NII Manabu 新居学

Researcher Number	80336833
Other IDs
Affiliation (Current)	2025: 兵庫県立大学, 工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2018 – 2024: 兵庫県立大学, 工学研究科, 准教授 2016 – 2017: 兵庫県立大学, 工学研究科, 助教 2012 – 2016: 兵庫県立大学, 工学(系)研究科(研究院), 助教 2012: 兵庫県立大学, 大学院・工学研究科, 助教 2011: 兵庫県立大学, 工学研究科, 助教 … More 2007 – 2008: 兵庫県立大学, 工学研究科, 助教 2007: University of Hyogo, 大学院・工学研究科, 助教 2006: 兵庫県立大学, 大学院工学研究科, 助手 2006: 兵庫県立大学, 工学研究科, 助手 Less
Review Section/Research Field	Principal Investigator Fundamental nursing / Basic Section 58050:Fundamental of nursing-related / Sensitivity informatics/Soft computing Except Principal Investigator Basic Section 58050:Fundamental of nursing-related / Basic Section 58060:Clinical nursing-related / Basic Section 58080:Gerontological nursing and community health nursing-related / Gerontological nursing / Soft computing / Fundamental nursing
Keywords	Principal Investigator 看護ケア / 多層ニューラルネットワーク / 機械学習 / ソフトコンピューティング / テキスト分類 / 看護過程評価 / 因果探索 / 説明能力 / Transformer / 言語モデル … More / 看護過程の質改善 / 人工知能 / 看護技術 / ベクトル空間表現 / Bi-directional LSTM / 畳み込みニューラルネットワーク / Word2Vec / 看護の質評価 / 事前学習モデル / 看護ケアテキスト / 看護の質 / コンピュータ支援システム / ファジィ / 遺伝的アルゴリズム / 決定木 / 看護の質向上 / 知識発見 / データマイニング … More Except Principal Investigator 情報機器・知能機器システム / 行動意思決定 / がん看護 / 看護師 / コンピテンシー / 質改善 / AI / 行動変容 / ICT / アプリ開発 / 重症化予防 / 糖尿病 / 保健指導 / 特定健康診査 / 個別化医療 / 看護情報 / 情報探索行動 / 新人看護師 / ベテラン看護師 / 電子カルテ / 改善推進者 / 医療の質・看護の質 / 育成プログラム / 質改善推進者 / 医療・看護の質 / 情報機器・知能機械システム / 行動意思決定論 / ケアの質評価 / 評価指標 / 看護の質評価 / 看護小規模多機能型居宅介護 / 地域包括ケア / 行動特性 / 看護職 / 看多機 / 咀嚼嚥下 / 口腔機能 / 栄養状態 / 食支援 / 食 / 生活再構築 / 在宅看護 / 摂食嚥下 / 高齢者 / クラスタリング / 疾病 / 健康診断データ解析 / ファジィ理論 / ソフトコンピューテング / 情報処理 / 健康管理 / データ解析 / 予知 / 医用画像 / 医工学 / ソフトコンピューティング / 生活習慣病 / 健康データ解析 / 医療・福祉 / ウエアラブルセンサー / BMI / 血液データ / 人工知能 / MRA画像処理 / MEMSセンサー / ファジィ論理 / 予測 / 統計処理 / 自己組織化マップ / 健康診断データ / 情報工学 / 質評価・改善 / 看護ケアの質 / テキストマイニング / インシデント発生率 / Webシステム / 質評価 / 看護ケア Less

Development of AI-assisted decision support platform for cancer patients
- Principal Investigator
  
  川崎優子
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58060:Clinical nursing-related
- Research Institution
  University of Hyogo
Development of data-driven AI-assisted fascinating health instruction system for preventing severe diabetes
- Principal Investigator
  
