Rchr

J-GLOBAL ID：200901047746370592 Update date: Jan. 30, 2024

Tsumoto Shusaku

Tsumoto Shusaku | Tsumoto Shusaku

Affiliation and department：
Homepage URL (1)： http://www.med.shimane-u.ac.jp/med_info/tsumoto/index.htm

Research field (2)： Medical systems , Intelligent informatics

Research keywords (8)：医療情報学 , 粒度計算論 , ラフ集合 , データマイニング , Granular Computing , Artificial Intelligence , Rough Sets , Data Mining

Research theme for competitive and other funds (37)：

2020 - 2025 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
2015 - 2020 New development of prevention system focusing on risk modes and advanced online monitoring technology
2018 - 2020 病院情報システムの知能化のためのアクティブマイニングプロセスに関する研究
2013 - 2017 Development of the assessment tool for fall prevention from BPSDz8Behavioral and Psychological Symptoms of Dementia) and Frail for elderly people with dementia
2015 - 2017 診療クリニカルパス自動生成のためのアクティブマイニングプロセスに関する研究

2012 - 2015 Construction of the integrated multicentre discharge summary database

2012 - 2014 知的診療支援システム開発のためのアクティブマイニングに関する研究

2009 - 2011 診療プロセス管理のための時系列アクティブマイニングに関する研究

2009 - 2010 サービス科学の観点に基づく病院管理学の展開

2007 - 2009 Establishing the method of rough set clustering

2007 - 2008 Active Mining for Development of Optimal Interface for Electronic Patient Records

2005 - 2006 Application of Active Mining to Prevention of Medical Incidents and Accidents

2005 - Risk Mining

2003 - 2004 Medical ubiquitous computing

2003 - 2004 Development of a Knowledge-Based Clinical Decision Support System for Community Medicine using PDA

2001 - 2004 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

2001 - 2004 「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

2002 - Granular Computing

2000 - 2001 Development and Evaluation of Telemedicine Support System based on Rule-based and Case-based Reasoning

2001 - Temporal Data Mining

1997 - 1998 Inference of molecular phylogenetic tree based on minimum complexity principle

1996 - 1997 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

1996 - 1997 Knowledge discovery in clinical databases based on rough set model

1996 - 1996 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

1996 - 1996 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

1995 - 1995 自己再帰構造論に基づく計算生命系の構築

1994 - 1995 Automated Knowledge Acguisition based on Rough Sets and Resampling Methods

1994 - 1994 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

Rough Sets and Knowledge Acquisition

Medical Data Mining

Formalization of Machine Learning Methods based on Rough Sets and Matroid theory

粒度論

データマイニングに基づく病院管理

サービス科学

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

定量的リスク科学

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Papers (28)：

Muneto Izuhara, Hisae Kihara Izuhara, Keiko Tsuchie, Tomoko Araki, Tsukasa Ito, Kouhei Sato, Syoko Miura, Koji Otsuki, Michiharu Nagahama, Maiko Hayashida, et al. Studies Support the Use of Suvorexant for the Prevention of Delirium. The Journal of clinical psychiatry. 2021. 82. 3
Muneto Izuhara, Hisae Kihara Izuhara, Keiko Tsuchie, Tomoko Araki, Tsukasa Ito, Kouhei Sato, Shoko Miura, Koji Otsuki, Michiharu Nagahama, Maiko Hayashida, et al. Real-World Preventive Effects of Suvorexant in Intensive Care Delirium: A Retrospective Cohort Study. The Journal of clinical psychiatry. 2020. 81. 6
Shusaku Tsumoto, Shoji Hirano. Construction of Linguistic Variables based on Rule Induction and Concept Hierarchy. 2016 IEEE 15TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC). 2016. 516-522
Shusaku Tsumoto, Shoji Hirano. Mining Probabilistic Rules using Nonmonotonic Rule Layers. PROCEEDINGS OF 2015 IEEE 14TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC). 2015. 184-191
Shusaku Tsumoto, Shoji Hirano. Formalization of Medical Diagnostic Rules. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, RSFDGRC 2015. 2015. 9437. 24-35

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MISC (188)：

Yingxu Wang, Lotfi A. Zadeh, Bernard Widrow, Newton Howard, Françoise Beaufays, George Baciu, D. Frank Hsu, Guiming Luo, Fumio Mizoguchi, Shushma Patel, et al. Abstract intelligence: Embodying and enabling cognitive systems by mathematical engineering. International Journal of Cognitive Informatics and Natural Intelligence. 2017. 11. 1. 1-15
Online Learning based on Rough-set Model. 2016. 32. 547-552
Shusaku Tsumoto, Shoji Hirano. Algebra in Combinatorics of Statistical Dependence. Science Mathematicae Japonicae. 2016. 28. 1. 41-54
Mei-Hui Wang, Kanta Kurozumi, Mikiko Kawaguchi, Chang-Shing Lee, Hiroshi Tsuji, Shusaku Tsumoto. Healthy diet assessment mechanism based on fuzzy markup language for Japanese food. SOFT COMPUTING. 2016. 20. 1. 359-376
Shusaku Tsumoto, Shoji Hirano. Multidimensional temporal mining in hospital information system. IJCISTUDIES. 2016. 5. 1. 317-337

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Books (115)：

Fabio Massimo Zanzotto, Shusaku Tsumoto, Niels Taatgen, Yiyu Yao
Springer Verlag 2012
Intelligent Information Processing
Springer 2010
Social, Behavioral and Predictive Computing
Springer 2010
Transactions on Rough Sets XII
Springer 2010
神経医工学
オーム社 2009

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Lectures and oral presentations (182)：

Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering
(IEEE SMC 2018 2018)
Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering
(IEEE SMC 2018 2018)
オーダー履歴による待ち時間分析
(第6回医用人工知能研究会 2018)
Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries
(IEEE ICDM 2018 2018)
From Hospital Big Data to Clinical Process: A Granular Computing Approach
(IEEE Big Data 2018 2018)

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Professional career (1)：

Ph.D. (Dr of Engineering) (Tokyo Institute of Technology)

Committee career (18)：

2017 - 現在 International Society of Complexi Medical Engineering 理事
2015 - 現在 IEEE SMC TC on Granular Computing Chair
2014 - 現在 IEEE Big Data Steering Committee 委員
2018 - 2020 人工知能学会副会長
2014 - 2018 ICHI Sttering Committee 運営委員

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Awards (3)：

2016 - ISME2016 Runner-up Award
2016 - ITQM 2016 Best Paper Award
2012 - ヘルスケアITトラック優秀論文賞

Association Membership(s) (16)：

AAAI , SPIE , AMIA , IEEE , ACM , International Granular Computing Society , 複合医工学会 , 日本知能情報ファジィ学会 , IEEE Big Data Steering Committee , 複合医工学会 (ICME) , 医療情報学会 , ICHI Sttering Committee , ICME , IEEE SMC TC on Granular Computing , International Society of Complexi Medical Engineering , 人工知能学会

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