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TSUMOTO Shusaku  津本 周作

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Researcher Number 10251555
Other IDs
External Links
Affiliation (Current) 2022: 島根大学, 学術研究院医学・看護学系, 教授
Affiliation (based on the past Project Information) *help 2018 – 2022: 島根大学, 学術研究院医学・看護学系, 教授
2003 – 2017: 島根大学, 医学部, 教授
2014: 島根大学, 医学部附属病院, 教授
2000 – 2003: 島根医科大学, 医学部, 教授
1994 – 1997: 東京医科歯科大学, 難治疾患研究所, 助手
Review Section/Research Field
Principal Investigator
Intelligent informatics / Science and Engineering / Intelligent informatics / 情報システム学(含情報図書館学) / Intelligent informatics / Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Intelligent informatics / Science and Engineering / Sensitivity informatics/Soft computing / Library and information science/Humanistic social informatics / Fundamental nursing / Social systems engineering/Safety system / Basic Section 25010:Social systems engineering-related
Keywords
Principal Investigator
データマイニング / 人工知能 / 病院情報システム / 時系列マイニング / アクティブマイニング / クラスタリング / 機械学習 / 診療支援 / 情報工学 / クリニカルパス … More / 診療支援システム / エキスパートシステム / e-Health / オブジェクト指向分析 / オブジェクト指向デタベース / 自然言語処理 / 症例データベース / 知識ベース / 計算機システム / 医療・福祉 / 軌跡マイニング / 多重スケール比較 / 医療情報システム / パターン認識 / 電子カルテ / インターフェイス / 知識発見とデータマイニング / 診療プロセス管理 / 時系列解析 / データウェアハウジング / 類似度解析 / サービスコンピューティング / 多重スケールマッチング / 時系列モデリング / プロセスマイニング / ラフ集合理論 / データベース / 知識発見 / 機会学習 / 医療データベース / 帰納学習 / 知識発現 / Roughset / Datamining / Database / Knowledge discovery / AI / 知識工学 / 症例準拠型推論 / ルールベース / 地域医療支援システム / ルールベースシステム / 症例準拠推論 / ラフ集合 / Artificial Intelligence / Knowledge Engineering / Expert System / Case-based reasoning / rule-based system / telemedicine / 情報通信システム / 地域医療 / 知識ベース・知能システム / Computer-aided diagnosis / Mobile communication systems / Community medicine / Knowledge-based Systems / リスク発見 / 医療事故 / 医療事故防止 / インシデント / Active Mining / Data Mining / Hospital Information System / Risk Discovery / Medical Incidents / クラスタ分析 / 類似度 / ガイドライン / 医用人工知能 / ビックデータ解析 / 知能化情報システム … More
Except Principal Investigator
複雑性 / マルチメディアデータベース / データベース / 機械学習 / 知識獲得 / 医療情報 / 未然防止 / 信頼性 / 人工生命 / 計算生命系 / 自己再帰構造論 / 抽象書き換えシステム / 項書き換え系 / 自己再帰構造 / 生命反応系 / 停止性 / 合流性 / 意思決定システム / 先天性異常症 / 教育支援システム / 診断支援システム / 先天異常データベース / データマイニング / 知識発見 / データ収集 / ユーザインタラクション / 視覚化 / ラフ集合 / 階層的クラスタリング / 一般化ラフ集合 / 情報表 / K-平均法 / クラスタリング / 決定表 / 近傍システム / カーネル関数 / 情報統合 / グラニュラークラスタリング / 可変精度ラフ集合 / 様相論理 / 退院時サマリー / テキストマイニング / 多施設共同研究 / 退院サマリー / 電子カルテ / 病院情報システム / 多施設研究 / 認知症高齢者 / 転倒予防 / アセスメント / 高齢者 / 認知症 / 転倒 / ラフ集合理論 / リサンプリング法 / エキスパートシステム / ルール導出 / 交叉検証法 / ブートストラップ法 / ラフ集合論 / Rough集合理論 / rough sets / resampling method / knowledge acguisition / machine learning / expert system / rule induction / 分子進化系統樹 / 最小複雑性原理 / モデル準拠複雑性 / 最尤法 / DNA配列 / 計算生物学 / 分子進化 / 数理統計学 / モデル / 経験的複雑性 / モデル準拠複雑性法 / 多重分岐系統樹 / 近隣結合法 / Molecular phylogenetic tree / Minimum complexity principle / Model-based complexity / Maximum likelihood method / DNA sequence / リスクモード / 故障モード / 製品安全 / 信頼性工学 / 労働安全 / 品質管理 / リスク / オンラインモニタリング / ハザード / 安全性 / IoT / 行動分析学 / 信頼と安心 / 動機付け / COVID-19 / マスク / IoTモニタリング / CO2センサー Less
  • Research Projects

    (24 results)
  • Research Products

    (286 results)
  • Co-Researchers

    (52 People)
  •  信頼性・安全性トラブル未然防止へのモバイルIoTモニタリングシステムの開発と展開

    • Principal Investigator
      鈴木 和幸
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 25010:Social systems engineering-related
    • Research Institution
      The University of Electro-Communications
  •  Research on Active Mining Process for Intelligent Hospital Information SystemPrincipal Investigator

    • Principal Investigator
      Tsumoto Shusaku
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Shimane University
  •  Active Mining Process for Construciton of Clinical PathwayPrincipal Investigator

    • Principal Investigator
      Tsumoto Shusaku
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  New development of prevention system focusing on risk modes and advanced online monitoring technology

    • Principal Investigator
      Suzuki Kazuyuki
    • Project Period (FY)
      2015 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Social systems engineering/Safety system
    • Research Institution
      The University of Electro-Communications
  •  Development of the assessment tool for fall prevention from BPSDz8Behavioral and Psychological Symptoms of Dementia) and Frail for elderly people with dementia

    • Principal Investigator
      FUKUMA Miki
    • Project Period (FY)
      2013 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Fundamental nursing
    • Research Institution
      Shimane University
  •  Active Mining Process for Developement of Intelligent Decision Support SystemPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Construction of the integrated multicentre discharge summary database

    • Principal Investigator
      SUZUKI Takahiro
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Library and information science/Humanistic social informatics
    • Research Institution
      Chiba University
  •  Research on Temporal Active Mining for Clinical Process ManagementPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  多次元軌跡データからの知識発見とその医療応用に関する研究Principal Investigator

    • Principal Investigator
      津本 周作
    • Project Period (FY)
      2007 – 2008
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Shimane University
  •  Active Mining for Development of Optimal Interface for Electronic Patient RecordsPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2007 – 2008
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Establishing the method of rough set clustering

    • Principal Investigator
      MIYAMOTO Sadaaki
    • Project Period (FY)
      2007 – 2009
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      University of Tsukuba
  •  Application of Active Mining to Prevention of Medical Incidents and AccidentsPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2005 – 2006
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
  •  Development of a Knowledge-Based Clinical Decision Support System for Community Medicine using PDAPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2003 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane University
      Shimane Medical University
  •  「情報洪水時代におけるアクティブマイニングの実現」の推進と評価

    • Principal Investigator
      元田 浩
    • Project Period (FY)
      2001 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Osaka University
  •  ラフ集合に基づくアクティブマイニングによる診療情報生成システムの開発Principal Investigator

    • Principal Investigator
      津本 周作
    • Project Period (FY)
      2001 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Shimane University
      Shimane Medical University
  •  Development and Evaluation of Telemedicine Support System based on Rule-based and Case-based ReasoningPrincipal Investigator

    • Principal Investigator
      TSUMOTO Shusaku
    • Project Period (FY)
      2000 – 2001
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Shimane Medical University
  •  Inference of molecular phylogenetic tree based on minimum complexity principle

    • Principal Investigator
      TANAKA Hiroshi
    • Project Period (FY)
      1997 – 1998
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Medical Research Institute, Tokyo Medical and Dental University
  •  自己再帰構造論と項書き換えシステムに基づく計算生命系の構築

    • Principal Investigator
      田中 博
    • Project Period (FY)
      1996
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Research Institution
      Tokyo Medical and Dental University
  •  マルチメディアデータベースに基づく先天性異常症の意思決定・教育支援システム

    • Principal Investigator
      田中 博
    • Project Period (FY)
      1996
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Research Institution
      Tokyo Medical and Dental University
  •  マルチメディア症例データベースの開発とそれによる仮想外来システムの構築

    • Principal Investigator
      田中 博
    • Project Period (FY)
      1996 – 1997
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Research Institution
      Tokyo Medical and Dental University
  •  Knowledge discovery in clinical databases based on rough set modelPrincipal Investigator

    • Principal Investigator
      TSUMOTO Syusaku
    • Project Period (FY)
      1996 – 1997
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Tokyo Medical and Dental University
  •  自己再帰構造論に基づく計算生命系の構築