  坂下玲子
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58080:Gerontological nursing and community health nursing-related
- Research Institution
  University of Hyogo
因果探索による説明能力を付与した多層ニューラルネットによる看護過程の質評価支援Principal Investigator
- Principal Investigator
  
  新居学
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  University of Hyogo
医療・看護における質改善推進者のコンピテンシーに基づく育成プログラムの開発
- Principal Investigator
  
  佐藤しのぶ
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  Aomori University of Health and Welfare
優れた看護実践を導く看護情報の明確化と電子カルテ看護情報提供システムの構築
- Principal Investigator
  
  中西永子
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  University of Hyogo
Competencies of nursing professionals working in the KANTAKI and developing a quality of care evaluation system.
- Principal Investigator
  
  Sakashita Reiko
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  University of Hyogo
Development of an information provision system based on AI-assisted cancer patient decision structure analysis
- Principal Investigator
  
  KAWASAKI YUKO
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58060:Clinical nursing-related
- Research Institution
  University of Hyogo
Nursing-care Quality Improvement using Artificial Intelligence with Multimodal InformationPrincipal Investigator
- Principal Investigator
  
  Nii Manabu
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Fundamental nursing
- Research Institution
  University of Hyogo
Development of a life enhancement model focusing on dining for home care elderly patients
- Principal Investigator
  
  Sakashita Reiko
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Gerontological nursing
- Research Institution
  University of Hyogo
An analysis to prevent human life style diseases in health check up data
- Principal Investigator
  
  HATA Yutaka
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Soft computing
- Research Institution
  University of Hyogo
Development of Computer Aided Nursing-care Text Classification SystemPrincipal Investigator
- Principal Investigator
  
  Nii Manabu
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Fundamental nursing
- Research Institution
  University of Hyogo
Classification and visualization for nursing-care text evaluation by the nursing and engineering cooperationPrincipal Investigator
- Principal Investigator
  
  NII Manabu
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Fundamental nursing
- Research Institution
  University of Hyogo
Development of Web-Based Nursing Care Quality Improvement System
- Principal Investigator
  
  KAMIIZUMI Kazuko
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Fundamental nursing
- Research Institution
  Aomori University of Health and Welfare
看護過程情報の分析による看護の質向上のための要因発見Principal Investigator
- Principal Investigator
  
  新居学
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  University of Hyogo

[Book] 平成27年度日本学術振興会科学研究費研究報告書2016
- Author(s)
  坂下玲子、高見美保、大野かおり、新居学、小野博史、松下健二
- Total Pages
  46
- Publisher
  菱三印刷
- Data Source
  KAKENHI-PROJECT-15H05098
[Journal Article] Factors Involved in Shared Decision-making Regarding Treatment Selection by Patients With Cancer2024
- Author(s)
  KAWASAKI YUKO、HIRAI KEI、NII MANABU、KIZAWA YOSHIYUKI、UCHINUNO ATSUKO
- Journal Title
  
  Cancer Diagnosis & Prognosis
  
  Volume: 4 Issue: 1 Pages: 57-65
- DOI
  10.21873/cdp.10286
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24651
[Journal Article] Comparison of the lifestyle habits of adults with and without suspicion of type 2 diabetes2023
- Author(s)
  中出麻紀子・森本雅和・新居学, 中西永子, 笹嶋宗彦, 小野博史, 河野孝典, 谷田恵子, 坂下玲子
- Journal Title
  
  Phenomena in Nursing
  
  Volume: 7 Issue: 1 Pages: R10-R19
- DOI
  10.24640/purs.7.1_R10
- ISSN
  2432-1958, 2432-4914
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24679
[Journal Article] Factors and Challenges in Increasing the Utilization Rate of a New Long-term Care Service (Kantaki) in a Superaging Society: Cross-sectional Study2023
- Author(s)
  Hiroshi Ono, Kuniko Haga, Eiko Nakanishi, Rika Watanabe, Masashi Manabe, Kenji Awamura, Takanori Kawano, Manabu Nii, Makiko Muya, Reiko Sakashita
- Journal Title
  
