『徳島大学 教育・研究者情報データベース (EDB)』---[学外] /
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EID=219980EID:219980, Map:0, LastModified:2012年11月5日(月) 11:15:26, Operator:[大家 隆弘], Avail:TRUE, Censor:0, Owner:[柏原 考爾], Read:継承, Write:継承, Delete:継承.
種別 (必須): 学術論文 (審査論文) [継承]
言語 (必須): 英語 [継承]
招待 (推奨):
審査 (推奨):
カテゴリ (推奨):
共著種別 (推奨):
学究種別 (推奨):
組織 (推奨):
著者 (必須): 1.柏原 考爾
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
題名 (必須): (英) Automatic regulation of hemodynamic variables in acute heart failure by a multiple adaptive predictive controller based on neural networks.  (日)    [継承]
副題 (任意):
要約 (任意): (英) Automated drug-delivery systems that can tolerate various responses to therapeutic agents have been required to control hemodynamic variables with heart failure. This study is intended to evaluate the control performance of a multiple adaptive predictive control based on neural networks (MAPC(NN)) to regulate the unexpected responses to therapeutic agents of cardiac output (CO) and mean arterial pressure (MAP) in cases of heart failure. The NN components in the MAPC(NN) learned nonlinear responses of CO and MAP determined by hemodynamics of dogs with heart failure. The MAPC(NN) performed ideal control against unexpected (1) drug interactions, (2) acute disturbances, and (3) time-variant responses of hemodynamics [average errors between setpoints (+35 ml kg(-1) min(-1) in CO and +/-0 mmHg in MAP) and observed responses; 6.4, 3.7, and 4.2 ml kg(-1) min(-1) in CO and 1.6, 1.4, and 2.7 mmHg (10.5, 20.8, and 15.3 mmHg without a vasodilator) in MAP] during 120-min closed-loop control. The MAPC(NN) could also regulate the hemodynamics in actual heart failure of a dog. Robust regulation of hemodynamics by the MAPC(NN) was attributable to the ability of on-line adaptation to adopt various responses and predictive control using the NN. Results demonstrate the feasibility of applying the MAPC(NN) using a simple NN to clinical situations.  (日)    [継承]
キーワード (推奨): 1. (英) Animals (日) (読) [継承]
2. (英) Arteries (日) (読) [継承]
3. (英) Blood Pressure (日) (読) [継承]
4. (英) Cardiac Output (日) (読) [継承]
5. (英) Computer Simulation (日) (読) [継承]
6. (英) Dogs (日) (読) [継承]
7. (英) Heart Failure (日) (読) [継承]
8. (英) Humans (日) (読) [継承]
9. (英) Models, Cardiovascular (日) (読) [継承]
10. (英) Neural Networks (Computer) (日) (読) [継承]
11. (英) Predictive Value of Tests (日) (読) [継承]
発行所 (推奨):
誌名 (必須): Annals of Biomedical Engineering (Biomedical Engineering Society (BMES).)
(pISSN: 0090-6964, eISSN: 1573-9686)

ISSN (任意): 0090-6964
ISSN: 0090-6964 (pISSN: 0090-6964, eISSN: 1573-9686)
Title: Annals of biomedical engineering
Title(ISO): Ann Biomed Eng
Supplier: Kluwer Online
Publisher: Springer
 (NLM Catalog  (Scopus  (CrossRef (Scopus information is found. [need login])
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(必須): 34 [継承]
(必須): 12 [継承]
(必須): 1846 1869 [継承]
都市 (任意):
年月日 (必須): 西暦 2006年 10月 18日 (平成 18年 10月 18日) [継承]
URL (任意):
DOI (任意): 10.1007/s10439-006-9190-9    (→Scopusで検索) [継承]
PMID (任意): 17048104    (→Scopusで検索) [継承]
NAID (任意):
WOS (任意): 000242609700004 [継承]
Scopus (任意):
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備考 (任意): 1.(英) Article.Affiliation: RIKEN, Brain Science Institute, 2-1, Hirosawa, Wako-shi, Saitama, 351-0198, Japan. kojikasi@mail.goo.ne.jp  (日)    [継承]
2.(英) Article.PublicationTypeList.PublicationType: Journal Article  (日)    [継承]
3.(英) Article.PublicationTypeList.PublicationType: Research Support, Non-U.S. Gov't  (日)    [継承]
4.(英) OtherID: PMC1705490  (日)    [継承]

標準的な表示

和文冊子 ● Koji Kashihara : Automatic regulation of hemodynamic variables in acute heart failure by a multiple adaptive predictive controller based on neural networks., Annals of Biomedical Engineering, Vol.34, No.12, 1846-1869, 2006.
欧文冊子 ● Koji Kashihara : Automatic regulation of hemodynamic variables in acute heart failure by a multiple adaptive predictive controller based on neural networks., Annals of Biomedical Engineering, Vol.34, No.12, 1846-1869, 2006.

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