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Evaluation of care skills using wearable sensors

Research Project

Project/Area Number 17H01779
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Human interface and interaction
Research InstitutionKyoto University

Principal Investigator

Nakazawa Atsushi  京都大学, 情報学研究科, 准教授 (20362593)

Co-Investigator(Kenkyū-buntansha) 吉川 左紀子  京都大学, こころの未来研究センター, 特定教授 (40158407)
本田 美和子  独立行政法人国立病院機構(東京医療センター臨床研究センター), その他部局等, 医長 (40575263)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2020: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2019: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2018: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2017: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Keywords介護 / ユマニチュード / コンピュータビジョン / 心理 / 人間情報学 / 画像認識 / 一人称視点 / 視線 / コンピュータービジョン / 一人称視点映像 / 優しい介護 / 表情筋 / ウェアラブル / ヒューマンインタフェース・インタラクション / 画像計測
Outline of Final Research Achievements

In this project, we first studied about what is a better caregiving method for people with dementia, then, on top of the findings, developed a method to evaluate its effectiveness by quantifying (1) caregiving skills and (2) caregiving effectiveness in dementia care using wearable devices worn by caregivers and statistical data analysis technology. In this end, we showed that (1) the effect of reducing the physical and psychological burden of caregivers by applying good caregiving skills, (2) the index of good caregiving skills and its effect on caregivers, and (3) the development of a caregiving skill self-training system using wearable devices.

Academic Significance and Societal Importance of the Research Achievements

認知症ケアの問題は先進国で大きな問題になりつつあるが、高齢化が急速に進展している我が国が世界に先んじて直面している問題である。本プロジェクトがこの問題に対して、世界に先駆けて取り組むことは先進的な事例となった。
学術的には、介護ケアスキルの違いが介護者・被介護者の肉体的・心理的負担にどの程度効果があるかを定量的に示した。具体的には、ウェアラブルカメラを用いて、介護熟達者と初心者の間での、介護・被介護者の顔間距離・姿勢に大きな差があることが明らかになった。また、被介護者の姿勢が介護シーンにおいてどのような心理的影響を与えるかをはじめて示した。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (70 results)

All 2021 2020 2019 2018 2017 2016

All Journal Article (21 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 16 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (41 results) (of which Int'l Joint Research: 6 results,  Invited: 13 results) Book (8 results)

  • [Journal Article] The Influence of the Other's Gaze Direction, Facial Expressions and the Participant's Posture on the Interpersonal Cognition on a Nursing Care Bed-Examination Using a Head-mounted Display-2021

    • Author(s)
      布井 雅人、吉川 左紀子、中澤 篤志
    • Journal Title

      電子電子情報通信学会論文誌A 基礎・境界

      Volume: J104-A Issue: 2 Pages: 40-48

    • DOI

      10.14923/transfunj.2020HAP0002

    • ISSN
      1881-0195
    • Year and Date
      2021-02-01
    • Related Report
      2020 Annual Research Report
  • [Journal Article] Comparison of Gaze Skills Between Expert and Novice in Elderly Care2020

    • Author(s)
      Iwamoto Miyuki、Nakazawa Atsushi
    • Journal Title

      International Conference on Human-Computer Interac.

      Volume: 1 Pages: 91-100

    • DOI

      10.1007/978-3-030-50249-2_7

    • ISBN
      9783030502485, 9783030502492
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Examination of Gaze During Conversation for Designing Culture-Based Robot Behavior2020

    • Author(s)
      Hardjasa Louisa、Nakazawa Atsushi
    • Journal Title

      International Conference on Human-Computer Interac.

      Volume: 1 Pages: 475-488

    • DOI

      10.1007/978-3-030-49570-1_33

    • ISBN
      9783030495695, 9783030495701
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] GAN-based Style Transformation to Improve Gesture-recognition Accuracy2020

    • Author(s)
      Suzuki Noeru、Watanabe Yuki、Nakazawa Atsushi
    • Journal Title

      Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

      Volume: 4 Issue: 4 Pages: 1-20

    • DOI

      10.1145/3432199

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A generative self-ensemble approach to simulated+unsupervised learning2020

    • Author(s)
      Mitsuzum, Yu and Irie, Go and Kimura, Akisato and Atsushi Nakazawa
    • Journal Title

