Remote guidance of nursing tasks using multidimensional behavior analysis with wearable devices

• Project/Area Number: 18K10204
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Review Section: Basic Section 58050:Fundamental of nursing-related
• Research Institution: Kochi University of Technology
• Principal Investigator: Shikida Mikifumi 高知工科大学, 情報学群, 教授 (80272996)
• Co-Investigator(Kenkyū-buntansha): 山脇 京子 高知大学, 教育研究部医療学系看護学部門, 教授 (10516165) ; 吉村 澄佳 高知大学, 教育研究部医療学系看護学部門, 講師 (30533096) ; 齋藤 美和 高知大学, 教育研究部医療学系看護学部門, 講師 (50403902) ; 八木 邦公 富山大学, 学術研究部医学系, 准教授 (30293343)
• Project Period (FY): 2018-04-01 – 2022-03-31
• Project Status: Completed (Fiscal Year 2021)
• Budget Amount: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000); Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
• Keywords: 看護演習 / 臨床実習 / 体位変換 / 聴診 / ウェアラブルデバイス / センサー / 臨床スキル / 身体診察 / 感圧センサー / スマートグラス / 看護業務 / 行動分析 / 遠隔指導

Outline of Final Research Achievements

This study aims to propose a remote teaching system that enables high-quality nursing care without needing an accompanying instructor by conducting behavior analysis using multiple sensors and wearable devices. We developed an experimental device that collects nurses' actions for changing positions, wheelchair transfers, and auscultation using devices attached to various body parts. We collected data using medical students as subjects. As a result of the analysis, we found that it was possible to detect the movements' degree of stability and efficiency. It is expected to increase the opportunities for self-study and reduce the teaching load of instructors since the system can judge students' skill levels based on objective data.

Academic Significance and Societal Importance of the Research Achievements

看護教育では，少人数の教員が多数の学生に対してスキルを確認して個別指導を行うため，教員の負荷が高く，学生一人当たりの指導時間が短い．また，客観的評価を行うための指標があまりないことも課題であった．
本研究の成果として，動作の安定度や手際良さを判別して学習者の習熟度を推定可能であることがわかった．将来的にはこれを応用した演習支援システムを開発し，学習者の自習機会を増加させ，教員の指導負荷を軽減させることが期待できる．

Research Products

• [Journal Article] 妊婦シミュレーターを用いた腹部触診技術の客観的評価：看護学生と経験者の比較 (2022)
  • Author(s): 吉村 澄佳, 井上 舜也, 敷田 幹文, 齊藤 美和, 山脇 京子
  • Journal Title: 母性衛生 Volume: 63
  • Peer Reviewed
• [Journal Article] Diastolic Cardiac Function Improvement by Liraglutide Is Mainly Body Weight Reduction Dependent but Independently Contributes to B-Type Natriuretic Peptide Reduction in Patients with Type 2 Diabetes with Preserved Ejection Fraction (2021)
  • Author(s): Yagi Kunimasa、Imamura Teruhiko、Tada Hayato、Chujo Daisuke、Liu Jianhui、Shima Yuuki、Ohbatake Azusa、Miyamoto Yukiko、Okazaki Satoko、Ito Naoko、Nakano Kaoru、Shikata Masataka、Enkaku Asako、Takikawa Akiko、Honoki Hisae、Fujisaka Shiho、Origasa Hideki、Tobe Kazuyuki