    • Principal Investigator
      TANAKA Hiroshi
    • Project Period (FY)
      1995
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Research Institution
      Tokyo Medical and Dental University
  •  オブジェクト指向分析による医療情報の意味論的解析とその応用システムの開発Principal Investigator

    • Principal Investigator
      津本 周作
    • Project Period (FY)
      1994
    • Research Category
      Grant-in-Aid for Encouragement of Young Scientists (A)
    • Research Field
      情報システム学(含情報図書館学)
    • Research Institution
      Tokyo Medical and Dental University
  •  Automated Knowledge Acguisition based on Rough Sets and Resampling Methods

    • Principal Investigator
      TANAKA Hiroshi
    • Project Period (FY)
      1994 – 1995
    • Research Category
      Grant-in-Aid for General Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      Tokyo Medical and Dental University

All 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 Other

All Journal Article Presentation Book

  • [Book] Recommender Systems for Medicine and Music2021

    • Author(s)
      Ras, Zbigniew W., Wieczorkowska, Alicja, Tsumoto, Shusaku (eds.)
    • Total Pages
      252
    • Publisher
      Springer Verlag
    • ISBN
      9783030664480
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Book] Intelligent System III / From Texts to Classification Knowledge2021

    • Author(s)
      Shusaku Tsumoto / Zhongzhi ShiMihir ChakrabortySamarjit Kar (eds.)
    • Total Pages
      317
    • Publisher
      Springer Verlag
    • ISBN
      9783030748265
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Book] Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam2013

    • Author(s)
      Andrzej Skowron, Mihir K. Chakraborty, Jerzy W. Grzymala-Busse, Victor W. Marek, Sankar K. Pal, James F. Peters, Grzegorz Rozenberg, Dominik Slezak, Roman Slowinski, Shusaku Tsumoto, Alicja Wakulicz-Deja, Guoyin Wang, Wojciech Ziarko
    • Total Pages
      643
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Book] Brain Informatics - Proceedings. Lecture Notes in Computer Science 76702012

    • Author(s)
      Fabio Massimo Zanzotto, Shusaku Tsumoto, Niels Taatgen, Yiyu Yao
    • Total Pages
      397
    • Publisher
      Springer Velag
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Book] Mining Complex Data2009

    • Author(s)
      Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid
    • Total Pages
      302
    • Publisher
      Springer Verlag
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Book] 神経医工学2009

    • Author(s)
      呉景龍, 津本周作
    • Total Pages
      295
    • Publisher
      オーム社
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Book] New Frontiers in Applied Data Mining, PAKDD 2008 International Workshops2009

    • Author(s)
      Shusaku Tsumoto, 他7名
    • Total Pages
      213
    • Publisher
      Springer Verlag
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Book] 神経医工学2009

    • Author(s)
      呉景龍, 津本周作共編著
    • Total Pages
      295
    • Publisher
      オーム社
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Book] Hakim Hacid: Mining Complex Data2009

    • Author(s)
      Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Book] ダータマイニングの基礎2006

    • Author(s)
      元田浩, 津本周作, 山口高平, 沼尾正行
    • Total Pages
      286
    • Publisher
      オーム社
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Book] データマイニングの基礎2006

    • Author(s)
      元田浩, 津本周作, 山口高平, 沼尾正行
    • Total Pages
      286
    • Publisher
      オーム社
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Book] Active Mining, Lecture Notes in Artificial Intelligence 34302005

    • Author(s)
      S.Tsumoto (eds.)
    • Total Pages
      357
    • Publisher
      Springer-Verlag
    • Data Source
      KAKENHI-PROJECT-13131101
  • [Book] Foundation of Data Mining and Knowledge Discovery2005

    • Author(s)
      T.Y.Lin, S.Ohsuga, C.J.Liau, Xiaohua Hu, S.Tsumoto
    • Total Pages
      726
    • Publisher
      Springer Verlag
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Book] Active Mining (LNCS 3430)2005

    • Author(s)
      S.Tsumoto, M.Numao, Y.Yamaguchi, H.Motoda
    • Total Pages
      351
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-13131208
  • [Book] Rough Sets and Current Trends in Computing (LNAI 3066)2004

    • Author(s)
      S.Tsumoto, R.Slowinski, J.Komorowski, J.W.Grzymala-Busse (eds.)
    • Total Pages
      853
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] An approach to exploring associations between hospital structural measures and patient satisfaction by distance-based analysis2021

    • Author(s)
      Okuda M, Yasuda A, Tsumoto S
    • Journal Title

      BMC Health Serv Res.

      Volume: 21 Pages: 63-63

    • DOI

      10.1186/s12913-020-06050-3

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Studies Support the Use of Suvorexant for the Prevention of Delirium2021

    • Author(s)
      Izuhara M, Izuhara HK, Tsuchie K, Araki T, Ito T, Sato K, Miura S, Otsuki K, Nagahama M, Hayashida M, Hashioka S, Wake R, Kimura T, Tsumoto S, Saito Y, Inagaki M.
    • Journal Title

      J Clin Psychiatry

      Volume: 82

    • DOI

      10.4088/jcp.20lr13818a

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Determination of Disease from Discharge Summaries2021

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 15 Pages: 49-66

    • DOI

      10.1007/s12626-021-00076-7

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting2020

    • Author(s)
      Oliveira Tiago、Dauphin Jeremie、Satoh Ken、Tsumoto Shusaku、Novais Paulo
    • Journal Title

      Proceedings of CLAR 2020, Spring LNCS

      Volume: なし Pages: 166-183

    • DOI

      10.1007/978-3-030-44638-3_11

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01786, KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-20H02387
  • [Journal Article] Real-World Preventive Effects of Suvorexant in Intensive Care Delirium: A Retrospective Cohort Study2020

    • Author(s)
      Izuhara M, Izuhara HK, Tsuchie K, Araki T, Ito T, Sato K, Miura S, Otsuki K, Nagahama M, Hayashida M, Hashioka S, Wake R, Kimura T, Tsumoto S, Saito Y, Inagaki M.
    • Journal Title

      J Clin Psychiatry

      Volume: 81

    • DOI

      10.4088/jcp.20m13362

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] How Shoppers Walk and Shop in a Supermarket2020

    • Author(s)
      Yada Katsutoshi、Ishibashi Ken、Ohashi Taku、Wang Danhua、Tsumoto Shusaku
    • Journal Title

      IEEE ICDM Workshop 2020

      Volume: 2020 Pages: 114-118

    • DOI

      10.1109/icdmw51313.2020.00025

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K13789, KAKENHI-PROJECT-18H03289
  • [Journal Article] Automated Dual Clustering for Clinical Pathway Mining2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Journal Title

      IEEE Big Data 2020

      Volume: 1 Pages: 5387-5396

    • DOI

      10.1109/bigdata50022.2020.9377849

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Order Trajectory Analysis in Hospital Information System2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Journal Title

      IEEE Big Data 2020

      Volume: 1 Pages: 5397-5404

    • DOI

      10.1109/bigdata50022.2020.9378366

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Risk Management using Medical Incident Information2019

    • Author(s)
      田中 健次、坂東 幸一、津本 周作、佐藤 直樹
    • Journal Title

      Oukan

      Volume: 13 Issue: 2 Pages: 84-90

    • DOI

      10.11487/trafst.13.2_84

    • NAID

      130007730147

    • ISSN
      1881-7610, 2189-6399
    • Language
      Japanese
    • Open Access
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Journal Article] Estimation of the characteristics of gamma-ray dose measurements with an experimental wireless dose monitoring system2019

    • Author(s)
      Fujibuchi Toshioh, Nozaki Yuta, Ishigaki Yang, Matsumoto Yoshinori
    • Journal Title

      Progress in Nuclear Science and Technology

      Volume: 6 Issue: 0 Pages: 77-80

    • DOI

      10.15669/pnst.6.77

    • ISSN
      2185-4823
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01788, KAKENHI-PROJECT-15H01786
  • [Journal Article] Mining frequent temporal patterns from medical data based on fuzzy ranged relations2019

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      IEEE Big Data 2019

      Volume: 1 Pages: 2654-2658

    • DOI

      10.1109/bigdata47090.2019.9006563

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Prospective clinical trial evaluating vulnerability and chemotherapy risk using geriatric assessment tools in older patients with lung cancer.2019

    • Author(s)
      Tsubata Y, Shiratsuki Y, Okuno T, Tanino A, Nakao M, Amano Y, Hotta T, Hamaguchi M, Okimoto T, Hamaguchi S, Kurimoto N, Nishiyama Y, Kimura T, Iwata H, Tsumoto S, Isobe T.
    • Journal Title

      Geriatr Gerontol Int.

