Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis

IEEE Transactions on Biomedical Engineering

Volumn 53, Issue 7, 2006, Pages 1294-1308

  Nakamura, Wakako ^a,b,c,f   Anami, Kimitaka ^d   Mori, Takeyuki ^d   Saitoh, Osamu ^d   Cichocki, Andrzej ^c,e,f   Amari, Shun Ichi ^c,f  

^a HOKKAIDO UNIVERSITY   (Japan)

^b SHIMANE UNIVERSITY   (Japan)

^c RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^d NATIONAL INSTITUTE OF MENTAL HEALTH   (Japan)

^e WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

^f IEEE   (Japan)

Author keywords

Biomedical signal processing; Electroencephalography; Functional magnetic resonance imaging; Independent component analysis

Indexed keywords

BALLISTOCARDIOGRAM (BCG); BIOMEDICAL SIGNAL PROCESSING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; SPECTRAL DENSITY ANALYSIS;

BIOMEDICAL ENGINEERING; DATA RECORDING; ELECTROENCEPHALOGRAPHY; HIGH PASS FILTERS; INDEPENDENT COMPONENT ANALYSIS; MAGNETIC RESONANCE IMAGING; WAVEFORM ANALYSIS;

CARDIOLOGY;

ARTICLE; DATA ANALYSIS; ELECTROENCEPHALOGRAM; EMPIRICISM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INDEPENDENT COMPONENT ANALYSIS; MECHANOCARDIOGRAPHY; SIGNAL TRANSDUCTION; SPECTROMETRY; WAVEFORM; ALGORITHM; ARTIFACT; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; ELECTROENCEPHALOGRAPHY; HUMAN; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PRINCIPAL COMPONENT ANALYSIS; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; STATISTICAL ANALYSIS;

ALGORITHMS; ARTIFACTS; BALLISTOCARDIOGRAPHY; BRAIN MAPPING; DATA INTERPRETATION, STATISTICAL; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; HUMANS; MAGNETIC RESONANCE IMAGING; PRINCIPAL COMPONENT ANALYSIS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 33746829245     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.875718     Document Type: Article

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