  • Journal Title: Journal of Diabetes Research Volume: 2021 Pages: 1-10
  • DOI: 10.1155/2021/8838026
  • Peer Reviewed / Open Access
• [Journal Article] Type 1 diabetes woman with repeated miscarriages successfully gave birth after introducing an insulin pump with a predictive low glucose suspend feature (2021)
  • Author(s): Honoki Hisae、Yagi Kunimasa、Tsuda Sayaka、Wada Tsutomu、Enkaku Asako、Nakagawa-Yokoyama Maki、Kamigishi Miki、Shikata Masataka、Takikawa-Nishiday Akiko、Fujisaka Shiho、Chujo Daisuke、Sasaoka Toshiyasu、Nakashima Akitoshi、Saito Shigeru、Tobe Kazuyuki
  • Journal Title: Diabetology International Volume: 12 Issue: 3 Pages: 324-329
  • DOI: 10.1007/s13340-020-00489-9
  • NAID: 40022593484
  • Peer Reviewed / Open Access
• [Journal Article] Generation and characterization of a Meflin-CreERT2 transgenic line for lineage tracing in white adipose tissue (2021)
  • Author(s): Kuwano Takahide, Izumi Hironori, Aslam Muhammad Rahil, Igarashi Yoshiko, Bilal Muhammad, Nishimura Ayumi, Watanabe Yoshiyuki, Nawaz Allah, Kado Tomonobu, Ikuta Koichi, Yamamoto Seiji, Sasahara Masakiyo, Fujisaka Shiho, Yagi Kunimasa, Mori Hisashi, Tobe Kazuyuki
  • Journal Title: PLOS ONE Volume: 16 Issue: 3 Pages: e0248267-e0248267
  • DOI: 10.1371/journal.pone.0248267
  • Peer Reviewed / Open Access
• [Journal Article] Astaxanthin, a Marine Carotenoid, Maintains the Tolerance and Integrity of Adipose Tissue and Contributes to Its Healthy Functions. (2021)
  • Author(s): Nawaz A, Nishida Y, Takikawa A, Fujisaka S, Kado T, Aminuddin A, Bilal M, Jeelani I, Rahil AM, Nishimura A, Kuwano T, Watanabe Y, Igarashi Y, Okabe K, Saeed A, Manzoor A, Usui I, Yagi K, Nakagawa T, Tobe K.
  • Journal Title: Nutrients Volume: 13 Issue: 12 Pages: 4374-4374
  • DOI: 10.3390/nu13124374
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Gut microbiota, determined by dietary nutrients, drive modification of the plasma lipid profile and insulin resistance. (2021)
  • Author(s): Watanabe Y, Fujisaka S, Ikeda K, Ishikawa M, Yamada T, Nawaz A, Kado T, Kuwano T, Nishimura A, Bilal M, Liu J, Yagi K, Hase K, Tobe K.
  • Journal Title: iScience Volume: 24 Issue: 5 Pages: 102445-102445
  • DOI: 10.1016/j.isci.2021.102445
  • Peer Reviewed / Open Access
• [Journal Article] Fate of adipocyte progenitors during adipogenesis in mice fed a high-fat diet (2021)
  • Author(s): Bilal M, Nawaz A, Kado T, Rahil Aslam M, Igarashi Y, Nishimura A, Watanabe A, Kuwano T, Liu J, Miwa H, Era T, Ikuta K, Imura J, Yagi K, Nakagawa T, Fujisaka S, Tobe K.