  Asian/Pacific Island Nursing Journal
  
  Volume: 7 Pages: e45779-e45779
- DOI
  10.2196/45779
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03076
[Journal Article] Actual situation of decision-making support from medical staff when cancer patients make treatment choices2023
- Author(s)
  Kawasaki Yuko、Hirai Kei、Nii Manabu、Kizawa Yoshiyuki、Uchinuno Atsuko
- Journal Title
  
  Future Oncology
  
  Volume: 19 Issue: 33 Pages: 2263-2272
- DOI
  10.2217/fon-2023-0335
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24651
[Journal Article] ビッグデータに基づく糖尿病重症化リスク予測2022
- Author(s)
  坂下玲子, 森本雅和, 新居学, 中西永子, 小野博史, 谷田恵子, 河野孝典, 笹嶋宗彦, 中出麻紀子
- Journal Title
  
  Phenomena in Nursing
  
  Volume: 6 Issue: 1 Pages: S5-S11
- DOI
  10.24640/purs.6.1_S5
- ISSN
  2432-1958, 2432-4914
- Language
  Japanese
- Open Access
- Data Source
  KAKENHI-PROJECT-23K24679
[Journal Article] 看護小規模多機能型居宅介護で活躍する看護師の行動特性2021
- Author(s)
  坂下玲子, 撫養真紀子, 小野博史, 渡邊里香, 芳賀邦子, 粟村健司, 真鍋雅史, 新居学, 中西永子, 河野孝典
- Journal Title
  
  日本看護科学会誌
  
  Volume: 41 Pages: 665-673
- NAID
  130008159432
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03076
[Journal Article] Multifunctional in-home Long-term Care in Japan2021
- Author(s)
  Watanabe, R., Nakanishi, E., Haga, K., Ono H., Muya, M., Awamura, K., Sakashita, R.
- Journal Title
  
  Asian Journal of Human Services
  
  Volume: 20 Issue: 0 Pages: 34-47
- DOI
  10.14391/ajhs.20.34
- NAID
  130008108715
- ISSN
  2186-3350, 2188-059X
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K10718, KAKENHI-PROJECT-18H03076
[Journal Article] A study on the nationwide distribution of Japanese long-term care Kantaki2020
- Author(s)
  渡邊里香, 小野博史, 芳賀邦子, 真鍋雅史, 粟村健司, 撫養真紀子, 新居学, 中西永子, 坂下玲子．
- Journal Title
  
  Phenomena in Nursing
  
  Volume: 4 Issue: 1 Pages: O11-O19
- DOI
  10.24640/purs.4.1_O11
- NAID
  130007945625
- ISSN
  2432-1958, 2432-4914
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K10718, KAKENHI-PROJECT-18H03076
[Journal Article] A Convolution Neural Network based Nursing-care　Text Classification Model with a New Filter for　Expressing Dependency Relations of Words2018
- Author(s)
  Nii M., Tsuchida Y., Kato Y., Uchinuno A. and Sakashita R.
- Journal Title
  
  The2018 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: Special Issue Pages: 871-876
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03076
[Journal Article] On Map-Based Analysis of Item Relationships in Specific Health Examination Data for Subjects Possibly Having Diabetes2017
- Author(s)
  N. Kamiura, S. Kobashi, M. Nii, T. Yumoto, and I. Yamamoto
- Journal Title
  
  IEICE Trans. on Inf. & Sys.
  