      2020 IEEE International Conference on Image Processing

      Volume: 1 Pages: 1-8

    • NAID

      40021865539

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] First-person video analysis for evaluating skill level in the humanitude tender-care technique2020

    • Author(s)
      Nakazawa, A., Mitsuzumi, Y., Watanabe, Y., Kurazume, R., Yoshikawa, S., & Honda, M.
    • Journal Title

      Journal of Intelligent & Robotic Systems

      Volume: 98 Issue: 1 Pages: 103-118

    • DOI

      10.1007/s10846-019-01052-8

    • NAID

      120006652984

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Eye Contact Detection from Third Person Video2020

    • Author(s)
      Ohshima Yuki、Nakazawa Atsushi
    • Journal Title

      Asian Conference on Computer Vision (ACCV)

      Volume: 1 Pages: 667-677

    • DOI

      10.1007/978-3-030-41299-9_52

    • ISBN
      9783030412982, 9783030412999
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] [papers] General Improvement Method of Specular Component Separation Using High-Emphasis Filter and Similarity Function2019

    • Author(s)
      Yamamoto Takahisa、Nakazawa Atsushi
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 7 Issue: 2 Pages: 92-102

    • DOI

      10.3169/mta.7.92

    • NAID

      130007622432

    • ISSN
      2186-7364
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatio-temporal eye contact detection combining CNN and LSTM2019

    • Author(s)
      Watanabe Yuki、Nakazawa Atsushi、Mitsuzumi Yu、Nishida Toyoaki
    • Journal Title

      International Conference on Machine Vision Applications

      Volume: 1 Pages: 1-8

    • DOI

      10.23919/mva.2019.8757989

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Point of Gaze Estimation Using Corneal Surface Reflection and Omnidirectional Camera Image2018

    • Author(s)
      OGAWA Taishi、NAKAZAWA Atsushi、NISHIDA Toyoaki
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 5 Pages: 1278-1287

    • DOI

      10.1587/transinf.2017MVP0020

    • NAID

      130006729796

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2018-05-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Eye Contact Detection Algorithms Using Deep Learning and Generative Adversarial Networks2018

    • Author(s)
      Mitsuzumi Yu、Nakazawa Atsushi
    • Journal Title

      2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

      Volume: 1-1 Pages: 1-4

    • DOI

      10.1109/smc.2018.00666

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational Tender-Care Science: Computational and Cognitive Neuroscientific Approaches for Understanding the Tender Care2018

    • Author(s)
      Nakazawa A.; Kurazume R.; Honda M.; Sato W.; Ishikawa S.; Yoshikawa S.; Ito M.
    • Journal Title

      IUI Workshop on Symbiotic Interaction and Harmonius Collaboration for Wisdom Computing, 1, 1-9

      Volume: Vol.1 Pages: 1-8

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational Tender-Care Science: Computational and Cognitive Neuro-scientific Approaches for Understanding the Tender Care2018

    • Author(s)
      Atsushi Nakazawa, Kyoto University, Japan, Ryo Kurazume, Kyushu University, Japan, Miwako Honda, Tokyo Medical Center, Sato Wataru, Kyoto University, Japan, Shogo Ishikawa, Shizuoka University, Japan, Sakiko Yoshikawa
    • Journal Title

      Workshop on Elderly Care Robotics, Technology and Ethics

      Volume: Vol. 1 Pages: 1-8

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational Tender-Care Science: Computational and Cognitive Neuroscientific Approaches for Understanding the Tender Care2018

    • Author(s)
      Nakazawa A.; Kurazume R.; Honda M.; Sato W.; Ishikawa S.; Yoshikawa S.; Ito M.
    • Journal Title

      IUI Workshop on Symbiotic Interaction and Harmonius Collaboration for Wisdom Computing

      Volume: 1 Pages: 1-9

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 患者・医師間のコミュニケーション : その作用の背景とエビデンス2017

    • Author(s)
      本田美和子
    • Journal Title

      総合診療

      Volume: 27(5) Pages: 568-571

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 総合診療2017

    • Author(s)
      本田美和子
    • Journal Title

      総合診療

      Volume: 27(5) Pages: 593-599

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Point of gaze estimation using corneal surface reflection and omnidirectional camera image2017

    • Author(s)
      Ogawa Taishi、Nakazawa Atsushi、Nishida Toyoaki
    • Journal Title

      2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA)