  • Journal Title: Molecular Metabolism Volume: 54 Pages: 101328-101328
  • DOI: 10.1016/j.molmet.2021.101328
  • Peer Reviewed / Open Access
• [Journal Article] 商業イベントでの仮設店舗における大量物品販売業務の効率化方式 (2021)
  • Author(s): 中 真咲, 敷田 幹文
  • Journal Title: 情報処理学会論文誌 Volume: 62 Pages: 225-233
  • NAID: 170000184275
  • Peer Reviewed
• [Journal Article] High prevalence of fragmented QRS on electrocardiography in Japanese subjects with diabetes irrespective of metabolic syndrome (2020)
  • Author(s): Yagi Kunimasa、Nagata Yoshiki、Yamagami Takashi、Kamigishi Miki、Yokoyama Maki Nakagawa、Shikata Masataka、Enkaku Asako、Nishida Akiko Takikawa、Honoki Hisae、Fujisaka Shiho、Chujo Daisuke、Origasa Hideki、Tobe Kazuyuki
  • Journal Title: Journal of Diabetes Investigation Volume: 12 Pages: 1680-1688
  • DOI: 10.21203/rs.3.rs-123784/v1
  • Peer Reviewed / Open Access
• [Journal Article] Astaxanthin stimulates mitochondrial biogenesis in insulin resistant muscle via activation of AMPK pathway (2020)
  • Author(s): Nishida Yasuhiro、Nawaz Allah、Kado Tomonobu、Takikawa Akiko、Igarashi Yoshiko、Onogi Yasuhiro、Wada Tsutomu、Sasaoka Toshiyasu、Yamamoto Seiji、Sasahara Masakiyo、Imura Johji、Tokuyama Kumpei、Usui Isao、Nakagawa Takashi、Fujisaka Shiho、Kunimasa Yagi、Tobe Kazuyuki
  • Journal Title: Journal of Cachexia, Sarcopenia and Muscle Volume: 11 Issue: 1 Pages: 241-258
  • DOI: 10.1002/jcsm.12530
  • Peer Reviewed / Open Access
• [Journal Article] Bofutsushosan improves gut barrier function with a bloom of Akkermansia muciniphila and improves glucose metabolism in mice with diet-induced obesity (2020)
  • Author(s): Fujisaka Shiho、Usui Isao、Nawaz Allah、Igarashi Yoshiko、Okabe Keisuke、Furusawa Yukihiro、Watanabe Shiro、Yamamoto Seiji、Sasahara Masakiyo、Watanabe Yoshiyuki、Nagai Yoshinori、Yagi Kunimasa、Nakagawa Takashi、Tobe Kazuyuki
  • Journal Title: Scientific Reports Volume: 10 Issue: 1 Pages: 5544-5544
  • DOI: 10.1038/s41598-020-62506-w
  • Peer Reviewed / Open Access
• [Journal Article] Family history of diabetes in both parents is strongly associated with impaired residual β-cell function in Japanese type 2 diabetes patients (2020)
  • Author(s): Iwata Minoru, Kamura Yutaka, Honoki Hisae, Kobayashi Kaori, Ishiki Manabu, Yagi Kunimasa, Fukushima Yasuo, Takano Atsuko, Kato Hiromi, Murakami Shihou, Higuchi Kiyohiro, Kobashi Chikaaki, Fukuda Kazuhito, Koshimizu Yukiko, Tobe Kazuyuki
  • Journal Title: Journal of Diabetes Investigation Volume: 11 Issue: 3 Pages: 564-572
  • DOI: 10.1111/jdi.13176
  • Peer Reviewed / Open Access
• [Journal Article] One Single Nucleotide Polymorphism of the TRPM2 Channel Gene Identified as a Risk Factor in Bipolar Disorder Associates With Autism Spectrum Disorder in a Japanese Population (2020)
  • Author(s): Mahmuda Naila Al、Yokoyama Shigeru、Munesue Toshio、Hayashi Kenshi、Yagi Kunimasa、Tsuji Chiharu、Higashida Haruhiro
  • Journal Title: Diseases Volume: 8 Issue: 1 Pages: 4-4
  • DOI: 10.3390/diseases8010004
  • Peer Reviewed / Open Access
• [Journal Article] Distinct Phenotypes of Islet Antigen-Specific CD4+ T Cells Among the 3 Subtypes of Type 1 Diabetes (2020)
