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

Christophe Ladroue; Franklyn A. Howe; John R. Griffiths; A. Rosemary Tate

doi:10.1002/mrm.10595

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

Magnetic Resonance in Medicine ◽

10.1002/mrm.10595 ◽

2003 ◽

Vol 50 (4) ◽

pp. 697-703 ◽

Cited By ~ 48

Author(s):

Christophe Ladroue ◽

Franklyn A. Howe ◽

John R. Griffiths ◽

A. Rosemary Tate

Keyword(s):

Magnetic Resonance ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Magnetic Resonance Spectra

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Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis

Intelligent Data Engineering and Automated Learning — IDEAL 2002 - Lecture Notes in Computer Science ◽

10.1007/3-540-45675-9_66 ◽

2002 ◽

pp. 441-446 ◽

Cited By ~ 1

Author(s):

C. Ladroue ◽

A. R. Tate ◽

F. A. Howe ◽

J. R. Griffiths

Keyword(s):

Feature Extraction ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Brain Tumours ◽

Component Analysis ◽

Independent Component ◽

Unsupervised Feature Extraction ◽

Magnetic Resonance Spectra

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Independent component analysis applied to diffusion-ordered spectroscopy: separating nuclear magnetic resonance spectra of analytes in mixtures

Journal of Chemometrics ◽

10.1002/cem.2423 ◽

2012 ◽

Vol 26 (5) ◽

pp. 150-157 ◽

Cited By ~ 11

Author(s):

J. Zhong ◽

N. DiDonato ◽

P. G. Hatcher

Keyword(s):

Nuclear Magnetic Resonance ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Nuclear Magnetic Resonance Spectra ◽

Magnetic Resonance Spectra ◽

Nuclear Magnetic

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Exploring the Intrinsic Structure of Magnetic Resonance Spectra Tumor Data Based on Independent Component Analysis and Correlation Analysis

Artificial Neural Networks – ICANN 2006 - Lecture Notes in Computer Science ◽

10.1007/11840930_82 ◽

2006 ◽

pp. 788-797 ◽

Cited By ~ 5

Author(s):

Jian Ma ◽

Zengqi Sun

Keyword(s):

Magnetic Resonance ◽

Correlation Analysis ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Intrinsic Structure ◽

Magnetic Resonance Spectra

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A comparative study of feature extraction and blind source separation of independent component analysis (ICA) on childhood brain tumour 1 H magnetic resonance spectra

NMR in Biomedicine ◽

10.1002/nbm.1393 ◽

2009 ◽

Vol 22 (8) ◽

pp. 809-818 ◽

Cited By ~ 13

Author(s):

Jie Hao ◽

Xin Zou ◽

Martin P. Wilson ◽

Nigel P. Davies ◽

Yu Sun ◽

...

Keyword(s):

Feature Extraction ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Comparative Study ◽

Brain Tumour ◽

Blind Source Separation ◽

Source Separation ◽

Component Analysis ◽

Independent Component ◽

Magnetic Resonance Spectra

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Independent component analysis for the detection of in-vivo intrinsic signals from an optical imager of retinal function

10.1117/12.701360 ◽

2007 ◽

Author(s):

Eduardo S. Barriga ◽

Marios Pattichis ◽

Michael Abramoff ◽

Dan T'so ◽

Young Kwon ◽

...

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Retinal Function ◽

Independent Component ◽

Intrinsic Signals

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Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries

Independent Component Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-540-74494-8_78 ◽

2007 ◽

pp. 625-632 ◽

Cited By ~ 1

Author(s):

Robert Johnson ◽

Jonathan Marchini ◽

Stephen Smith ◽

Christian Beckmann

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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Independent component analysis of dynamic contrast-enhanced magnetic resonance images of breast carcinoma: A feasibility study

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.21391 ◽

2008 ◽

Vol 28 (1) ◽

pp. 271-277 ◽

Cited By ~ 6

Author(s):

Tong San Koh ◽

Choon Hua Thng ◽

Juliana T.S. Ho ◽

Puay Hoon Tan ◽

Helmut Rumpel ◽

...

Keyword(s):

Magnetic Resonance ◽

Breast Carcinoma ◽

Independent Component Analysis ◽

Feasibility Study ◽

Component Analysis ◽

Magnetic Resonance Images ◽

Independent Component ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced

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Independent Component Analysis Applied to Pharmacological Magnetic Resonance Imaging (phMRI): New Insights Into the Functional Networks Underlying Panic Attacks as Induced by CCK-4

Current Pharmaceutical Design ◽

10.2174/138161208786848801 ◽

2008 ◽

Vol 14 (33) ◽

pp. 3492-3507 ◽

Cited By ~ 9

Author(s):

A. Dieler ◽

P. Samann ◽

G. Leicht ◽

D. Eser ◽

V. Kirsch ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Panic Attacks ◽

Functional Networks ◽

Resonance Imaging

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Independent component analysis-based artefact reduction: application to the electrocardiogram for improved magnetic resonance imaging triggering

Physiological Measurement ◽

10.1088/0967-3334/30/12/007 ◽

2009 ◽

Vol 30 (12) ◽

pp. 1381-1397 ◽

Cited By ~ 18

Author(s):

Julien Oster ◽

Olivier Pietquin ◽

Roger Abächerli ◽

Michel Kraemer ◽

Jacques Felblinger

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Resonance Imaging ◽

Artefact Reduction

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Band Expansion-Based Over-Complete Independent Component Analysis for Multispectral Processing of Magnetic Resonance Images

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2008.919107 ◽

2008 ◽

Vol 55 (6) ◽

pp. 1666-1677 ◽

Cited By ~ 25

Author(s):

Yen-Chieh Ouyang ◽

Hsian-Min Chen ◽

Jyh-Wen Chai ◽

Clayton Chi-Chang Chen ◽

Sek-Kwong Poon ◽

...

Keyword(s):

Magnetic Resonance ◽

Independent Component Analysis ◽

Component Analysis ◽

Magnetic Resonance Images ◽

Independent Component

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