      Volume: 19 Pages: 1108-1111

    • DOI

      10.1111/ggi.13781

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Clinical Pathway Generation from Order Histories and Discharge Summaries2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Journal Title

      IEEE ICDM Workshop 2019

      Volume: 1 Pages: 333-340

    • DOI

      10.1109/icdmw.2019.00056

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Development of a wireless multisensor active personal dosimeter-tablet system2019

    • Author(s)
      Fujibuchi Toshioh, Inoue Airi, Ishigaki Yang, Matsumoto Yoshinori
    • Journal Title

      Progress in Nuclear Science and Technology

      Volume: 6 Issue: 0 Pages: 73-76

    • DOI

      10.15669/pnst.6.73

    • ISSN
      2185-4823
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H01788, KAKENHI-PROJECT-15H01786
  • [Journal Article] Estimation of Disease Code from Electronic Patient Records2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Journal Title

      IEEE Big Data 2019

      Volume: 1 Pages: 2698-2707

    • DOI

      10.1109/bigdata47090.2019.9006296

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289, KAKENHI-PROJECT-15H01786
  • [Journal Article] Cognitive Computing: Methodologies for Neural Computing and Semantic Computing in Brain-Inspired Systems2018

    • Author(s)
      Yingxu Wang, Victor Raskin, Julia Rayz, George Baciu, Aladdin Ayesh, Fumio Mizoguchi, Shusaku Tsumoto, Dilip Patel, Newton Howard
    • Journal Title

      IJSSCI

      Volume: 10 Pages: 1-14

    • DOI

      10.4018/ijssci.2018010101

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Journal Title

      Proceedings of IEEE SMC 2018

      Volume: 1 Pages: 1327-1332

    • DOI

      10.1109/smc.2018.00232

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Empirical Comparison of Distances for Agglomerative Hierarchical Clustering2018

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      Proceedings of IPMU

      Volume: 2 Pages: 538-548

    • DOI

      10.1007/978-3-319-91476-3_45

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] From Hospital Big Data to Clinical Process: A Granular Computing Approach2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Journal Title

      Proceedings of IEEE Big Data 2018

      Volume: 1 Pages: 2669-2678

    • DOI

      10.1109/bigdata.2018.8622240

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Journal Article] Incremental Rules Induction based on Rule Layers and its Application to Clinical Datasets2017

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 5(1) Pages: 59-66

    • DOI

      10.2174/2213385205666170519122031

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H01786, KAKENHI-PROJECT-15H02750
  • [Journal Article] Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering2017

    • Author(s)
      Yingxu Wang, Lotfi A. Zadeh, Bernard Widrow, Newton Howard, Franoise Beaufays, George Baciu, D. Frank Hsu, Guiming Luo, Fumio Mizoguchi, Shushma Patel, Victor Raskin, Shusaku Tsumoto, Wei Wei, Du Zhang
    • Journal Title

      IJCINI

      Volume: 11 Pages: 1-15

    • DOI

      10.4018/ijcini.2017010101

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations2017

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      ICDM 2017

      Volume: 12 Pages: 612-616

    • DOI

      10.1109/icdmw.2017.87

    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Construction of Discharge Summaries Classifier2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      ICHI 2017

      Volume: 5 Pages: 74-82

    • DOI

      10.1109/ichi.2017.92

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Mining Text for Disease Diagnosi2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Journal Title

      Procedia Computer Science

      Volume: 122 Pages: 1133-1140

    • DOI

      10.1016/j.procs.2017.11.483

    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Algebra in Combinatorics of Statistical Dependence2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Science Mathematicae Japonicae

      Volume: 281 Pages: 41-54

    • NAID

      130007643039

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Healthy diet assessment mechanism based on fuzzy markup language for Japanese food2016

    • Author(s)
      ask others Mei-Hui Wang, Kanta Kurozumi, Mikiko Kawaguchi, Chang-Shing Lee, Hiroshi Tsuji, Shusaku Tsumoto
    • Journal Title

      Soft Computing

      Volume: 20 Pages: 359-376

    • DOI

      10.1007/s00500-014-1512-5

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Multidimensional temporal mining in hospital information system2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      10.1504/IJCISTUDIES.2016.10004369

      Volume: 5 Pages: 317-337

    • DOI

      10.1504/ijcistudies.2016.10004369

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Quantitative Estimation of Software Quality in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Yuko Tsumoto5
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 4 Pages: 1-15

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System2015

    • Author(s)
      Haruko Iwata, Shoji Hirano, Shusaku Tsumoto:
    • Journal Title

      Fundam. Inform.

      Volume: 137 Pages: 237-252

    • DOI

      10.3233/fi-2015-1177

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Construction of Clinical Pathway Using Dual Clustering2015

    • Author(s)
      Yuko Tsumoto, Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      Neuroscience and Biomedical Engineering

      Volume: 3 Pages: 49-56

    • DOI

      10.2174/2213385203666150613000343

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Layered Rule Induction2015

    • Author(s)
      Shusaku Tsumoto
    • Journal Title

      Procedia Computer Science

      Volume: 55 Pages: 1213-1220

    • DOI

      10.1016/j.procs.2015.07.127

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Mining Schedule of Nursing Care Based on Dual-Clustering2015

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Journal Title

      Procedia Computer Science

      Volume: 55 Pages: 1203-1212

    • DOI

      10.1016/j.procs.2015.07.125

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Journal Article] Estimation of Service Quality of a Hospital Information System Using a Service Log2014

    • Author(s)
      Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 8 Pages: 53-68

    • DOI

      10.1007/s12626-014-0044-x

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Similarity-based behavior and process mining of medical practices2014

    • Author(s)
      Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
    • Journal Title

      Future Generation Comp. Syst.

      Volume: 33 Pages: 21-31

    • DOI

      10.1016/j.future.2013.10.014

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Combinatorics in Pearson residuals2013

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      IJKESDP

      Volume: 4 Pages: 72-84

    • DOI

      10.1504/ijkesdp.2013.052719

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] 離床センサーを用いた転倒リスク患者の離床行動の実態調査研究2013

    • Author(s)
      宮本 まゆみ, 津本 優子, 福間 美紀, 桑垣 真理子, 坂本 祐二, 内田 宏美
    • Journal Title

      医療の質・安全学会誌

      Volume: 8 Pages: 317-323

    • NAID

      40019936413

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Journal Article] Shoji Hirano, Shusaku Tsumoto: Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility.2013

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      J. Intell. Inf. Syst.

      Volume: - Pages: 61-71

    • DOI

      10.1007/s10844-012-0218-3

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23500179, KAKENHI-PROJECT-24300058
  • [Journal Article] ncremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 127 Pages: 209-223

    • DOI

      10.3233/fi-2013-905

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Combinatorics of Information Granule in Contingency Table.2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Int. J. Intell. Syst

      Volume: 28 Pages: 892-906

    • DOI

      10.1002/int.21610

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Detection of research trends from bibliographical data2012

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Journal Title

      IJDMMM

      Volume: 4 Pages: 255-266

    • DOI

      10.1504/ijdmmm.2012.048107

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Journal Article] Residual as Linear Sum of Matrix Determinants in Multiway Contingency Tables2011

    • Author(s)
      S. Tsumoto and S. Hirano
    • Journal Title

      International Journal of Computational Intelligence Systems

      Volume: 4 Pages: 1080-1089

    • DOI

      10.1080/18756891.2011.9727856

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Evaluating a Temporal Pattern Detection Method for Finding Research Keys in Bibliographical Data2011

    • Author(s)
      H. Abe and S. Tsumoto
    • Journal Title

      T. Rough Sets

      Volume: 14 Pages: 1-17

    • DOI

      10.1007/978-3-642-21563-6_1

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] 病院情報システムに基づく診療サービスの創出に向けて2011

    • Author(s)
      津本周作, 平野章二, 阿部秀尚
    • Journal Title

      人工知能学会誌

      Volume: 26(2) Pages: 139-146

    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2011

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 98(1) Pages: 107-121

    • DOI

      10.3233/fi-2010-219

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Correlation and Regression Analysis for Characterizations of a University Hospital2011

    • Author(s)
      Y. Tsumoto and S. Tsumoto
    • Journal Title

      Rev Socionetwork Strat

      Volume: 5 Pages: 43-55

    • DOI

      10.1007/s12626-010-0020-z

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Detection of risk factors using trajectory miningJ.Intell.Inf.Syst2011

    • Author(s)
      S. Tsumoto and S. Hirano
    • Journal Title

      J.Intell.Inf.Syst

      Volume: 36 Pages: 403-425

    • DOI

      10.1007/s10844-009-0114-7

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Some Remarks on the Concept of Approximations from the View of Knowledge Engineering2010

    • Author(s)
      T. Y. Lin, R. Barot, and S. Tsumoto
    • Journal Title

      International Journal of Computational Intelligence and Natural Intelligence

      Volume: 4 Pages: 1-11

    • DOI

      10.4018/jcini.2010040101

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Improving a rule evaluation support method based on objective indices International Journal of Advanced Intelligence Paradigms2010

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    • Volume
      2
    • Pages
      180-197
    • DOI