  • Author(s): Chujo Daisuke, Kawabe Akitsu, Matsushita Maya, Takahashi Nobuyuki, Tsutsumi Chiharu, Haseda Fumitaka, Imagawa Akihisa, Hanafusa Toshiaki, Ueki Kohjiro, Kajio Hiroshi, Yagi Kunimasa, Tobe Kazuyuki, Shimoda Masayuki
  • Journal Title: The Journal of Clinical Endocrinology & Metabolism Volume: 105 Issue: 10 Pages: 3141-3151
  • DOI: 10.1210/clinem/dgaa447
  • Peer Reviewed / Open Access
• [Journal Article] Anti-programmed death ligand 1 therapy-induced type 1 diabetes presenting with multiple islet-related autoantibodies (2020)
  • Author(s): Honoki Hisae, Yagi Kunimasa, Kambara Kenta, Chujo Daisuke, Shikata Masataka, Enkaku Asako, Takikawa-Nishida Akiko, Liu Jianhui, Fujisaka Shiho, Tobe Kazuyuki
  • Journal Title: Journal of Diabetes Investigation Volume: 11 Issue: 1 Pages: 253-254
  • DOI: 10.1111/jdi.13099
  • Peer Reviewed / Open Access
• [Journal Article] Clinical manifestations of a sporadic maturity-onset diabetes of the young (MODY) 5 with a whole deletion of <i>HNF1B</i> based on 17q12 microdeletion (2019)
  • Author(s): Omura Yoshiyuki、Yagi Kunimasa、Honoki Hisae、Iwata Minoru、Enkaku Asako、Takikawa Akiko、Kuwano Takahide、Watanabe Yoshiyuki、Nishimura Ayumi、Liu Jianhui、Chujo Daisuke、Fujisaka Shiho、Enya Mayumi、Horikawa Yukio、Tobe Kazuyuki
  • Journal Title: Endocrine Journal Volume: 66 Issue: 12 Pages: 1113-1116
  • DOI: 10.1507/endocrj.EJ19-0020
  • NAID: 130007772410
  • ISSN: 0918-8959, 1348-4540
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Macrophage‐specific hypoxia‐inducible factor‐1α deletion suppresses the development of liver tumors in high‐fat diet‐fed obese and diabetic mice (2019)
  • Author(s): Takikawa Akiko、Usui Isao、Fujisaka Shiho、Tsuneyama Koichi、Okabe Keisuke、Nakagawa Takashi、Nawaz Allah、Kado Tomonobu、Jojima Teruo、Aso Yoshimasa、Hayakawa Yoshihiro、Yagi Kunikimi、Tobe Kazuyuki
  • Journal Title: Journal of Diabetes Investigation Volume: in press Issue: 6 Pages: 1-8
  • DOI: 10.1111/jdi.13047
  • NAID: 120006980551
  • Peer Reviewed / Open Access
• [Journal Article] The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan (2019)
  • Author(s): Kana Hashimoto†, Koki Urata†, Ayano Yoshida, Reiko Horiuchi, Naoto Yamaaki, Kunimasa Yagi and Kunizo Arai
  • Journal Title: Journal of Pharmaceutical Health Care and Sciences Volume: 5 Issue: 1 Pages: 1-10
  • DOI: 10.1186/s40780-019-0132-8
  • Peer Reviewed / Open Access
• [Journal Article] Clinical whole exome sequencing in severe hypertriglyceridemia (2019)
  • Author(s): Tada Hayato、Nomura Akihiro、Okada Hirofumi、Nakahashi Takuya、Nozue Tsuyoshi、Hayashi Kenshi、Nohara Atsushi、Yagi Kunimasa、Inazu Akihiro、Michishita Ichiro、Mabuchi Hiroshi、Yamagishi Masakazu、Kawashiri Masa-aki
  • Journal Title: Clinica Chimica Acta Volume: 488 Pages: 31-39
  • DOI: 10.1016/j.cca.2018.10.041
  • Peer Reviewed / Open Access
• [Journal Article] C-Peptide Area Under the Curve at Glucagon Stimulation Test Predicts Glucose Improvements by GLP-1 Receptor Analogue: A Retrospective Observational Study (2019)
  • Author(s): Ohbatake A, Yagi K, Karashima S, Shima Y, Miyamoto Y, Asaka H, Okazaki S, Kometani M, Kawashiri MA, Takeda Y, Yoneda T, Chujo D.