  Volume: 印刷中
- NAID
  130005876096
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25240038
[Journal Article] Rule Representation for Nursing-care Process Evaluation Using Decision Tree Techniques2014
- Author(s)
  Manabu Nii, Kazunobu Takahama, Shota Miyake, Atsuko Uchinuno, Reiko Sakashita
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: Vol.18 No.6 Pages: 918-925
- NAID
  130007673155
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25463332
[Journal Article] Dependency Relation Based Feature Vectors for Classifying Nursing-Care Texts2013
- Author(s)
  Manabu Nii
- Journal Title
  
  International Journal of Intelligent Computing in Medical Sciences & Image Processing
  
  Volume: June Issue: 1 Pages: 57-65
- DOI
  10.1080/1931308x.2013.799319
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23792550
[Journal Article] Genetic Algorithm Based Term Selection for Nursing-Care Freestyle Japanese Text Classification2011
- Author(s)
  Nii Manabu, Yamaguchi Takafumi, Takahashi Yutaka, Sakashita Reiko, Uchinun Atsuko
- Journal Title
  
  International Journal of Intelligent Computing in Medical Sciences and Image Processing
  
  Volume: Vol. 4, No.2 Pages: 119-126
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23792550
[Journal Article] 看護ケアテキストデータ分類システムの開発2008
- Author(s)
  新居学
- Journal Title
  
  知能と情報(日本知能情報ファジイ学会誌) Vol.20,NO.1
  
  Pages: 9-18
- NAID
  110006614042
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700229
[Journal Article] 看護ケアテキストデータ分類システムの開発2008
- Author(s)
  新居学
- Journal Title
  
  知能と情報(日本知能情報ファジィ学会誌) 20(1)
  
  Pages: 9-18
- NAID
  110006614042
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18390572
[Journal Article] Nursing-care Freestyle Text Classification using Support Vector Machines2007
- Author(s)
  Manabu NII
- Journal Title
  
  Proc.of 2007 International Conference on Granular Computing
  
  Pages: 665-668
- NAID
  40017343333
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700229
[Journal Article] Nursing-care Data Classification using Neural Networks2007
- Author(s)
  Manabu NII
- Journal Title
  
  Proc.of 2007 IEEE/ICME International Conference on Complex Medical Engineering
  
  Pages: 431-436
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700229
[Journal Article] A Support Vector Machine based Classification System for Nursing-care Freestyle Texts2007
- Author(s)
  Manabu NII
- Journal Title
  
  Proc.of Int.Conf.on Soft Computing and Human Science
  
  Pages: 87-92
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700229
[Journal Article] Nursing-care Data Classification using Neural Networks2007
- Author(s)
  Manabu Nii
- Journal Title
  