      10.1504/ijaip.2010.030534

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Exploratory Univariate Analysis on the Characterization of a University Hospital : A Preliminary Step to Data-Mining-Based Hospital Management using an Exploratory Univariate Analysis of a University Hospital2010

    • Author(s)
      Y. Tsumoto and S. Tsumoto
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 4(2) Pages: 47-63

    • DOI

      10.1007/s12626-010-0014-x

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.98

      Pages: 107-121

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Proc. of RSCTC 2010 (to appear)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Representation of Granularity for Non-Euclidean Relational Data by Jaccard Coefficients and Binary Classifications2010

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Journal Title

      Proceedings of RSCTC 2010 1

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima.2010

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      International Journal of Information Technology and Decision Making

      Volume: 9 Pages: 889-904

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Risk Mining in Medicine : Application of Data Mining to Medical Risk Management2010

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 98

      Pages: 107-121

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Journal Title

      International Journal of Information Technology and Decision Making

      Volume: 9 Pages: 889-904

    • DOI

      10.1142/s021962201000410x

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Some Remarks on the Concept of Approximations from the View of Knowledge Engineering. IJCINI 4(2) : 1-11(2010)2010

    • Author(s)
      T.Y.Lin, R.Barot, S.Tsumoto
    • Journal Title

      International Journal of Computational Intelligence and Natural Intelligence

      Volume: 4 Pages: 1-11

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Contingency Matrix Theory II: Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform 90(4)

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions2009

    • Author(s)
      Hideano Abe and Shusaku Tsumoto
    • Journal Title

      Fundamenta Informaticae 90

      Pages: 369-378

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Journal Article] Contingency matrix theory : Statistical dependence in a contingency table.2009

    • Author(s)
      Shusaku Tsumoto
    • Journal Title

      Information Sciences 179

      Pages: 1615-1627

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Contingency Matrix Theory II : Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundaments Informaticae 90

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Contingency Matrix Theory IT : Degree of Dependenceas Granularity2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Inforamticae 90

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions2009

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Journal Title

      Fundam. Inform

      Volume: 90(4) Pages: 369-378

    • DOI

      10.3233/fi-2009-0024

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra-2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform

      Volume: 90(3) Pages: 251-267

    • DOI

      10.3233/fi-2009-0017

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table - Interpretation of Pearson Residuals based on Linear Algebra -2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundam. Inform 90(3)

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      S. Tsumoto, S. Hirano
    • Journal Title

      Fundamenta Informaticae Vol.90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Contingency Matrix Theory II : Degree of Dependence as Granularity.2009

    • Author(s)
      Shusaku Tsumoto
    • Journal Title

      Fundamenta Informaticae 90

      Pages: 427-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Contingency Matrix Theory II : Degree of Dependence as Granularity2009

    • Author(s)
      Shusaku Tsumoto
    • Journal Title

      Fundamenta Informaticae

      Volume: 179 Pages: 1615-1627

    • DOI

      10.1016/j.ins.2008.11.023

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table-Interpretation of Pearson Residuals based on Linear Algebra2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Informaticae 90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Statistical Independence and Determinants in a Contingency Table2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Fundamenta Inforamticae 90

      Pages: 251-267

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Data Mining based Hospital Management2008

    • Author(s)
      Shusaku Tsumoto
    • Journal Title

      Journal of CPQUT (印刷中)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Journal Title

      Third International Conference Rough Sets and Knowledge Technology (RSKT 2008), Chengdu, China, May 17-19

      Pages: 332-339

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic Similarities and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling,2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems (印刷中)

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Visualization of Semantic Similarities and Syntactic Similarities of Rules using Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 1-13

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Detection of Chance using Rule Induction and Multidimensional Scaling2007

    • Author(s)
      Tsumoto, S., Hirano, S.
    • Journal Title

      Journal of Knowledge Engineering Systems (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] 複合医工学としてのデータマイニング2007

    • Author(s)
      津本周作, 平野章二
    • Journal Title

      人工知能学会誌 21・2

      Pages: 201-207

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Temporal Data Mining in Hospital Information Systems: Analysis of cunical Courses of Chronic Hepatitis2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Journal Title

      International Journal of Intelligent Computing in Medical Sciences and Image Processing 1

      Pages: 9-20

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Journal Article] Evaluation of rule interestingness measures in medical knowledge discovery in databases.2007

    • Author(s)
      Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
    • Journal Title

      Artificial Intelligence in Medicine 41

      Pages: 177-196

    • NAID

      110006251458

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling.2007

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Journal Title

      Fundamenta Informaticae 78

      Pages: 561-573

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Journal Article] Data mining as Complex Medical Engineering2007

    • Author(s)
      Tsumoto, S, Hirano, S.
    • Journal Title

      Journal of Japan Society of Artificial Intelligence 21(2)

      Pages: 201-207

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Risk Mining : Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents.2006

    • Author(s)
      Tsumoto, S, et al.
    • Journal Title

      Proceedings of RSCTC2006(LNAI) 4259

      Pages: 706-715

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Risk Mining : Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents.2006

    • Author(s)
      Tsumoto, S., Matsuoka K., Yokoyama, S.
    • Journal Title

      Proceedings of RSCTC06 LNAI 4259

      Pages: 706-715

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Risk Mining in Hospital Information Systems2006

    • Author(s)
      Tsumoto, S, et al.
    • Journal Title

      Proceedings of ICDM2006 Workshops

      Pages: 699-704

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Risk Mining in Hospital Information Systems.2006

    • Author(s)
      Tsumoto, S., Matsuoka K., Yokoyama, S.
    • Journal Title

      Proceedings of ICDM Workshops 2006

      Pages: 699-704

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Risk Mining : Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents.2006

    • Author(s)
      Tsumoto, S, et al.
    • Journal Title

      Proceedings of RSCTC2006 (LNAI) 4259

      Pages: 706-715

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Web-based Clinical Decision Support based on Mobile Telecommunication Systems2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of Web Intelligence (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Clinical Decision Support based on Mobile Telecommunication Systems2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of CME-2005 (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] E-medical decision support system for Telemedicine2005

    • Author(s)
      S.Tsumoto, S.Hirano, H.Abe, H.Nakakuni, E.Hanada
    • Journal Title

      Proceedings of IADIS International Conference on E-society (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Data Mining for MRSA Infection Control - An Data-oriented Approach to Medical Risk Management -2005

    • Author(s)
      Kimiko Matsuoka, Shigeki Yokoyama, Shusaku Tsumoto, Masateru Harao
    • Journal Title

      Proceedings of the first international conference on Complex Medical Engineering (CME 2005)

      Pages: 331-334

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Rough Representation of a Region of Interest in Medical Images2005

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      International Journal of Approximate Reasoning (印刷中)

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Automated discovery of chronological patterns in long time-series medical datasets.2005

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Journal of Intelligent System 20・6

      Pages: 737-757

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] ラフ集合に基づくアクティブマイニングによる診療情報生成システムの開発2005

    • Author(s)
      津本周作, 平野章二, 高林克日己
    • Journal Title

      人工知能学会誌 20・3

      Pages: 203-210

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Visualization of Similarities and-Dissimilarities in Rules Using Multidimensional Scaling.2005

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Journal Title

      Proceedings of the 15th International Symposium on Methodologies for Intelligent Systems(ISMIS 2005)

      Pages: 38-46

    • Data Source
      KAKENHI-PROJECT-17300048
  • [Journal Article] Clinical Decision Support based on Mobile Telecommunication Systems.2005

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of CME-2005 (CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Study on the Analysis of Nurses' Incident Factors and the Decision Support by Data Mining2004

    • Author(s)
      S.Yokoyama, K.Matsuoka, S.Matsui, S.Tsumoto, S.Tanada, T.Yamakawa, M.Harao
    • Journal Title

      Medinfo 2004 S029

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Comparison of Clustering Methods for Clinical Databases2004

    • Author(s)
      S.Hirano, X.Sun, S.Tsumoto
    • Journal Title

      Information Sciences 159・2

      Pages: 155-165

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Mining Diagnostic Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Information Sciences 162

      Pages: 65-80

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Study on the Analysis of Nurses' Incident Factors and the Decision Support by Data Mining2004

    • Author(s)
      S.Yokoyama, K.Matsuoka, S.Matsui, S.Tsumoto, S.Tanada, T.Yamakawa, M.Harao
    • Journal Title

      Medinfo 2004

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Determinantal Divisors for the Degree of Independence of a Contingency Matrix2004

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the NAFIPS 2004

      Pages: 696-701

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Extraction of Structure of Medical Diagnosis from Clinical Data2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Fundamenta Informaticae Vol.59/2-3

      Pages: 271-285

    • Data Source
      KAKENHI-PROJECT-13131101
  • [Journal Article] Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases.2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Proceedings of the First International Conference on Modeling Decisions for Artificial Intelligence (MDAI-2004) LNAI 3131