      Volume: 1 Pages: 201-204

    • DOI

      10.23919/mva.2017.7986842

    • NAID

      130006729796

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 医療コミュニケーションにおける人工知能の可能性 医師の「五感」をも定量化できる時代へ2017

    • Author(s)
      中澤篤志
    • Journal Title

      総合診療

      Volume: 第27巻,5号 Pages: 621-623

    • Related Report
      2017 Annual Research Report
  • [Journal Article] DEEP eye contact detector: Robust eye contact bid detection using convolutional neural network2017

    • Author(s)
      Mitsuzumi Y; Nakazawa A.; Nishida T.
    • Journal Title

      British Machine Vision Conference (BMVC2017)

      Volume: 1 Pages: 1-12

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Noninvasive Corneal Image-Based Gaze Measurement System2017

    • Author(s)
      Eunji Chong, Christian Nitschke, Atsushi Nakazawa, Agata Rozga, James M Rehg
    • Journal Title

      arXiv preprint arXiv:1708.00908

      Volume: 1 Pages: 1-8

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Registration of eye reflection and scene images using an aspheric eye model2016

    • Author(s)
      Atsushi Nakazawa, Christian Nitschke, Toyoaki Nishida
    • Journal Title

      Journal of the Optical Society of America

      Volume: 33 Issue: 8 Pages: 2264-2276

    • DOI

      10.1080/01691864.2016.1277552

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] 優しさを伝えるケア技術・ユマニチュード2021

    • Author(s)
      本田美和子
    • Organizer
      東京都理学療法学術大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 認知症高齢者救急搬送のためのユマニチュード教育受講と人工知能の映像解析によるその評価2021

    • Author(s)
      阿比留幸貴 財部弘幸 本田美和子
    • Organizer
      第29回全国救急隊員シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 技術遠隔指導アプリを用いた気管挿管認定救急救命士再教育プログラムとその評価2021

    • Author(s)
      財部弘幸 納富一則 本田美和子
    • Organizer
      第29回全国救急隊員シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 角膜表面反射画像からのシーン識別2021

    • Author(s)
      大嶋佑紀 and 前田響介 and 枝本祐典 and 中澤篤志
    • Organizer
      電子情報通信学会バイオメトリクス研究会 (BioX)
    • Related Report
      2020 Annual Research Report
  • [Presentation] StyleGANに基づく顔動作の感情変換2021

    • Author(s)
      竹内至生 and 中澤篤志
    • Organizer
      IEICE MVE IMQ IE CQ
    • Related Report
      2020 Annual Research Report
  • [Presentation] Reduction of family caregivers’ burden by an innov…2020

    • Author(s)
      Masaki Kobayashi, Miwako Honda, et al.
    • Organizer
      International Congress of the European Union Geria…
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 優しさを伝えるケア技術・ユマニチュード2020

    • Author(s)
      本田美和子
    • Organizer
      第32回ハンセン病コ・メディカル学術集会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 人工知能で評価できる優しさを伝えるケア技術・ユマニチュード2020

    • Author(s)
      本田美和子
    • Organizer
      第24回日本統合医療学会学術大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Cultural Differences in Gaze Behavior during Conve…2020

    • Author(s)
      Louisa Hardjasa, Atsushi Nakazawa
    • Organizer
      電子情報通信学会HCGシンポジウム2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] 介護者とのコミュニケーションにおける被介護者の反応の分析2020

    • Author(s)
      岩元美由紀 and 中澤篤志
    • Organizer
      電子情報通信学会HCGシンポジウム2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] 感情惹起に関わる画像中の内容と感情価判断の個人間のばらつき2020

    • Author(s)
      竹内至生 and 中澤篤志
    • Organizer
      電子情報通信学会HCGシンポジウム2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Effect of an educational method that uses role pla…2020

    • Author(s)
      Aoyagi H, Takeuchi T, Okamoto E, Touyama H, Honda …
    • Organizer
      The 34th Alzheimer’s disease international
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Cross-Cultural Examination of Gaze and Eye Behavior during Conversation2020

    • Author(s)
      Louisa Hardjasa
    • Organizer
      電子情報通信学会HCGシンポジウム2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] 深層学習を用いた三人称視点映像からのアイコンタクト識別2019

    • Author(s)
      大嶋佑紀
    • Organizer
      研究報告コンピュータビジョンとイメージメディア(CVIM), 13, pp1-8, 2019-CVIM-217
    • Related Report
      2019 Annual Research Report
  • [Presentation] 敵対的生成ネットワークを用いた角膜表面反射画像からのシーン識別2019