  Proc. of International Conference on Complex Medical Engineering (Accepted)
- Data Source
  KAKENHI-PROJECT-18700229
[Presentation] Observational Study of Electronic Medical Record Information Related to Decision-Making Support for Patients with Cancer2024
- Author(s)
  Eina Nishioka, Yuko Kawasaki, Manabu Nii
- Organizer
  27th East Asian Forum of Nursing Scholars
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24651
[Presentation] 優れた看護実践を行う看護師の電子カルテ情報収集パターン－アイトラッキング技術を用いて－2023
- Author(s)
  中西永子 , 新居学 , 林聡美 , 池田まゆみ , 菰野朱美
- Organizer
  第27回日本看護管理学会学術集会
- Data Source
  KAKENHI-PROJECT-20K10693
[Presentation] 緩和ケア外来を受診したがん患者の意思決定支援に関する観察研究2023
- Author(s)
  新居学, 川崎優子, 西岡英菜, 清原花
- Organizer
  第43回日本看護科学学会学術集会
- Data Source
  KAKENHI-PROJECT-23K24651
[Presentation] がん患者の意思決定支援アプリのfeasibility study2023
- Author(s)
  川崎優子, 新居学, 内布敦子, 木澤義之, 平井啓, 清原花, 西岡英菜
- Organizer
  第28回日本緩和医療学会学術集会
- Data Source
  KAKENHI-PROJECT-23K24651
[Presentation] 乳腺外来を受診したがん患者の意思決定支援に関する観察研究2023
- Author(s)
  川崎優子, 新居学, 西岡英菜, 清原花
- Organizer
  第43回日本看護科学学会学術集会
- Data Source
  KAKENHI-PROJECT-23K24651
[Presentation] 医療診断データからのTransformerを用いた疾患予測の検討2023
- Author(s)
  寒風朋也, 新居学, 中西永子
- Organizer
  第39回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-23K24679
[Presentation] 看護ケアテキスト分類における分類性能向上と分類根拠の可視化2022
- Author(s)
  山崎邦之，新居　学
- Organizer
  第30回インテリジェント・システム・シンポジウム
- Data Source
  KAKENHI-PROJECT-21K10632
[Presentation] がん治療に関わる看護師、薬剤師、MSWの意思決定支援状況 Part22022
- Author(s)
  川崎優子, 平井啓, 内布敦子, 木澤義之, 新居学
- Organizer
  第36回日本がん看護学会学術集会
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] 看護小規模多機能型居宅介護の看護師・介護士の離職率に関連する要因の検討2021
- Author(s)
  中西永子, 渡邊里香, 小野博史, 撫養真紀子, 粟村健司, 河野孝典, 新居学, 芳賀邦子, 真鍋雅史, 坂下玲子
- Organizer
  第25回日本看護管理学会学術集会（横浜/Web開催）
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] がん治療に関わる看護師、薬剤師、MSWの意思決定支援状況2021
- Author(s)
  川崎優子, 平井啓, 中村友理香, 内布敦子, 木澤義之, 新居学
- Organizer
  日本がん看護学会学術集会 35回
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] 係り受け関係を考慮した Continuous Bag of Words の検討2020
- Author(s)
  村本大誠，新居学，小橋昌司
- Organizer
  第 64 回システム制御情報学会研究発表講演
- Data Source
  KAKENHI-PROJECT-17K12090
[Presentation] がん治療に関わる看護師、薬剤師、MSWの意思決定支援状況2020
- Author(s)
  川崎優子、平井啓 , 中村友理香 , 内布敦子 , 木澤義之 , 新居学
- Organizer
  第35回日本がん看護学会学術集会
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] Status of support provided by physicians treating cancer patients for decision making regarding treatment selection by these patients2020
- Author(s)
  Yuko Kawasaki, Kei Hirai, Yukari Nakamura, Atsuko Uchinuno, Yoshiyuki Kizawa, Manabu Nii
- Organizer
  ONS 45th Annual Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] Challenges and interventions in managing KANTAKI in Japan: A qualitative study.2020
- Author(s)
  Hiroshi Ono, Makiko Muya, Rika Watanabe, Kenji Awamura, Kuniko Haga, Masashi Manabe, Manabu Nii, Reiko Sakashita.
- Organizer
  The 6th International Nursing Research Conference of World Academy of Nursing Science
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] Challenges and interventions in managing KANTAKI in Japan : A qualitative study2020
- Author(s)
  Ono H, Muya M, Watanabe R, AwamuraK, Haga K, Manabe M, Nii M, Sakashita R
- Organizer
  The 6th International Nursing Research Conference of World Academy of Nursing Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] Factors involved in decision making regarding treatment selection by cancer patient2020
- Author(s)
  Yuko Kawasaki, Kei Hirai, Yukari Nakamura, Atsuko Uchinuno, Yoshiyuki Kizawa, Manabu Nii
- Organizer
  ONS 45th Annual Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] 看護小規模多機能型居宅介護サービスの運営年数が経営に与える影響2020
