Extracting task-related activation components from optical topography measurement using independent components analysis

Journal of Biomedical Optics

Volumn 13, Issue 5, 2008, Pages

  Katura, Takusige ^a   Sato, Hiroki ^a   Fuchino, Yutaka ^b   Yoshida, Takamasa ^c   Atsumori, Hirokazu ^a   Kiguchi, Masashi ^a   Maki, Atsushi ^a   Abe, Masanori ^c   Tanaka, Naoki ^a  

^a HITACHI LTD   (Japan)

^b KITASATO UNIVERSITY   (Japan)

^c TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

biomedical optics; data processing; signal processing

Indexed keywords

BIOMEDICAL OPTICS; BLOOD OXYGENATION; BRAIN ACTIVATION; BRAIN FUNCTIONS; CROSS-CORRELATIONS; DECORRELATIONS; INDEPENDENT COMPONENTS; K-MEANS CLUSTERING; ONE-HANDED; OPTICAL TOPOGRAPHY; SMALL OVERSHOOT; THREE STAGES; WAVE FORMS;

BRAIN MODELS; DATA HANDLING; EXPERIMENTS; INDEPENDENT COMPONENT ANALYSIS; MULTIVARIANT ANALYSIS; OXYGENATION; SIGNAL PROCESSING;

ACTIVATION ANALYSIS;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BRAIN; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; EVOKED RESPONSE; FEMALE; HUMAN; MALE; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PRINCIPAL COMPONENT ANALYSIS; TASK PERFORMANCE;

ALGORITHMS; BRAIN; BRAIN MAPPING; EVOKED POTENTIALS; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; PATTERN RECOGNITION, AUTOMATED; PRINCIPAL COMPONENT ANALYSIS; TASK PERFORMANCE AND ANALYSIS;

EID: 60849124266     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.2981829     Document Type: Article

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