proceedings-Science, Measurement and Technology , vol.147 , pp. 309-314
- Lee, Y.¹ Huang, Y.² El-Deredy, W.³ Lisboa, P.⁴ Arús, C.⁵ Harris, P.⁶

13
- 85092120474
- 1H spectroscopic imaging data from human brain tumours
- Glasgow, Scotland
- 1H spectroscopic imaging data from human brain tumours. In: Proceedings of the 9th Annual Meeting of ISMRM, Glasgow, Scotland, 2001. p 2290.
- (2001) Proceedings of the 9th Annual Meeting of ISMRM , pp. 2290
- Hiltuninen, Y.¹ Pulkkinen, J.² Häkkinen, A.M.³ Lundbom, N.⁴ Kauppinen, R.A.⁵

14
- 0003946510
- New York: Springer Verlag
- Jolliffe I. Principal component analysis. New York: Springer Verlag; 1986.
- (1986) Principal Component Analysis
- Jolliffe, I.¹

15
- 0042826822
- Independent component analysis: Algorithms and applications
- Hyvärinen A, Oja E. Independent component analysis: algorithms and applications. Neural Netw 2000;13:411-430.
- (2000) Neural Netw , vol.13 , pp. 411-430
- Hyvärinen, A.¹ Oja, E.²

16
- 0032629347
- 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 Netw 1999;10:626-634.
- (1999) IEEE Trans Neural Netw , vol.10 , pp. 626-634
- Hyvärinen, A.¹

17
- 0141721793
- FastICA. http://www.cis.hut.fi/projects/ica/fastica/, 2000.
- (2000)

18
- 0001964859
- Bumps and spikes: Artefacts generated by independent component analysis with insufficient sample size
- Aussois, France
- Hyvärinen A, Särelä J, Vigário R. Bumps and spikes: artefacts generated by independent component analysis with insufficient sample size. In: Proceedings of the International Workshop on Independent Component Analysis and Blind Signal Separation (ICA '99), Aussois, France, 1999. p 425-429.
- (1999) Proceedings of the International Workshop on Independent Component Analysis and Blind Signal Separation (ICA '99) , pp. 425-429
- Hyvärinen, A.¹ Särelä, J.² Vigário, R.³

19
- 0141610123
- INTERPRET. http://carbon.uab.es/INTERPRET, 2000.
- (2000)

20
- 0037228026
- 1H brain tumour spectra: A multicentre study
- 1H brain tumour spectra: a multicentre study. Magn Reson Med 2003;49:29-36.
- (2003) Magn Reson Med , vol.49 , pp. 29-36
- Tate, A.R.¹ Majós, C.² Moreno, A.³ Howe, F.A.⁴ Griffiths, J.R.⁵ Arús, C.⁶

21
- 0003497479
- Oxford, UK: Oxford Medical Publications
- Bland M. An introduction to medical statistics, 2nd ed. Oxford, UK: Oxford Medical Publications; 1995.
- (1995) An Introduction to Medical Statistics, 2nd Ed.
- Bland, M.¹

22
- 12244252777
- 1H magnetic resonance spectroscopy
- 1H magnetic resonance spectroscopy. Magn Reson Med 2003;49:223-232.
- (2003) Magn Reson Med , vol.49 , pp. 223-232
- Howe, F.¹ Barton, S.² Cudlip, S.³ Stubbs, M.⁴ Saunders, D.⁵ Murphy, M.⁶ Wilkins, P.⁷ Opstad, K.⁸ Doyle, V.⁹ McLean, M.¹⁰ Bell, B.¹¹ Griffiths, J.¹²

23
- 0033570817
- Natural gradient learning for over- and under-complete bases in ICA
- Amari S. Natural gradient learning for over- and under-complete bases in ICA. Neural Comp 1999;11:1875-1883.
- (1999) Neural Comp , vol.11 , pp. 1875-1883
- Amari, S.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.