- Author(s)
  小野博史, 渡邊里香, 撫養真紀子, 粟村健司, 中西永子, 河野孝典, 新居学, 芳賀邦子, 真鍋雅史,坂下玲子
- Organizer
  日本看護管理学会第24回学術集会
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] 看護小規模多機能型居宅介護の看護師のコンピテンシーの内容妥当性の検討－エキスパートパネルによる調査2020
- Author(s)
  渡邊里香, 撫養真紀子, 小野博史, 粟村健司, 中西永子, 芳賀邦子, 真鍋雅史, 新居学, 河野孝典,坂下玲子
- Organizer
  日本看護科学学会第40回学術集会
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] The Elements of Quality in Home Care Nursing2019
- Author(s)
  Haga K., Muya M., Sakashita R., Ono H., Manabe M., Nii M., Watanabe R. and Uchinuno A.
- Organizer
  East Asian Forum of Nursing Scholars
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] がん患者の意思決定支援における医療従事者の臨床判断構造2019
- Author(s)
  川崎優子, 内布敦子, 木澤義之, 平井啓, 新居学
- Organizer
  第24回日本緩和医療学会学術大会
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] テキストマイニングによる看護小規模多機能型居宅介護の運営方針の分析2019
- Author(s)
  粟村健司, 小野博史, 新居学, 渡邊里香, 真鍋雅史, 芳賀邦子, 撫養真紀子, 坂下玲子
- Organizer
  第23回日本看護管理学会学術集会
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] Estimation of AHuman Activities by Fuzzy Classification Systems for Understanding Subject Persons' Situation2019
- Author(s)
  S. Ahmed, T. Kishi, M. Nii, K. Higuchi and S. Kobashi
- Organizer
  2019 International Conference on Machine Learning and Cybernetics (ICMLC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12090
[Presentation] The elements of quality in home care nursing.2019
- Author(s)
  Haga, K., Muya, M., Sakashita, R., Ono, H., Manabe, M., Nii, M., Uchinuno, A., Watanabe, R
- Organizer
  The 22th East Asian Forum of Nursing Scholars,
- Data Source
  KAKENHI-PROJECT-18H03084
[Presentation] The actual state of the prevalence of new home care service with the secondary analysis of data on Official Statistics in Japan2019
- Author(s)
  Watanabe R, Ono H, Haga K, Manabe M, Muya M, Awamura K, Nii M, Sakashita R
- Organizer
  2019 AAPINA and TWNA Joint International Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] 看護小規模多機能型居宅介護で働く看護師の行動特性分析2019
- Author(s)
  撫養真紀子, 小野博史, 渡邊里香, 芳賀邦子, 粟村健司, 新居学, 真鍋雅史, 坂下玲子
- Organizer
  第39回日本看護科学学会学術集会
- Data Source
  KAKENHI-PROJECT-18H03076
[Presentation] 表面筋電データによる舌の動きに着目した咀嚼嚥下動作解析2017
- Author(s)
  岡島聖太, 新居学, 坂下玲子, 濱田三作男, 小橋昌司
- Organizer
  第33回ファジィシステムシンポジウム
- Data Source
  KAKENHI-PROJECT-15H05098
[Presentation] Tongue movement classification in chewing and swallowing using electromyography2017
- Author(s)
  Nii M.,Okajima S., Sakashita R., Hamada M. and Kobashi S.
- Organizer
  The 6th International Conference on Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05098
[Presentation] 筋電を利用した咀嚼嚥下動作解析2017
- Author(s)
  岡島聖太, 新居学, 坂下玲子, 濱田三作男, 小橋昌司
- Organizer
  第６１回システム制御情報学会研究発表講演会
- Data Source
  KAKENHI-PROJECT-15H05098
[Presentation] Nursing-care Text Classification using Word Vector Representation and Convolutional Neural Network2017
- Author(s)
  Manabu Nii,Yuya Tsuchida,Yusuke Kato,Atsuko Uchinuno and Reiko Sakashita
- Organizer
  Joint 17th World Congress of International Fuzzy Systems Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12090
[Presentation] Analysis of classification results for the nursing-care text evaluation using convolutional neural networks2017
- Author(s)
  Manabu Nii, Yuta Tsuchida, Yusuke Kato, Atsuko Uchinuno, Reiko Sakashita
- Organizer
  The 6th International Conference on Informatics, Electronics & Vision(ICIEV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12090
[Presentation] Nursing-care Text Evaluation using Word Vector Representations Realized by word2vec2016
- Author(s)
  Manabu Nii
- Organizer
  IEEE World Congress on Computational Intelligence
- Place of Presentation