      Pages: 115-126

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Statistical Analysis of Peer Reviews on Presentations in Training Course on Medical Informatics2004

    • Author(s)
      A.Yasuda, M.Nagira, S.Hirano, E.Hanada, S.Tsumoto
    • Journal Title

      An Official Journal of the Japan Association for Medical Informatics 24(2)

      Pages: 25-34

    • NAID

      10025684505

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Mining Diagnostic Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Information Sciences 162・2

      Pages: 65-80

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Extraction of Structure of Medical Diagnosis from Clinical Data2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Fundamenta Informaticae 59

      Pages: 271-285

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Extraction of Structure of Medical Diagnosis from Clinical Data2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Fundamenta Informaticae 59・2-3

      Pages: 271-285

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] Rank and Independence in Contingency Table2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Proceedings of SPIE Defense and Security Symposium 2004 5433

      Pages: 178-189

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Classification of temporal sequences using rough clustering2004

    • Author(s)
      S.Hirano, S.Tsumoto
    • Journal Title

      Proceedings of the NAFIPS 2004

      Pages: 711-716

    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases.2004

    • Author(s)
      S.Tsumoto
    • Journal Title

      Proceedings of the First International Conference on Modeling Decisions for Artificial Intelligence (MDAI-2004), LNAI 3131

      Pages: 115-126

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] 医療情報学実習発表会におけるグループ間およびグループ内の評価についての数量化2004

    • Author(s)
      安田 晃, 柳樂真佐実, 平野章二, 花田英輔, 津本周作
    • Journal Title

      医療情報学 24・1

      Pages: 25-34

    • NAID

      10025684505

    • Data Source
      KAKENHI-PROJECT-13131208
  • [Journal Article] 医療情報学実習発表会におけるグループ間およびグループ内の評価についての数量化2004

    • Author(s)
      安田 晃, 柳樂真佐実, 平野章二, 花田英輔, 津本周作
    • Journal Title

      医療情報学 24

      Pages: 25-34

    • NAID

      10025684505

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Pattern Discovery Based on Rule Induction and Taxonomy Generation,2003

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the Third IEEE International Conference on Data Mining (ICDM-2003)

      Pages: 661-664

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Internet-based Decision Support : Towards E-Hospital2003

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC-2003)

      Pages: 595-600

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Pattern Discovery Based on Rule Induction and Taxonomy Generation2003

    • Author(s)
      S.Tsumoto, S.Hirano
    • Journal Title

      Proceedings of the Third IEEE International Conference on Data Mining (ICDM-2003)

      Pages: 661-664

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] E-medical decision support system for Telemedicine

    • Author(s)
      S.Tsumoto, S.Hirano, H.Abe, H.Nakakuni, E.Hanada
    • Journal Title

      Proceedings of IADIS International Conference on E-society 2005 (in press)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Journal Article] Web-based Clinical Decision Support based on Mobile Telecommunication Systems

    • Author(s)
      S.Tsumoto, S.Hirano, E.Hanada
    • Journal Title

      Proceedings of Web Intelligence-2005 (in press)

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-15300047
  • [Presentation] Needs assessment and prototype of a low-cost radiation monitoring system for citizens in Fukushima2021

    • Author(s)
      Ishigaki Y., Matsumoto Y., Shozugawa K., Hori M., Shimazaki K., Tanaka K.
    • Organizer
      The International Electrical Engineering Congress2022
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H02387
  • [Presentation] 人工知能による自動診断2020

    • Author(s)
      津本周作
    • Organizer
      第16回消化管学会学術総会
    • Invited
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Tree Model Induction from Texts in Discharge Summaries2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      人工知能学会全国大会国際セッション
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 機械学習による退院時サマリからのDPC分類の推測2020

    • Author(s)
      木村知広, 津本周作, 平野章二
    • Organizer
      第39回医療情報学連合大会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Order Trajectory Analysis in HIS2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      IEEE Big Data
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Automaed Dual Clustering for Clinical Pathway Mining2020

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura and Shoji Hirano
    • Organizer
      IEEE Big Data 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 病院情報システムのデータを用いた看護必要度の推定2020

    • Author(s)
      生土博之, 津本周作
    • Organizer
      第39回医療情報学連合大会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 医療とAI2020

    • Author(s)
      津本周作
    • Organizer
      情報処理学会連続セミナー
    • Invited
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Mining frequent temporal patterns from medical data based on fuzzy ranged relations2019

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE Big Data 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting2019

    • Author(s)
      Tiago Oliveira, Jeremie Dauphin, Ken Satoh, Shusaku Tsumoto and Paulo Novais
    • Organizer
      CLAR 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Clinical Pathway Generation from Order Histories and Discharge Summaries2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Organizer
      IEEE ICDM Workshop 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 機械学習による退院時サマリからのDPC分類の推測2019

    • Author(s)
      木村知広,津本周作
    • Organizer
      第39回医療情報学連合大会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Estimation of Disease Code from Electronic Patient Records2019

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata and Shoji Hirano
    • Organizer
      IEEE Big Data 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 医療のツールとしての人工知能技術2019

    • Author(s)
      津本周作
    • Organizer
      京都府医師会
    • Invited
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Granular Rules for Medical Diagnosis2019

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IFSA/NAFIPS
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 病院情報システムのデータを用いた看護必要度の推定2019

    • Author(s)
      生土博之, 津本周作
    • Organizer
      第39回医療情報学連合大会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      IEEE SMC 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] From Hospital Big Data to Clinical Process: A Granular Computing Approach.2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      IEEE Big Data 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] オーダ履歴による待ち時間分析2018

    • Author(s)
      津本周作,木村知広,河村敏彦,平野章二
    • Organizer
      第6回医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Argumentation with Goals for Clinical Decision Support in Multimorbidity2018

    • Author(s)
      Tiago Oliveira, Jeremie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais
    • Organizer
      AAMAS2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] インシデント情報を活用したリスク対応2018

    • Author(s)
      田中健次、坂東幸一、津本周作、佐藤直樹
    • Organizer
      第9回横幹連合コンファレンス
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Presentation] Empirical Comparison of Distances for Agglomerative Hierarchical Clustering.2018

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Organizer
      IPMU2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries.2018

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
    • Organizer
      ICDM 2018 Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 病院情報システムのデータを用いた看護必要度の推定2018

    • Author(s)
      生土博之,木村知広, 津本周作
    • Organizer
      第7回医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-18H03289
  • [Presentation] 一般病院の看護師が捉える認知症 高齢者の転倒予防アセスメントプロセス(第一報)2017

    • Author(s)
      福間美紀,坂根可奈子,宮本まゆみ,津本優子,内田宏美
    • Organizer
      第27回日本医学看護学教育学会学術学会
    • Place of Presentation
      和歌山市
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Presentation] Construction of Discharge Summaries Classifier2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Organizer
      ICHI 2017: 74-82 (Proceedings of International Conference on Healthcare Informatics 2017, ICHI 2017, Park City, UT, USA), https://doi.org/10.1109/ICHI.2017.92
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Presentation] Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations2017

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      Proceedings of International Conference on Data Mining
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Presentation] Construction of Discharge Summaries Classifier2017

    • Author(s)
      Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
    • Organizer
      Proceedings of International Conference on Healthcare Informatics 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Presentation] Construction of discharge summaries classifier2017

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICCI*CC 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Mining Text for Disease Diagnosis2017

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ITQM 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations.2017

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      ICDM Workshops 2017: 612-616, Proceedings of International Conference on Data Mining 2017 Workshops, New Orleans, LA, USA, https://doi.org/10.1109/ICDMW.2017.87
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01786
  • [Presentation] Mining text for disease diagnosis in hospital information system2017

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE BIg Data 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Data-oriented Management of Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ISME2016
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-10-28
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] On Behavior of Statistical Indices in Incremental Context2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IJCRS2016
    • Place of Presentation
      Universidad de Chile (San Diago, チリ共和国)
    • Year and Date
      2016-10-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Quantitative Estimation of Software Quality in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      ITQM2016
    • Place of Presentation
      Hoseo University (Asan, 韓国)
    • Year and Date
      2016-08-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Panel: Expert Reasoning and Cogntive Computing2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICCI*CC2016
    • Place of Presentation
      Stanford University (Palo Alto, アメリカ合衆国)
    • Year and Date
      2016-08-22
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Construction of Linguistic Variables based on Rule Induction and Concept Hierarchy2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICCI*CC2016
    • Place of Presentation
      Stanford University (Palo Alto, アメリカ合衆国)
    • Year and Date
      2016-08-22
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Clustering-based Clinical Pathway Construction (Runner-up Best Paper)2016

    • Author(s)
      Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Organizer
      ISME2016
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-10-28
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] パネル: データマイニングの応用2016

