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  1. 学術雑誌掲載済論文

マルコフ決定過程を用いたヘルスケア支援に関する一考察

https://kitami-it.repo.nii.ac.jp/records/8677
c6722df7-9448-4265-91ad-617d92996979
プレビュー
名前 / ファイル ライセンス Actions
マルコフ決定過程を用いたヘルスケア支援に関する一考察.pdf マルコフ決定過程を用いたヘルスケア支援に関する一考察 (2.3 MB)
item type 学術雑誌論文 / Journal Article(1)
公開日 2018-12-11
タイトル
タイトル マルコフ決定過程を用いたヘルスケア支援に関する一考察
タイトル
言語 en
タイトル A Note on Healthcare Support using Markov Decision Processes
言語
言語 jpn
キーワード
主題Scheme Other
主題 ヘルスケア支援
キーワード
主題Scheme Other
主題 マルコフ決定過程
キーワード
主題Scheme Other
主題 統計的決定理論
キーワード
主題Scheme Other
主題 ベイズ基準
キーワード
主題Scheme Other
主題 動的計画法
キーワード
言語 en
主題Scheme Other
主題 healthcare support
キーワード
言語 en
主題Scheme Other
主題 Markov decision processes
キーワード
言語 en
主題Scheme Other
主題 statistical decision theory
キーワード
言語 en
主題Scheme Other
主題 Bayes criterion
キーワード
言語 en
主題Scheme Other
主題 dynamic programming
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
著者 前田, 康成

× 前田, 康成

WEKO 273
KAKEN - 研究者検索 30422033

前田, 康成

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山内, 翔

× 山内, 翔

WEKO 90064

山内, 翔

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鈴木, 正清

× 鈴木, 正清

WEKO 89671
KAKEN - 研究者検索 60192621

鈴木, 正清

Search repository
高野, 賢裕

× 高野, 賢裕

WEKO 90070

高野, 賢裕

Search repository
松嶋, 敏泰

× 松嶋, 敏泰

WEKO 90071

松嶋, 敏泰

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著者別名
識別子
識別子 90072
識別子Scheme WEKO
姓名
姓名 Maeda, Yasunari
著者別名
識別子
識別子 90073
識別子Scheme WEKO
姓名
姓名 Yamauchi, Sho
著者別名
識別子
識別子 90074
識別子Scheme WEKO
姓名
姓名 Suzuki, Masakiyo
著者別名
識別子
識別子 90075
識別子Scheme WEKO
姓名
姓名 Takano, Masahiro
著者別名
識別子
識別子 90076
識別子Scheme WEKO
姓名
姓名 Matsushima, Toshiyasu
抄録
内容記述タイプ Abstract
内容記述 ヘルスケア支援に関しては,従来からモデルとしてマルコフ決定過程が採用されている.従来研究では治療方針またはヘルスケアに関するアドバイスが選択され,総コストを最小化するヘルスケア支援方法が提案されている.本研究では治療方針またはアドバイスの選択を実施する前に追加的に検査を選択する.追加の検査の選択によって,患者の未知の健康状態に関する能動学習が可能になる.追加検査の後に検査結果に基づいて治療方針またはヘルスケアに関するアドバイスが選択される.本研究ではヘルスケアにおける総コストをベイズ基準のもとで最小化するヘルスケア支援方法を提案する.提案アルゴリズム中では最適化手法として動的計画法を用いる.
抄録
内容記述タイプ Abstract
内容記述 In previous research Markov decision processes are used in order to represent a healthcare support. A treatment or a healthcare advice is selected and the total cost is minimized in the previous research. In this research an additional examination is selected before the selection of treatment or healthcare advice. Active learning for a patient's unknown health status is done by the selection of additional examination. After the examination a treatment or a healthcare advice is selected depending on the result of the examination. We propose a new healthcare support method which minimizes total cost with reference to a Bayes criterion. In the proposed method dynamic programming is used.
書誌情報 バイオメディカル・ファジィ・システム学会誌

巻 19, 号 2, p. 21-27, 発行日 2017
ISSN
収録物識別子タイプ ISSN
収録物識別子 2424-2578
権利
権利情報 © 2017 Biomedical Fuzzy Systems Association
著者版フラグ
値 publisher
出版者
出版者 バイオメディカル・ファジィ・システム学会
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