  Vancouver, Canada
- Year and Date
  2016-07-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25463332
[Presentation] 筋電データによる咀嚼嚥下の動作解析手法に関する一考察2016
- Author(s)
  岡島聖太，新居学，岩本拓也，坂下玲子
- Organizer
  第60回システム制御情報学会研究発表講演会
- Place of Presentation
  京都テルサ、京都市
- Year and Date
  2016-05-25
- Data Source
  KAKENHI-PROJECT-15H05098
[Presentation] A Movement Analysis of Jaws and A Tongue by Use of EMG Signals for Chewing and Swallowing Evaluation2016
- Author(s)
  Okajima S, Nii M, Iwamoto T, Tsuchida Y, Sakashita R, Hamada M
- Organizer
  The 6th International Symposium in Computational Medical and Health Technology
- Place of Presentation
  Kaohsiung, Taiwan
- Year and Date
  2016-09-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05098
[Presentation] A Matrix-based Feature Vector Definition and a SVM-BDT-based Classification System for Classifying Nursing-care Texts2015
- Author(s)
  Manabu Nii
- Organizer
  IEEE International Conference on Fuzzy Systems
- Place of Presentation
  Istanbul, Turkey
- Year and Date
  2015-08-02
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25463332
[Presentation] Improvement of Fuzzy Neural Network based Human Activity Estimation System2015
- Author(s)
  Manabu Nii, Takuya Iwamoto, Yuichi Ishibashi, and Daiki Komori
- Organizer
  2015 IEEE Int. Conf. on Systems, Man, and Cybernetics
- Place of Presentation
  City University of Hong Kong (Hong　Kong、China)
- Year and Date
  2015-11-18
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25240038
[Presentation] Consideration about Utilizing Text Architecture for Making Feature Vectors in Classifying Nursing-Care Texts2013
- Author(s)
  Manabu Nii
- Organizer
  IEEE International Conference on Systems, Man, and Cybernetics
- Place of Presentation
  Manchester, UK
- Data Source
  KAKENHI-PROJECT-25463332
[Presentation] Classification Rule Representation for Nursing-care Process Evaluation2013
- Author(s)
  Manabu Nii
- Organizer
  International Symposium on Advanced Intelligent Systems
- Place of Presentation
  Daejeon, Korea
- Data Source
  KAKENHI-PROJECT-25463332
[Presentation] Feature Definition using Dependency Relations between Terms for Improving Nursing-care Text Classification2012
- Author(s)
  Manabu Nii
- Organizer
  2012 Fifth International Conference on Emerging Trends in Engineering & Technology
- Place of Presentation
  Himeji, Japan
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] An Approach using Conceptual Fuzzy Sets for Nursing-care Text Classification2012
- Author(s)
  Nii Manabu, Takahashi Yutaka, Uchinuno Atsuko, Sakashit Reiko
- Organizer
  Proc. of World Automation Congress 2012
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] An Approach using Conceptual Fuzzy Sets for Nursing-care Text Classification2012
- Author(s)
  Manabu Nii
- Organizer
  World Automation Congress 2012
- Place of Presentation
  Puerto Vallarta, Mexico
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] New Feature Definition for Improvement of Nursing-care Text Classification2012
- Author(s)
  Manabu Nii
- Organizer
  2012 IEEE International Conference on Systems, Man, and Cybernetics
- Place of Presentation
  Seoul, Korea
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] New Feature Definition for Improvement of Nursing-care Text Classification2012
- Author(s)
  Nii Manabu, Hirohata Yoshinori, Uchinuno Atsuko, Sakashit Reiko
- Organizer
  2012 IEEE International Conference on Systems
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] Feature Definition using Dependency Relations between Terms for Improving Nursing-care Text Classification2012