    • Author(s)
      枝本祐典
    • Organizer
      研究報告コンピュータビジョンとイメージメディア(CVIM), 12, pp1-8, 2019-CVIM-217
    • Related Report
      2019 Annual Research Report
  • [Presentation] 深層学習を用いた動画像からのソーシャルタッチ検出2019

    • Author(s)
      赤塚大地
    • Organizer
      研究報告コンピュータビジョンとイメージメディア(CVIM), 14, pp1-8, 2019-CVIM-217
    • Related Report
      2019 Annual Research Report
  • [Presentation] MotionGAN: 関節パラメータの敵対的学習による 動作スタイル生成2019

    • Author(s)
      渡辺祐貴
    • Organizer
      研究報告コンピュータビジョンとイメージメディア(CVIM), 23, pp1-9, 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] 口腔ケアにおける介護者及び被介護者間の視線行動の分析2019

    • Author(s)
      岩元美由紀
    • Organizer
      電子情報通信学会HCGシンポジウム2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Generative Adversarial Networks を用いたキーポーズからのキャラクタ動作生成2019

    • Author(s)
      渡辺祐貴
    • Organizer
      研究報告コンピュータグラフィックスとビジュアル情報学 (CG), 2, pp1-7, 2019
    • Related Report
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  • [Presentation] Style Transfer Networkを用いた動作データの個性化によるジェスチャ認識の精度向上2019

    • Author(s)
      鈴木 乃依瑠
    • Organizer
      研究報告ユビキタスコンピューティングシステム (UBI), 1, pp1-7, 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] マルチモーダル・ケア技術の技術評価と臨床効果2019

    • Author(s)
      本田美和子
    • Organizer
      第37回日本ロボット学会
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  • [Presentation] ICUにおけるせん妄と身体抑制への多面的包括ケア方法論2019

    • Author(s)
      本田美和子
    • Organizer
      第1回日本ユマニチュード学会総会
    • Related Report
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  • [Presentation] 半教師あり学習によるアイコンタクト検出2018

    • Author(s)
      三鼓 悠, 中澤篤志
    • Organizer
      信学技報 117(391), 339-345, 2018-01-18
    • Related Report
      2018 Annual Research Report
  • [Presentation] 人の目の観察により導き出されるもの ~ 注視・環境情報・介護スキルの推定 ~2018

    • Author(s)
      中澤篤志
    • Organizer
      電子情報通信学会ヒューマン情報処理研究会(HIP),日本光学会視覚研究グループ
    • Related Report
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    • Invited
  • [Presentation] 優しい介護」インタラクションの計算的・脳科学的解明 ~パターン認識は介護に何ができるのか?~2018

    • Author(s)
      中澤篤志
    • Organizer
      第17回情報科学技術フォーラム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 人の視覚情報の可視化と優しい介護技術学習への展開2018

    • Author(s)
      中澤篤志
    • Organizer
      破壊的イノベーションがもたらすデジタル社会研究会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] PRMU応用研究におけるオープンアイデア ~ PRMU第二期グランドチャレンジ ~2017

    • Author(s)
      中澤篤志・山崎俊彦・松下康之・安倍 満・舩冨卓哉・木村昭悟・内田誠一・前田英作
    • Organizer
      電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 0913-5685 電子情報通信学会 2017-12-17 117 362 41-43 https://ci.nii.ac.jp/naid/40021432486/
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 深層学習を用いた可視光画像からの瞳孔検出と注視点推定への応用2017

    • Author(s)
      北角 一哲,中澤 篤志,西田 豊明
    • Organizer
      電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 0913-5685 電子情報通信学会 2018-01-18 117 392 93-99 https://ci.nii.ac.jp/naid/40021465187/
    • Related Report
      2017 Annual Research Report
  • [Presentation] 半教師あり学習によるアイコンタクト検出2017

    • Author(s)
      三鼓 悠,中澤 篤志,西田 豊明
    • Organizer
      電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 0913-5685 電子情報通信学会 2018-01-18 117 392 339-345 https://ci.nii.ac.jp/naid/40021465692
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた自己撮影画像の撮影位置検索2017