  • Journal Title: Diabetes Ther Volume: 10 Issue: 2 Pages: 673-681
  • DOI: 10.1007/s13300-019-0586-6
  • Peer Reviewed / Open Access
• [Journal Article] Process in which teachers of nursing schools develop their educational philosophies (2019)
  • Author(s): Manami HIGASHI, Kyoko YAMAWAKI
  • Journal Title: Japanese Journal of International Nursing Care Research Volume: 18 Pages: 67-76
  • NAID: 40021891011
  • Peer Reviewed
• [Journal Article] Ratio of low molecular weight serum adiponectin to the total adiponectin value is associated with type 2 diabetes through its relation to increasing insulin resistance. (2018)
  • Author(s): Iwata M, Hara K, Kamura Y, Honoki H, Fujisaka S, Ishiki M, Usui I, Yagi K, Fukushima Y, Takano A, Kato H, Murakami S, Higuchi K, Kobashi C, Fukuda K, Koshimizu Y, Tobe K.
  • Journal Title: PLoS One Volume: 13 Issue: 3 Pages: e0192609-e0192609
  • DOI: 10.1371/journal.pone.0192609
  • Peer Reviewed / Open Access
• [Journal Article] High frequency of type 2 diabetes and impaired glucose tolerance in Japanese subjects with the angiopoietin-like protein 8 R59W variant. (2018)
  • Author(s): Liu J, Yagi K, Nohara A, Chujo D, Ohbatake A, Fujimoto A, Miyamoto Y, Kobayashi J, Yamagishi M.
  • Journal Title: J Clin Lipidol Volume: 12 Issue: 2 Pages: 331-337
  • DOI: 10.1016/j.jacl.2017.12.011
  • Peer Reviewed / Open Access
• [Journal Article] Effect of sodium glucose cotransporter 2 inhibitors on obstructive sleep apnea in patients with type 2 diabetes (2018)
  • Author(s): Sawada Kei、Karashima Shigehiro、Kometani Mitsuhiro、Oka Rie、Takeda Yoshimichi、Sawamura Toshitaka、Fujimoto Aya、Demura Masashi、Wakayama Ayako、Usukura Mikiya、Yagi Kunimasa、Takeda Yoshiyu、Yoneda Takashi
  • Journal Title: Endocrine Journal Volume: 65 Issue: 4 Pages: 461-467
  • DOI: 10.1507/endocrj.EJ17-0440
  • NAID: 130006727071
  • ISSN: 0918-8959, 1348-4540
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Sirt1 activator induces proangiogenic genes in preadipocytes to rescue insulin resistance in diet-induced obese mice (2018)
  • Author(s): Nawaz Allah、Mehmood Arshad、Kanatani Yukiko、Kado Tomonobu、Igarashi Yoshiko、Takikawa Akiko、Yamamoto Seiji、Okabe Keisuke、Nakagawa Takashi、Yagi Kunimasa、Fujisaka Shiho、Tobe Kazuyuki
  • Journal Title: Scientific Reports Volume: 8 Issue: 1 Pages: 11370-11370
  • DOI: 10.1038/s41598-018-29773-0
  • Peer Reviewed / Open Access
• [Journal Article] Process of Facing Sexuality Issues in Females and Their Partners After Breast Cancer (2018)
  • Author(s): Sanae AOKI, Kyoko Yamawaki, Miyuki DOI, Hiromi MORI, Satoko MIYAWAKI, Mayumi YOSHIDA, Sachiko KIYOTO, Kenjiro AOGI