    • Author(s)
      津本周作
    • Organizer
      第20回医療情報学会春季大会
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-06-02
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Statistical Temporal Data Mining for Bed Control2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      CME2016
    • Place of Presentation
      宇都宮(宇都宮総合文化センター)
    • Year and Date
      2016-08-04
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Incremental Learning of Rough-Set based Probabilistic Rules2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      CME2016
    • Place of Presentation
      宇都宮(宇都宮総合文化センター)
    • Year and Date
      2016-08-04
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] オーダー実行歴からのクリニカルパス作成の試み2016

    • Author(s)
      津本 周作,平野章二, 岩田春子
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      北九州(北九州国際会議場)
    • Year and Date
      2016-06-06
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Construction of Clinical Pathway from Histories of Clinical Actions in Hospital Information System2016

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Organizer
      IEEE Big Data 2016
    • Place of Presentation
      Hyatt (Washington DC. アメリカ合衆国)
    • Year and Date
      2016-12-05
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Mining Process for Improvement of Clinical Process Quality2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE Big Data 2016
    • Place of Presentation
      Hyatt (Washington DC, アメリカ合衆国)
    • Year and Date
      2016-12-05
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Incremental Updates of Rough Set‐based Probabilistic Rules2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      CMCSN2016
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-05-20
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Decision Support based on Big Data Analytics2016

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IJCRS2016
    • Place of Presentation
      Universidad de Chile (San Diago, チリ共和国)
    • Year and Date
      2016-10-07
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Matryoshka Principle for Rule Mining Selection (Best Paper Award)2016

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      ITQM2016
    • Place of Presentation
      Hoseo University (Asan, 韓国)
    • Year and Date
      2016-08-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Construction of Clinical Pathway using Dual Clustering2016

    • Author(s)
      Shusaku Tsumoto and Haruko Iwata
    • Organizer
      ICHI2016
    • Place of Presentation
      Embassy Suite (Chicago, アメリカ合衆国)
    • Year and Date
      2016-10-04
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Induction of Clinical Pathway using Dual Clustering2016

    • Author(s)
      Haruko Iwata and Shusaku Tsumoto
    • Organizer
      IJCRS2016
    • Place of Presentation
      Universidad de Chile (San Diago, チリ共和国)
    • Year and Date
      2016-10-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] AIの2000年以降の変化2016

    • Author(s)
      津本周作
    • Organizer
      第20回医療情報学会春季大会
    • Place of Presentation
      松江(くにびきメッセ)
    • Year and Date
      2016-06-02
    • Invited
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] CognitiveFunction and Associated Falls of Elderly Patients in a Specific Function Hospital2015

    • Author(s)
      Miki FUKUMA, Yuko TSUMOTO,
    • Organizer
      2015 Aging & Society Conference
    • Place of Presentation
      Washington D.C., USA
    • Year and Date
      2015-11-05
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Presentation] Statistical Estimation of Software Quality in Hospital Information System2015

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICServ2015
    • Place of Presentation
      San Jose  (アメリカ合衆国)
    • Year and Date
      2015-07-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Healthcare IT in Japan2015

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      SRII
    • Place of Presentation
      San Jose  (アメリカ合衆国)
    • Year and Date
      2015-06-07
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Quantitative Estimation of Software Quality in Hospital Information System2015

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICME 2015
    • Place of Presentation
      岡山 (岡山コンベンションセンター)
    • Year and Date
      2015-06-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Construction of Clinical Pathway using Dual Clustering2015

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ICME 2015
    • Place of Presentation
      岡山(岡山コンベンションセンター)
    • Year and Date
      2015-06-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] The effects of wait time, length of stay and hospital rehabilitation on the structure of patient satisfaction2015

    • Author(s)
      Masumi Okuada, Akira Yasuda and Shusaku Tsumoto
    • Organizer
      ICServ 2015
    • Place of Presentation
      San Jose (アメリカ合衆国)
    • Year and Date
      2015-07-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02750
  • [Presentation] Global Perspectives on Healthcare Analytics2014

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      SRII Global Conference 2014
    • Place of Presentation
      Hotel Fairmont (San Jose,アメリカ合衆国)
    • Year and Date
      2014-04-25
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Intelligent Hospital Management2014

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      Kansai University DM Lab International Workshop
    • Place of Presentation
      Hilton Garden Inn New York City (アメリカ合衆国)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Data Mining-Based Service Quality Estimation in Hospital Information System2014

    • Author(s)
      Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
    • Organizer
      IEEE ICDM 2014 Workshop on Data Mining for Service
    • Place of Presentation
      Hotel Intercontiental (深セン, 中華人民共和国)
    • Year and Date
      2014-12-14
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] 「リスク発見: リスク検知に向けて」2013

    • Author(s)
      津本周作
    • Organizer
      第9回 TRIZシンポジウム
    • Place of Presentation
      統計数理研究所 (東京都)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Clinical Schedule Management Using Similarity-Based Mining Methods2013

    • Author(s)
      Haruko Iwata, Shuaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE ICHI 2013
    • Place of Presentation
      DoubleTree Hotel Philadelphia (アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Incremental induction of medical diagnostic rules2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IEEE GrC 2013
    • Place of Presentation
      Beijing Friendship Hotel (中華人民共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining hierarchical temporal association rules in a publication database2013

    • Author(s)
      Guo-Cheng Lan, Tzung-Pei Hong, Pei-Shan Wu, Shusaku Tsumoto:
    • Organizer
      IEEE ICCI*CC 2013
    • Place of Presentation
      Fordham University (アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining nursing care plan from data extracted from hospital information system2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Haruko Iwata
    • Organizer
      IEEE/ACM ASONAM 2013
    • Place of Presentation
      Sheraton Niagra Fall (カナダ共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Information Reuse in Hospital Information System2013

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      ITQM2013
    • Place of Presentation
      Dushu Lake Hotel (中華人民共和国)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining Clinical Pathway Based on Clustering and Feature Selection2013

    • Author(s)
      Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
    • Organizer
      Brain and Health Informatics
    • Place of Presentation
      前橋メルサ (群馬県)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] What is Healthcare IT ?2013

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      SRII Asia Summit 2013
    • Place of Presentation
      Bangkok Convention Center (タイ王国)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Evaluation of Incremental Change of Set-Based Indices.2013

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      JRS2013
    • Place of Presentation
      St Mary University (カナダ共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining Clinical Pathway using Dual-Clustering2013

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE GrC 2013
    • Place of Presentation
      Beijing Friendship Hotel (中華人民共和国)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences2013

    • Author(s)
      Shoji Hirano, Shusaku Tsumoto
    • Organizer
      IEEE SMC 2013
    • Place of Presentation
      Midland Hotel (連合王国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] FML-based Japanese diet assessment system.2013

    • Author(s)
      Kanta Kurozumi, Shun-Teng Lan, Mei-Hui Wang, Chang-Shing Lee, Mikiko Kawaguchi, Shusaku Tsumoto, Hiroshi Tsuji
    • Organizer
      FUZZ-IEEE 2013
    • Place of Presentation
      Hyderabad International Convention Center (インド共和国)
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] 日本における認知症高齢者の転倒転落の予測及び関連要因に関する文献検討2013

    • Author(s)
      福間 美紀, 津本 優子, 竹田 祐子, 内田 宏美, 長田 京子, 小林 幸恵, 石垣 恭子
    • Organizer
      日本看護科学学会
    • Place of Presentation
      大阪国際会議場(大阪)
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Presentation] Multidimensional temporal mining in clinical data2012

    • Author(s)
      S. Tsumoto
    • Organizer
      ACM Symposium on Healthcare IT 2012
    • Place of Presentation
      Miami, US
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Characterization of Hospital Servies Using Temporal Data Mining (Best Paper Award)2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      SRII Global Conference
    • Place of Presentation
      San Jose, アメリカ合衆国
    • Year and Date
      2012-07-24
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Towards Data-oriented Intelligent Hospital Service and Management- Data Mining Approach -2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      筑波大ベッドコントロールに閧する国際シンポジウム
    • Place of Presentation
      筑波大学(つくば市)
    • Year and Date
      2012-09-01
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Evaluation, Revision and Construction of Clinical Care Plans2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IWPRHA
    • Place of Presentation
      つくば国際会議場(つくば市)(招待講演)
    • Year and Date
      2012-11-11
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Temporal Data Mining of Order Entry Histories for Characterization of Medical Practice2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      CBMS2012
    • Place of Presentation
      Rome, イタリア
    • Year and Date
      2012-06-22
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Data-Oriented Construction and Maintenance of Clinical Patnway Using Similarity-Based Data Mining Methods2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE ICDM 2012 Workshop
    • Place of Presentation
      Brussels, ベルギー
    • Year and Date
      2012-12-10
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Temporal Data Mining Method for Nursing Schedule Management2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IBICA
    • Place of Presentation
      Kaohsiung, 中華民国
    • Year and Date
      2012-09-26
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Temporal Data Mining in History Data of Hospital Information Systems2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE SMC 2012
    • Place of Presentation
      Seoul, 大韓民国
    • Year and Date
      2012-10-16
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Trajectories Mining2012

