Source:http://linkedlifedata.com/resource/pubmed/id/18544818
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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
6
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pubmed:dateCreated |
2008-6-11
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pubmed:abstractText |
Four-electrode impedance spectra of relaxed and contracted muscle biceps brachii were analyzed in an adult human subject over the frequency range from 300 Hz to 75 kHz. A feasibility of the principal component analysis of bioimpedance measurement for the evaluation of skeletal muscle contractile state was examined. The principal components score plots show a data grouping of the impedance spectra from the two muscle groups. The classification was performed using a soft independent modeling of class analogy (SIMCA) method. The data set comprised 32 samples (16 samples of contracted muscle and 16 samples of relaxed muscle). The leave-one-out test of the classification yields about 80% of correctly classified samples (11 samples for contracted and 15 samples for relaxed muscle).
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:status |
MEDLINE
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pubmed:month |
Jun
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pubmed:issn |
0967-3334
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
29
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
S365-72
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pubmed:meshHeading |
pubmed-meshheading:18544818-Adult,
pubmed-meshheading:18544818-Electric Impedance,
pubmed-meshheading:18544818-Humans,
pubmed-meshheading:18544818-Male,
pubmed-meshheading:18544818-Multivariate Analysis,
pubmed-meshheading:18544818-Muscle, Skeletal,
pubmed-meshheading:18544818-Muscle Contraction,
pubmed-meshheading:18544818-Muscle Relaxation,
pubmed-meshheading:18544818-Principal Component Analysis,
pubmed-meshheading:18544818-Spectrum Analysis
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pubmed:year |
2008
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pubmed:articleTitle |
Multivariate analysis of electrical impedance spectra for relaxed and contracted skeletal muscle.
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pubmed:affiliation |
University of Ljubljana, Faculty of Electrical Engineering, Ljubljana, Slovenia. tomaz.zagar@fe.uni-lj.si
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pubmed:publicationType |
Journal Article,
Clinical Trial
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