  • Journal Title: Japanese Journal of International Nursing Care Research Volume: 17 Pages: 33-44
  • Peer Reviewed
• [Presentation] オンライン音楽ライブにおけるペンライトを用いた盛り上がり可視化による相互コミュニケーション支援方式の提案 (2022)
  • Author(s): 中 真咲, 綾部 澪, 植田 蓮, 敷田 幹文
  • Organizer: 情報処理学会 第115回グループウェアとネットワークサービス研究発表会
• [Presentation] プレゼンテーション練習において対話ロボットの存在感が与える影響の検討 (2022)
  • Author(s): 小松 眞子, 卯木 輝彦, 敷田 幹文
  • Organizer: 情報処理学会 第116回グループウェアとネットワークサービス研究発表会
• [Presentation] セキュリティ対策行動を促すヒューマンファクターの分析 (2022)
  • Author(s): 藤原 晴, 敷田 幹文
  • Organizer: 情報処理学会 第46回セキュリティ心理学とトラスト研究発表会
• [Presentation] Presentation Skills Training System Using Vibration Notification in a HyFlex Workshop (2021)
  • Author(s): Mako Komatsu, Teruhiko Unoki, Mikifumi Shikida
  • Organizer: The 16th International Joint Symposium on Artificial Intelligence and Natural Language Processing
  • Int'l Joint Research
• [Presentation] グループディスカッション遠隔指導支援のためのSHAP値による特徴量重要度の分析 (2021)
  • Author(s): 小松 眞子, 高田 知裕, 根子 稚絢, 卯木 輝彦, 敷田 幹文
  • Organizer: 教育システム情報学会 第1回研究会
• [Presentation] ハイフレックス授業における指導者支援のための振動通知方式 (2021)
  • Author(s): 小松 眞子, 卯木 輝彦, 敷田 幹文
  • Organizer: 電子情報通信学会 信学技報ET
• [Presentation] 聴診教育支援を目指した感圧センサーデータの特徴量分析 (2021)
  • Author(s): 高田 知裕, 小寺 祐生, 高橋 優也, 八木 邦公, 敷田 幹文
  • Organizer: 第41回医療情報学連合大会
• [Presentation] オンライン音楽ライブにおける加速度及び圧力センサ付きペンライトを用いた視聴者の盛り上がり検出方法の検討 (2021)
  • Author(s): 中 真咲, 敷田 幹文
  • Organizer: 日本ソフトウェア科学会 第29回インタラクティブシステムとソフトウェアに関するワークショップ
• [Presentation] ビデオ会議のアウェアネス (2020)
  • Author(s): 敷田 幹文
  • Organizer: 情報処理学会 マルチメディア，分散，協調とモバイルシンポジウム
  • Invited
• [Presentation] Development of a Web Service to Support the Community Oriented Approaches for Comprehensive Healthcare in Emergency Situations (2020)
  • Author(s): Chihiro Takada, Yurika Takeuchi, Mari Kinoshita, Mikifumi Shikida
  • Organizer: The 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2020)
  • Int'l Joint Research
• [Presentation] Feature Extraction with SHAP Value Analysis for Student Performance Evaluation in Remote Collaboration (2020)
  • Author(s): Mako Komatsu, Chihiro Takada, Chihiro Neshi, Teruhiko Unoki, Mikifumi Shikida
  • Organizer: The 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2020)
  • Int'l Joint Research
• [Presentation] A proposal of evaluation method using a pressure sensor for supporting auscultation training (2020)
  • Author(s): Yuki Kodera, Kunimasa Yagi, Mikifumi Shikida
  • Organizer: The 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2020)
  • Int'l Joint Research
• [Presentation] Preliminary Evaluation of Information Sharing in COACHES (2020)