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      Workshop on Geotemporal Information Processing
    • Place of Presentation
      Bangalore, India
    • Year and Date
      2012-03-08
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Capturing Behavior of Medical Staff : A Similarity-Oriented Temporal Data Mining Approach2011

    • Author(s)
      S.Tsumoto
    • Organizer
      Future Generation of Information Technology
    • Place of Presentation
      Jeju, Korea(招待講演)
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Visualization of Hospital Services Using Data Mining Methods2011

    • Author(s)
      S. Tsumoto
    • Organizer
      IEEE ICDM 2012(Workshop on Data Mining in Services)
    • Place of Presentation
      Vancouver, Canada
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院サービスの可視化2011

    • Author(s)
      津本周作
    • Organizer
      SRII Japan Chapter
    • Place of Presentation
      東京
    • Year and Date
      2011-05-18
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Towards Data-Oriented Hospital Services2011

    • Author(s)
      S. Tsumoto
    • Organizer
      SRII 2011 Global Conference
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2011-03-31
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Clustering-based analysis in hospital information systems2011

    • Author(s)
      S. Tsumoto
    • Organizer
      IEEE GrC 2011
    • Place of Presentation
      Kaohsiung, Taiwan
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] A new framework for incremental rule induction based on rough sets2011

    • Author(s)
      S. Tsumoto
    • Organizer
      IEEE GrC 2011
    • Place of Presentation
      Kaohsiung, Taiwan
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Capturing Behavior of Medical Staff : A Similarity-Oriented Temporal Data Mining Approach2011

    • Author(s)
      S. Tsumoto
    • Organizer
      Future Generation of Information Technology
    • Place of Presentation
      Jeju, Korea
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] データに基づいた病院サービスの構築2011

    • Author(s)
      津本周作
    • Organizer
      サービス科学ワークショップ
    • Place of Presentation
      京都
    • Year and Date
      2011-10-18
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院サービスの可視化2011

    • Author(s)
      津本周作
    • Organizer
      SRII Japan Chapter
    • Place of Presentation
      東京,東京工業大学田町キャンパス(招待講演)
    • Year and Date
      2011-05-18
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院サービスの創出に向けて2011

    • Author(s)
      津本周作
    • Organizer
      関西サービスイノベーション創造会議
    • Place of Presentation
      大阪商工会議所(招待講演)
    • Year and Date
      2011-03-19
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院情報システムに蓄積されたデータに基づく時系列マイニング2011

    • Author(s)
      岩田春子, 津本周作
    • Organizer
      第31回医療情報学連合大会
    • Place of Presentation
      鹿児島
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Information reuse in hospital information systems2011

    • Author(s)
      S. Tsumoto
    • Organizer
      IEEE IRI 2011
    • Place of Presentation
      Las Vegas, US
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Visualization of Hospital Services Using Data Mining Methods2011

    • Author(s)
      S.Tsumoto
    • Organizer
      IEEE ICDM 2012 (Workshop on Data Mining in Services)
    • Place of Presentation
      Vancouver, Canada
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院サービスの創出に向けて2011

    • Author(s)
      津本周作
    • Organizer
      関西サービスイノベーション創造会議(招待講演)
    • Place of Presentation
      大阪商工会議所
    • Year and Date
      2011-03-19
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Towards Data-Oriented Hospital Services : Data Mining-Based Hospital Management2010

    • Author(s)
      S Tsumoto and S. Hirano
    • Organizer
      ICDM 2011 Workshop on Data Mining for Services
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2010-12-14
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Information Granules of Statistical Dependence in Multiway Contingency Tables2010

    • Author(s)
      S. Tsumoto and S. Hirano
    • Organizer
      IEEE GrC 2010
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院情報システムに蓄積されたデータに基づく看護ケアと観祭に関する記述の分析2010

    • Author(s)
      岩田春子, 津本周作
    • Organizer
      第30回医療情報学連合大会
    • Place of Presentation
      浜松
    • Year and Date
      2010-11-21
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Trend detection from large text data.2010

    • Author(s)
      H.Abe, S.Tsumoto
    • Organizer
      IEEE SMC 2011
    • Place of Presentation
      Istabul, Turkey
    • Year and Date
      2010-10-13
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Hierarchical, Granular Representation of Non-metric Proximity Data2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Organizer
      IEEE GrC 2010
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Trend detection from large text data.2010

    • Author(s)
      H.Abe, S.Tsumoto
    • Organizer
      IEEE SMC 2011
    • Place of Presentation
      Istabul, Thrkey
    • Year and Date
      2010-10-13
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Text Categorization with Considering Temporal Patterns of Term Usages2010

    • Author(s)
      Hidenao Abe and S Tsumoto
    • Organizer
      ICDM 2011 Workshop on Data Mining for Services
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2010-12-14
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Trend detection from large text data2010

    • Author(s)
      H. Abe and S. Tsumoto
    • Organizer
      IEEE SMC 2010
    • Place of Presentation
      Istabul, Turkey
    • Year and Date
      2010-10-13
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients2010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Organizer
      RSCTC 2010
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2010-06-28
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients2010

    • Author(s)
      S.Hirano S.Tsumoto
    • Organizer
      RSCTC 2011
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2010-06-28
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine SBP20102010

    • Author(s)
      S. Hirano and S. Tsumoto
    • Place of Presentation
      Maryland, USA
    • Year and Date
      2010-04-01
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Hierarchical, Granular Representation of Non-metric Proximity Data2010

    • Author(s)
      S.Hirano, S.Tsumoto
    • Organizer
      IEEE GrC 2011
    • Place of Presentation
      San Jose, USA
    • Year and Date
      2010-08-15
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] 病院情報システムに蓄積されたデータに基づく看護ケアと観察に関する記述の分析2010

    • Author(s)
      岩田春子, 津本周作
    • Organizer
      第30回医療情報学連合大会
    • Place of Presentation
      浜松
    • Year and Date
      2010-11-21
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine2010

    • Author(s)
      S.Hirano S.Tsumoto
    • Organizer
      SBP2010
    • Place of Presentation
      Maryland, USA
    • Year and Date
      2010-04-01
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      ISMIS 2009
    • Place of Presentation
      Prague, Czech
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multivariate Statistical Independence and Contingency Tables2009

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE GrC 2009
    • Place of Presentation
      Nanchang
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detecting Similarity of Transferring Datasets Based on Features of Classification Rules2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      ICDM 2009 Workshop on Transfer Mining
    • Place of Presentation
      Miami, USA
    • Year and Date
      2009-12-06
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method.2009

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      RSFDGrC 2009
    • Place of Presentation
      New Delhi, India
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multiscale Comparison of Three-Dimensional Trajectories : A Preliminary Step2009

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      RSFDGrC 2009
    • Place of Presentation
      New Delhi, India
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Statistical Independence of Multivariate Contingency Tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
    • Organizer
      NAFIPS 2009
    • Place of Presentation
      Cincinnati, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Data Mining in Hospital Information System for Hospital Management2009

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE CME 2009
    • Place of Presentation
      Tempe, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Statistical Independence of Multivariate Contingency Tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Hidenao Abe
    • Organizer
      NAFIPS 2009
    • Place of Presentation
      Cincinnati, OH, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences2009

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      KES 2009
    • Place of Presentation
      San Diago
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Trajectory Mining2009

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      M 2009 (SAS Data Mining Conference)
    • Place of Presentation
      Las Vegas, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      RSFDGrC 2009
    • Place of Presentation
      New Delhi, India
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Evaluating a method to detect temporal trends of phrases in research documents2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      IEEE ICCI 2009
    • Place of Presentation
      Hong Kong
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detecting temporal patterns of technical phrases by using importance indices in a research documents2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      IEEE SMC 2009
    • Place of Presentation
      San Antonio, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      RSKT 2009
    • Place of Presentation
      Gold Coast
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detecting temporal patterns of technical phrases by using importance in dices in a research documents2009

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      IEEE SMC 2009
    • Place of Presentation
      San Antonio, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detecting Temporal Patterns of Importance Indices about Technical Phrases2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      KES 2009
    • Place of Presentation
      San Diago
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Detection of Trends of Technical Phrases in Text Mining2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      IEEE GrC 2009
    • Place of Presentation
      Nanchang
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Pearson residuals in multi-way contingency tables2009

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano and Hidenao Abe
    • Organizer
      IEEE SMC 2009
    • Place of Presentation
      San Antonio, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Evaluation of a Classification Rule Mining Algorithm Based on Secondary Difference2009

    • Author(s)
      Hidenao Abe and Shusaku Tsumoto
    • Organizer
      KES 2009
    • Place of Presentation
      San Diago
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Multidimensional Trajectory Mining and its Application to Medicine2009