- Author(s)
  Nii Manabu, Hirohata Yoshinori, Uchinuno Atsuko, Sakashit Reiko
- Organizer
  Proc. of 2012 Fifth International Conference on Emerging Trends in Engineering & Technology
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] Nursing-care Text Classification using Additional Term Information from Web2011
- Author(s)
  Nii Manabu, Yamaguchi Takafumi, Mori Yusuke, Takahashi Yutaka, Uchinuno Atsuko, Sakashit Reiko
- Organizer
  Proc. of 2011 IEEE International Conference on Fuzzy Systems
- Place of Presentation
  Taipei, Taiwan
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] Nursing-care Text Classification using Additional Term Information from Web2011
- Author(s)
  Manabu Nii
- Organizer
  2011 IEEE International Conference on Fuzzy Systems
- Place of Presentation
  Grand Hyatt Taipei, Taiwan
- Data Source
  KAKENHI-PROJECT-23792550
[Presentation] A Support Vector Machine based Classification System for Nursing-careFreestyle Texts2007
- Author(s)
  Manabu NII
- Organizer
  Int.Conf.on Soft Computing and Human Science
- Place of Presentation
  Fukuoka,Japan
- Data Source
  KAKENHI-PROJECT-18700229
[Presentation] Webアプリケーションにより収集された看護ケアテキストデータの分類2007
- Author(s)
  新居学
- Organizer
  第23回ファジイシステムシンポジウム
- Place of Presentation
  名城大学天白キャンパス
- Data Source
  KAKENHI-PROJECT-18700229
[Presentation] Nursing-care Freestyle Text Classification using Support Vector Machines2007
- Author(s)
  Manabu NII
- Organizer
  2007 International Conference on Granular Computing
- Place of Presentation
  Silicon VaUey,CA
- Data Source
  KAKENHI-PROJECT-18700229
[Presentation] Nursing-care Data Classification using Neural Networks2007
- Author(s)
  Manabu NII
- Organizer
  2007 IEEE/ICME International Conference on Complex Medical Engineering
- Place of Presentation
  Beijing,China
- Data Source
  KAKENHI-PROJECT-18700229
[Presentation] Soft Class Decision for Nursing-care text classification using a K-Nearest Neighbor based System
- Author(s)
  Manabu Nii
- Organizer
  2014 IEEE International Conference on Fuzzy Systems
- Place of Presentation
  Beijing, Chaina
- Year and Date
  2014-07-06 – 2014-07-11
- Data Source
  KAKENHI-PROJECT-25463332
[Presentation] A Directed Graph based Feature Definition for Classifying Nursing-care Texts
- Author(s)
  Manabu Nii
- Organizer
  2014 IEEE International Conference on Systems, Man, and Cybernetics
- Place of Presentation
  San Diego, CA, USA
- Year and Date
  2014-10-05 – 2014-10-08
- Data Source
  KAKENHI-PROJECT-25463332

1. SAKASHITA Reiko (40221999)

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NII Manabu 新居 学

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因果探索による説明能力を付与した多層ニューラルネットによる看護過程の質評価支援Principal Investigator

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Nursing-care Quality Improvement using Artificial Intelligence with Multimodal InformationPrincipal Investigator

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Development of Computer Aided Nursing-care Text Classification SystemPrincipal Investigator

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Classification and visualization for nursing-care text evaluation by the nursing and engineering cooperationPrincipal Investigator

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看護過程情報の分析による看護の質向上のための要因発見Principal Investigator

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[Book] 平成27年度日本学術振興会科学研究費研究報告書2016

NII Manabu 新居学

[Journal Article] A Convolution Neural Network based Nursing-care　Text Classification Model with a New Filter for　Expressing Dependency Relations of Words2018