On an efficient modification of singular value decomposition using independent component analysis for improved MRS denoising and quantification

Measurement Science and Technology

Volumn 20, Issue 10, 2009, Pages

  Stamatopoulos, V G ^a,b   Karras, D A ^a,c   Mertzios, B G ^d,e  

^a Chalkis Institute of Technology   (Greece)

^b BIOMEDICAL RESEARCH FOUNDATION   (Greece)

^c HELLENIC OPEN UNIVERSITY   (Greece)

^d ALEXANDER TECHNOLOGICAL EDUCATIONAL INSTITUTE OF THESSALONIKI   (Greece)

^e DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

ICA analysis; MRS quantification; Spectrogram; SVD analysis

Indexed keywords

INDEPENDENT COMPONENT ANALYSIS; ITERATIVE METHODS; MAGNETIC RESONANCE; MAGNETIC RESONANCE SPECTROSCOPY; REGRESSION ANALYSIS; SPECTROGRAPHS;

INDEPENDENT COMPONENT ANALYSIS(ICA); INDEPENDENT COMPONENTS; MAGNETIC RESONANCE SPECTROSCOPIES (MRS); MRS QUANTIFICATION; ORTHOGONAL PROPERTY; RELAXING CONSTRAINTS; SHORT TIME FOURIER TRANSFORMS; SPECTROGRAMS;

SINGULAR VALUE DECOMPOSITION;

EID: 70350695966     PISSN: 09570233     EISSN: 13616501     Source Type: Journal    
DOI: 10.1088/0957-0233/20/10/104021     Document Type: Article

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