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Study of Effects of Blood Amino Acid and Hormone Level for Controlling Triglyceride Accumulation in the Liver of Rats Using Self-Organizing Map
International Journal of Intelligent Information Systems
Volume 5, Issue 6, December 2016, Pages: 88-93
Received: Aug. 17, 2016; Accepted: Nov. 11, 2016; Published: Dec. 12, 2016
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Authors
Masato Masuda, Center for Computational Mechanics Research, Toyo University, Kawagoe, Japan
Yasushi Nakabayashi, Center for Computational Mechanics Research, Toyo University, Kawagoe, Japan
Ryuji Shioya, Center for Computational Mechanics Research, Toyo University, Kawagoe, Japan
Hiroki Nishi, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
Shinichiro Takahashi, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
Fumihiko Hakuno, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
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Abstract
Effects of blood amino acid and hormone level for triglyceride accumulation in the liver are revealed in some previous studies by experimental method. Since there are large individual differences in these effects, it needs a lot of rats for such experiments. Simulation can help, sometimes substitute experiment in various fields especially in engineering field. Recently, combining a supercomputer and Artificial Intelligence technique, simulation is expanding its scope. In this study, one of such a simulation technique, Self-Organizing Map (SOM), proposed by Kohonen and it is a kind of the Neural Networks and using for the competitive learning, is applied for classifying effects of blood amino acid and hormone level for controlling triglyceride accumulation in the liver of rats.
Keywords
Amino Acid, Triglyceride, Artificial Intelligence, Self-Organizing Map, Neural Network
To cite this article
Masato Masuda, Yasushi Nakabayashi, Ryuji Shioya, Hiroki Nishi, Shinichiro Takahashi, Fumihiko Hakuno, Study of Effects of Blood Amino Acid and Hormone Level for Controlling Triglyceride Accumulation in the Liver of Rats Using Self-Organizing Map, International Journal of Intelligent Information Systems. Vol. 5, No. 6, 2016, pp. 88-93. doi: 10.11648/j.ijiis.20160506.12
Copyright
Copyright © 2016 Authors retain the copyright of this article.
This article is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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