Paper Info
Title
A Study of Bioelectrical Impedance Analysis Methods for Practical Visceral Fat Estimation
Abstract
The method of bioelectrical impedance-based visceral fat estimation is in advance of other methods such as X-ray CT or MRI from the point views of cost and safety. However, it requires complex and diversity signal analysis and modeling to realize its high estimation accuracy. In response to this requirement, complication of feature attributes and simplification in selection of them to model the estimation has been proposed and evaluated in this paper. The complication of feature attributes is realized by applying priori knowledge and by employing the idea of cardinality as quantitative evaluation index. The simplification of the estimation model is realized by employing Akaike information criteria. The experiments were conducted to evaluate the proposed method and the results prove high estimation accuracy and stability of the proposed method.
Year
DOI
Venue
2007
10.1109/GRC.2007.22
Fremont, CA
Keywords
Field
DocType
bioelectrical impedance analysis methods,impedance-based visceral fat estimation,practical visceral fat estimation,estimation model,point view,akaike information criterion,quantitative evaluation index,diversity signal analysis,x-ray ct,feature attribute,high estimation accuracy,signal analysis,akaike information criteria,bioelectrical impedance,bioelectrical impedance analysis,indexation
Signal processing,Akaike information criterion,Bioelectrical impedance analysis,Pattern recognition,Computer science,Cardinality,Artificial intelligence
Conference
ISBN
Citations 
PageRank 
0-7695-3032-X
4
0.83
References 
Authors
0
7
Name
Order
Citations
PageRank
Mitsuhiro Yoneda161.33
Hiroshi Tasaki241.50
Naoki Tsuchiya3246.41
Hiroshi Nakajima48716.53
Takehiro Hamaguchi540.83
Shojiro Oku640.83
Toshikazu Shiga7276.43