Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain

IEEE Transactions on Medical Imaging

Volumn 23, Issue 12, 2004, Pages 1453-1465

  Sajda, Paul ^a   Du, Shuyan ^a   Brown, Truman R ^b   Stoyanova, Radka ^c   Shungu, Dikoma C ^d   Mao, Xiangling ^d   Parra, Lucas C ^e  

^a Department of Biomedical Engineering   (United States)

^b NEUROLOGICAL INSTITUTE   (United States)

^c FOX CHASE CANCER CENTER   (United States)

^d WEILL CORNELL MEDICAL COLLEGE   (United States)

^e The School of Engineering of The City College   (United States)

Author keywords

Blind source separation (BSS); Chemical shift imaging (CSI); Hierarchical decomposition; Magnetic resonance (MR); Magnetic resonance spectroscopy (MRS); Nonnegative matrix factorization (NMF)

Indexed keywords

ALGORITHMS; BRAIN; COMPUTATIONAL METHODS; COMPUTER HARDWARE; DATA REDUCTION; MAGNETIC RESONANCE SPECTROSCOPY; MATRIX ALGEBRA; OPTIMIZATION; SIGNAL TO NOISE RATIO;

BLIND SOURCE SEPARATION (BSS); CHEMICAL SHIFT IMAGING (CSI); HIERARCHICAL DECOMPOSITION; NONNEGATIVE MATRIX FACTORIZATION (NMF);

MAGNETIC RESONANCE IMAGING;

PHOSPHORUS; PHOSPHORUS DERIVATIVE;

ALGORITHM; ARTICLE; BRAIN; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; HUMAN; METABOLISM; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPECTROSCOPY; VALIDATION STUDY;

ALGORITHMS; BRAIN; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE SPECTROSCOPY; PHOSPHORUS COMPOUNDS; PHOSPHORUS ISOTOPES; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTRUM ANALYSIS;

EID: 10044269618     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2004.834626     Document Type: Article

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