    • Author(s)
      江川 佳輝,小川 太士,中澤 篤志
    • Organizer
      電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 0913-5685 電子情報通信学会 2018-01-18 117 392 333-337 https://ci.nii.ac.jp/naid/400
    • Related Report
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  • [Presentation] Novel Video-based Education System for Professional Caregivers of persons with Dementia.2017

    • Author(s)
      Miwako Honda, Yves Gineste
    • Organizer
      Global Ageing conference
    • Related Report
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    • Int'l Joint Research / Invited
  • [Presentation] Intelligence artificielle et soins,developpement d’un outil elearning,bilan des recherches.2017

    • Author(s)
      Miwako Honda
    • Organizer
      10e colloque Approches Non-medeicamenteuses.
    • Related Report
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    • Int'l Joint Research / Invited
  • [Presentation] 認知症ケアにおける気づきを促す映像を用いたグループ学習の実践と評価2017

    • Author(s)
      本田美和子 et al.
    • Organizer
      2017年度人工知能学会全国大会(第31回)
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  • [Presentation] スタンディングマシンを活用した認知症の人への立位時間を確保した事例報告2017

    • Author(s)
      本田美和子 et al.
    • Organizer
      第18回日本認知症ケア学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 「優しさを伝えるケア技術・ユマニチュード」緩和医療への導入とその実践2017

    • Author(s)
      本田美和子
    • Organizer
      第22回日本緩和医療学会学術集会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ユマニチュード『ともにいる』というケアの哲学2017

    • Author(s)
      本田美和子
    • Organizer
      第28回日本嗜癖行動学会仙台大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 優しさを伝えるケア技術とその客観的評価2017

    • Author(s)
      本田美和子
    • Organizer
      日本医療マネジメント学会 第16回九州・山口連合大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] The environmental light and your eye -- retrieving your vision using computer vision --2017

    • Author(s)
      中澤 篤志
    • Organizer
      CiNet Talk Series
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 人の視覚情報の可視化と優しい介護技術学習への展開2017

    • Author(s)
      中澤 篤志
    • Organizer
      破壊的イノベーションがもたらすデジタル社会研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] The psychological and neural mechanisms of rapid emotional responses.2017

    • Author(s)
      Sato, W.
    • Organizer
      SWPS University, Warsaw, Poland.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The psychological and neural mechanisms of impaired unconscious joint attention in autism.2017

    • Author(s)
      Sato, W.
    • Organizer
      What is Unique and What is Typical of Human Mind?
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Book] 金融取引における認知症高齢者支援の手引き2020

    • Author(s)
      本田美和子
    • Total Pages
      20
    • Publisher
      全国地方銀行協会 研修テキスト
    • Related Report
      2020 Annual Research Report
  • [Book] 情報医学の視点から見たユマニチュード2020

    • Author(s)
      本田美和子
    • Total Pages
      20
    • Publisher
      Academia
    • Related Report
      2020 Annual Research Report
  • [Book] 優しさを伝えるマルチモーダル・ケア技術2019

    • Author(s)
      本田美和子
    • Total Pages
      4
    • Publisher
      日本精神衛生会
    • Related Report
      2019 Annual Research Report
  • [Book] ユマニチュードという革命 韓国語版2019

    • Author(s)
      本田美和子, イヴ・ジネスト
    • Publisher
      DaeKwang Medical
    • Related Report
      2019 Annual Research Report
  • [Book] 家族のためのユマニチュード 韓国語版2019

    • Author(s)
      本田美和子, イヴ・ジネスト
    • Publisher
      DaeKwang Medical
    • Related Report
      2019 Annual Research Report
  • [Book] 「絆」を築くケア技術 ユマニチュード:人のケアから関係性のケアへ2019

    • Author(s)
      大島寿美子, イヴ・ジネスト, 本田美和子
    • Publisher
      誠文堂新光社,
    • Related Report
      2019 Annual Research Report
  • [Book] Motion Capture - The Wiley Handbook of Human Computer Interaction2018

    • Author(s)
      Atsushi Nakazawa and Taaaki Shiratori
    • Total Pages
      1040
    • Publisher
      Wiley-Blackwell
    • Related Report
      2017 Annual Research Report
  • [Book] Motion Capture - The Wiley Handbook of Human Computer Interaction2018

    • Author(s)
      Christian Nitschke and Atsushi Nakazawa
    • Total Pages
      1040
    • Publisher
      Wiley-Blackwell
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2022-01-27  

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