Unsupervised nosologic imaging for glioma diagnosis

IEEE Transactions on Biomedical Engineering

Volumn 60, Issue 6, 2013, Pages 1760-1763

  Li, Yuqian ^a,b   Sima, Diana M ^b   Van Cauter, Sofie ^c   Himmelreich, Uwe ^d   Sava, Anca R Croitor ^b   Pi, Yiming ^a   Liu, Yipeng ^b   Van Huffel, Sabine ^b  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b Katholieke Universiteit Leuven   (Belgium)

^c UNIVERSITY HOSPITALS LEUVEN   (Belgium)

^d DEPARTMENT OF IMAGING AND PATHOLOGY   (Belgium)

Author keywords

Blind source separation (BSS); hierarchical nonnegative matrix factorization (hNMF); magnetic resonance spectroscopic imaging (MRSI); nonnegative matrix factorization (NMF); nosologic imaging

Indexed keywords

LINEAR LEAST SQUARES ESTIMATIONS; MAGNETIC RESONANCE SPECTROSCOPIC IMAGING; NECROTIC TISSUE; NEW APPROACHES; NONNEGATIVE MATRIX FACTORIZATION; PRIMARY COLORS; RELIABILITY INFORMATION; RGB IMAGES;

BLIND SOURCE SEPARATION; MAGNETIC RESONANCE SPECTROSCOPY; TUMORS;

DIAGNOSIS;

ARTICLE; BRAIN MAPPING; CLINICAL ARTICLE; CLINICAL DECISION MAKING; DISEASE CLASSIFICATION; FUNCTIONAL NEUROIMAGING; GLIOMA; HISTOPATHOLOGY; HUMAN; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; IN VIVO STUDY; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; SIGNAL NOISE RATIO; TISSUE DIFFERENTIATION; TISSUE NECROSIS;

BRAIN; BRAIN NEOPLASMS; DATABASES, FACTUAL; GLIOMA; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LEAST-SQUARES ANALYSIS; MAGNETIC RESONANCE SPECTROSCOPY; NEUROIMAGING; REPRODUCIBILITY OF RESULTS;

EID: 84877899832     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2228651     Document Type: Article

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