  • Author(s): Chihiro Takada, Yurika Takeuchi, Mari Kinoshita, Mikifumi Shikida
  • Organizer: The 5th International Conference on Information Technology in Disaster Risk Reduction
  • Int'l Joint Research
• [Presentation] ビデオ会議ツールのトラフィック制御傾向とネットワーク要件の調査 (2020)
  • Author(s): 藤原 晴, 敷田 幹文
  • Organizer: 情報処理学会 研究報告インターネットと運用技術 2020-IOT-51
• [Presentation] 教育講演:足病変 (2020)
  • Author(s): 八木邦公
  • Organizer: 第54回糖尿病学の進歩
  • Invited
• [Presentation] 教育講演:心不全 (2020)
  • Author(s): 八木邦公
  • Organizer: 第35回日本糖尿病合併症学会
  • Invited
• [Presentation] グループディスカッションの遠隔指導支援に向けた映像分析の試み (2020)
  • Author(s): 高田 知裕, 根子 稚絢, 卯木 輝彦, 敷田 幹文
  • Organizer: 教育システム情報学会 第 6 回研究会
• [Presentation] 組織間テレビ会議の円滑な進行を支援する意思表示方式の提案と評価 (2020)
  • Author(s): 小松 眞子, 澤村 三奈, 敷田 幹文
  • Organizer: 情報処理学会 第110回グループウェアとネットワークサービス研究会
• [Presentation] 看護実習における実習生の遠隔状況把握支援のための行動データ収集 (2019)
  • Author(s): 小寺 祐生, 齋藤 美和, 吉村 澄佳, 山脇 京子, 八木 邦公, 敷田 幹文
  • Organizer: 第20回日本医療情報学会看護学術大会
• [Presentation] Analyzing behavior in nursing training toward grasping trainee's situation remotely (2019)
  • Author(s): Yuki Kodera, Miwa Saito, Sumika Yoshimura, Kyoko Yamawaki, Kunimasa Yagi, Mikifumi Shikida
  • Organizer: The 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019)
  • Int'l Joint Research
• [Presentation] The analysis for quantitative evaluation of palpation skills in maternity nursing (2019)
  • Author(s): Shunya Inoue, Sumika Yoshimura, Miwa Saito, Kyoko Yamawaki, Mikifumi Shikida
  • Organizer: The 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019)
  • Int'l Joint Research
• [Presentation] ICT が変える看護の未来 (2019)
  • Author(s): 敷田 幹文
  • Organizer: 日本看護科学学会学術集会
• [Presentation] 入院を契機に減量・代謝改善した高度肥満症の一例 (2019)
  • Author(s): 青山彩香, 藤坂志帆, 朴木久恵, 圓角麻子, 中川茉貴, 瀧川章子, 八木邦公, 戸邉一之
  • Organizer: 第116回日本内科学会総会
• [Presentation] 合併症を持つ高齢者に対する薬物療法のポイント (2019)
  • Author(s): 八木邦公
  • Organizer: 第34回日本糖尿病合併症学会・第25回日本糖尿病眼学会総会(招待講演)
  • Invited
• [Presentation] A Method for Supporting Medical-interview Training using Smart Devices (2018)
  • Author(s): Mikifumi Shikida, Yuki Kodera, Shunya Inoue, Kunimasa Yagi
  • Organizer: The 13th International Conference on Knowledge, Information and Creativity Support Systems
  • Int'l Joint Research
• [Presentation] 医療面接実習における対話記録を用いた効率的振り返り学習支援方式 (2018)
  • Author(s): 小寺 祐生, 敷田 幹文, 八木 邦公
  • Organizer: 第22回日本医療情報学会春季学術大会
• [Presentation] 対面コミュニケーションにおけるスマートグラスを用いた適度なアウェアネスの評価 (2018)
  • Author(s): 我如古 生成, 福島 旭, 敷田 幹文
  • Organizer: 情報処理学会 マルチメディア、分散、協調とモバイルシンポジウム
• [Presentation] 医療面接実習におけるスマートグラスを用いた振る舞い方学習支援方式 (2018)
  • Author(s): 井上 舜也, 敷田 幹文, 八木 邦公
  • Organizer: 情報処理学会 マルチメディア、分散、協調とモバイルシンポジウム