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      IEEE CME 2009
    • Place of Presentation
      Tempe, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Trajectory Mining2009

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      M 2009(SAS Data Mining Conference)
    • Place of Presentation
      Las Vegas, USA
    • Data Source
      KAKENHI-PROJECT-21300052
  • [Presentation] Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering2008

    • Author(s)
      Shusaku Tsumoto and Shoji Hirano
    • Organizer
      21st IEEE International Symposium on Computer-Based Medical Systems
    • Place of Presentation
      Jyvaskyla, Finland
    • Year and Date
      2008-06-17
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] 構造的類似性に着目した多変量時系列医療データのクラスタ分析2008

    • Author(s)
      平野章二, 津本周作
    • Organizer
      第70回情報処理学会全国大会
    • Place of Presentation
      筑波,日本
    • Year and Date
      2008-03-14
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      Third International Conference Rough Sets and Knowledge Technology(RSKT2008)
    • Place of Presentation
      Chengdu, China
    • Year and Date
      2008-05-18
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Presentation] Hierarchical Clustering of Asymmetric Proximity Data Based on the Indiscernibility-level2008

    • Author(s)
      S. Hirano, S. Tsumoto
    • Organizer
      2008 IEEE International Conference on Granular Computing (GrC 2008)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2008-08-27
    • Data Source
      KAKENHI-PROJECT-19300074
  • [Presentation] Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets2008

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      IEEE ICDM 2008 Workshop
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2008-12-15
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      AMIA Annual Symposium 2007
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2007-11-12
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical Diagnosis from Hospital Clinical Data2007

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      IEEE GrC 2007
    • Place of Presentation
      Fremont, CA, USA
    • Year and Date
      2007-11-03
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Exanimations2007

    • Author(s)
      Shoji Hirano and Shusaku Tsumoto
    • Organizer
      IEEE Workshop on Data Mining in Medicine 2007 (DMMed 2007)
    • Place of Presentation
      Omaha, USA
    • Year and Date
      2007-10-28
    • Data Source
      KAKENHI-PROJECT-19024060
  • [Presentation] Evaluating Learning Algorithms to Construct Rule Evaluation Models Based on Objective Rule Evaluation Indices.2007

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    • Organizer
      IEEE ICCI 2007
    • Place of Presentation
      Lake Tahce, CA, USA
    • Year and Date
      2007-08-07
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Evaluating learning models with transitions of human interests based on objective rule evaluation indices.2007

    • Author(s)
      Abe H, Yokoi H, Tsumoto S, Ohsaki M, Yamaguchi T.
    • Organizer
      MEDINFO 2008
    • Place of Presentation
      Brisbane, Australia
    • Year and Date
      2007-08-21
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients' Lactobacillus Therapy by Data Mining.2007

    • Author(s)
      Kimiko Matsuoka, Shigeki Yokoyama Kumitomo Watanahe, Shusaku Tsumoto
    • Organizer
      IEEE ICDM 2007 Workshops
    • Place of Presentation
      Omaha, NV, USA
    • Year and Date
      2007-10-31
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Fuzziness from attribute generalization in information table

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      IEEE ICCI 2008
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Towards Data-Oriented Schedule Management in Hospital.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
    • Organizer
      SRII Global Conference 2014
    • Place of Presentation
      Hotel Fairmont (San Jose, アメリカ合衆国)
    • Year and Date
      2014-04-23 – 2014-04-25
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      RSCTC 2008
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      ISMIS 2008
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano:
    • Organizer
      WI-IAT 2014
    • Place of Presentation
      Warsaw University (Warsaw,ポーランド共和国)
    • Year and Date
      2014-08-11 – 2014-08-14
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Incremental rule induction based on updates of statistical indices.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano:
    • Organizer
      IEEE ICCI*CC 2014
    • Place of Presentation
      South Bank University (London, 連合王国)
    • Year and Date
      2014-08-18 – 2014-08-20
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets

    • Author(s)
      Hidenao Abe, Shusaku Tsumoto
    • Organizer
      ICDM Workshops 2008
    • Place of Presentation
      RIKD
    • Data Source
      KAKENHI-PROJECT-19300050
  • [Presentation] Rough Sets and Knowledge Technology in Hospital Information System

    • Author(s)
      Shusaku Tsumoto
    • Organizer
      RSKT 2014
    • Place of Presentation
      Tongji University (上海,中華人民共和国)
    • Year and Date
      2014-10-24 – 2014-10-26
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] 多施設データを集約した退院サマリー検索システムの構築

    • Author(s)
      鈴木隆弘, 土井俊祐, 嶋田元, 高崎光浩, 津本周作, 畠山豊, 本多正幸, 松村泰志, 横井英人, 高林克日己
    • Organizer
      第34回医療情報学連合大会
    • Place of Presentation
      幕張メッセ(千葉市美浜区)
    • Year and Date
      2014-11-06 – 2014-11-08
    • Data Source
      KAKENHI-PROJECT-24300098
  • [Presentation] Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management.

    • Author(s)
      Shusaku Tsumoto, Shoji Hirano
    • Organizer
      International Conference on Granular Computing 2014
    • Place of Presentation
      登別グランドホテル (登別)
    • Year and Date
      2014-10-22 – 2014-10-24
    • Data Source
      KAKENHI-PROJECT-24300058
  • [Presentation] Association of cognitive function with falling in the elderly admitted to a tertiary hospital: preliminary data

    • Author(s)
      Yuko Tsumoto, Miki FUKUMA, Hiromi UCHIDA, Shusaku Tsumoto
    • Organizer
      Conference of East Asisa Forum of Nursing Scholars
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2015-02-05 – 2015-02-06
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Presentation] Cognitive Function and Associated Falls of Elderly Patients in a Specific Function Hospital

    • Author(s)
      Yuko Tsumoto, Miki FUKUMA, Hiromi UCHIDA, Shusaku Tsumoto
    • Organizer
      Aging & Society
    • Place of Presentation
      Washington D.C, USA
    • Year and Date
      2015-11-05 – 2015-11-06
    • Data Source
      KAKENHI-PROJECT-25463301
  • [Presentation] Clinical application of the integrated multicenter discharge summary database

    • Author(s)
      Suzuki T, Doi S, Hatakeyama Y, Honda M, Matsumura Y, Shimada G, Takasaki M, Tsumoto S, Yokoi H, Takabayashi K.
    • Organizer
      Medinfo2015
    • Place of Presentation
      Frei Caneca Convention Center(Sao Paulo city, Brazil)
    • Year and Date
      2015-08-19 – 2015-08-23
    • Data Source
      KAKENHI-PROJECT-24300098
  • 1.  HIRANO Shoji (60333506)
    # of Collaborated Projects: 12 results
    # of Collaborated Products: 124 results
  • 2.  TANAKA Hiroshi (60155158)
    # of Collaborated Projects: 7 results
    # of Collaborated Products: 0 results
  • 3.  HANADA Eisuke (90244095)
    # of Collaborated Projects: 6 results
    # of Collaborated Products: 9 results
  • 4.  ABE Hidenao (00397853)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 31 results
  • 5.  SUZUKI Yasuhiro (50292983)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  TAKABAYASHI Katsuhiko (90188079)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 3 results
  • 7.  Suzuki Kazuyuki (00130071)
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  • 8.  大山 紀美栄 (90014216)
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  • 9.  黒田 敬之 (10013939)
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  • 10.  河村 敏彦 (70435494)
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  • 18.  MIYAMOTO Sadaaki (60143179)
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  • 19.  INUIGUCHI Masahiro (60193570)
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  • 20.  MURAI Tetsuya (90201805)
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  • 21.  SUZUKI Takahiro (40323422)
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  • 25.  HONDA Masayuki (10143306)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 26.  MATSUMURA Yasushi (90252642)
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  • 27.  YOKOI Hideto (50403788)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 28.  FUKUMA Miki (40325056)
    # of Collaborated Projects: 1 results
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  • 30.  REN Fengrong (60280989)
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  • 31.  NAKAKUNI Hideaki (90379678)
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  • 33.  有川 節夫 (40037221)
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  • 36.  鷲尾 隆 (00192815)
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  • 39.  内田 宏美 (30243083)
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  • 40.  津本 優子 (30346390)
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  • 41.  臼井 麻里子 (70636638)
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  • 42.  坂根 可奈子 (40559267)
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  • 43.  山本 渉 (30303027)
    # of Collaborated Projects: 1 results
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  • 44.  佐藤 直樹 (70291721)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 45.  Oda Akiko
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 46.  IWATA Haruko
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 9 results
  • 47.  KONDOH Masafumi
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 48.  TANAKA Yoichiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 49.  GOBARA Atsushi
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 50.  KIMURA Tomohiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 51.  ISHIGAKI Yang
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results
  • 52.  松本 佳宣
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results

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