Official Profiles
Nursing and Engineering
AI for Nursing Science What If Nurses Do X?
AI, ICT, LLM, Ultrasound Imaging, Nursing Data Science, Robotics Nursing, Counterfactual Machine Learning: CFML
Toshiaki TAKAHASHI Ph.D.,RN. 髙橋 聡明
Current Position
Adult Nursing, Graduate School of Medicine, Yokohama City University
Associate Professor / School of Nursing
Japan Institute for Health Security (JIHS), Department of Medical Information Management Senior Researcher (cross appointment)
Interactive Overview
Explore the Current Research Focus
Research Focus
Visualizing the Quality of Care
Care resource data, nursing records, images, and sensor information are connected to understand nursing practice as an evaluable process.
Project
JST BOOST / KAKENHI B
Method
RWD / CFML
Term
2025-2030
Education / Career
Career
- Senior Researcher, Department of Medical Information Management, Japan Institute for Health Security (JIHS) (JST BOOST)
- Visiting Researcher, Graduate School of Medicine, The University of Tokyo
- Associate Professor, Adult Nursing, Graduate School of Medicine, Yokohama City University
- Visiting Researcher, Institute for Future Nursing Education
- Lecturer, Gerontological Nursing, Graduate School of Medicine, The University of Tokyo
- Assistant Professor, Gerontological Nursing, Graduate School of Medicine, The University of Tokyo
- Project Assistant Professor, Graduate School of Medicine, The University of Tokyo
- Registered Nurse, National Center for Global Health and Medicine
Education
- Doctoral Program, Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo
- Master's Program, Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo
- Faculty of Nursing, National College of Nursing, Japan
Research Overview
Toshiaki TAKAHASHI works across nursing engineering, remote nursing, ICT, nursing education, extended reality, image processing, robotics nursing, and ultrasound imaging. His research aims to visualize the quality of nursing care by translating observation, judgment, procedures, and communication into evaluable knowledge using AI, sensors, image processing, and real-world data for education, clinical practice, and home care.
Research Funding
Research Funding and Competitive Grants
PI
JST BOOST
Visualizing care processes with counterfactual machine learning
PI
KAKENHI Grant-in-Aid B
Process evaluation using care-resource tracking RWD
PI
Shinohara Foundation
Skill assessment support using multimodal LLMs
Co-I
KAKENHI Grant-in-Aid B
Home nursing DX using remote monitoring
PI / Principal Investigator
2025-2030 / JST BOOST
Counterfactual Machine Learning System for Visualizing Quality of Care
This is a PI project within JST BOOST, a national program supporting young researchers and doctoral students in strategic fields. It combines real-world data and counterfactual machine learning to estimate care processes and develop a system that can propose better care choices.
PI / Principal Investigator
2025-2029 / JSPS KAKENHI Grant-in-Aid for Scientific Research (B)
Care Process Evaluation Using Care-Resource Tracking Real-World Data
This KAKENHI project captures people, supplies, time, and actions invested in care as real-world data. It develops metrics that make care processes visible beyond nursing records and connect them to quality improvement.
PI / Principal Investigator
2026-2027 / Shinohara Foundation Research Grant
Nursing Care Skill Assessment Support System Using Zero-Shot Multimodal LLMs
This project uses multimodal LLMs to read video, image, and language information embedded in nursing-care scenes. It aims to extract expert-like observation points and reduce variation in education and assessment.
Co-I / Co-Investigator
2025-2029 / JSPS KAKENHI Grant-in-Aid for Scientific Research (B)
Home Nursing DX Using Remote Vital Information Monitoring in Medically Underserved Areas
This implementation-oriented project supports home nursing in medically underserved and remote areas by remotely monitoring patient vital information and supporting nursing decisions and interprofessional collaboration.
Complete Researchmap List
Research Funding and Collaborative Projects: 28 Records
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皮膚下組織・血管内リアルタイム状態動態トラッキング志向インピーダンス応答断層法
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Related / role pending / 26K03361 / Total JPY 24,180,000
KAKEN public record: Principal Investigator Taketoshi Mori. Professor Takahashi's role will be confirmed after researchmap is updated.
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車いす競技者の褥瘡予防のためのスマート症状報告システムと褥瘡発生予測モデルの開発
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Related / role pending / 26K02687 / Total JPY 17,810,000
KAKEN public record: Principal Investigator Nao Tamai. Professor Takahashi's role will be confirmed after researchmap is updated.
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Counterfactual Machine Learning System for Visualizing Quality of Careの開発
JST / BOOST Next-Generation AI Talent Development Program / Principal Investigator / 24036710 / JPMJBY24E4
Members: 高橋 聡明
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生体情報遠隔モニタリングを活用した医療過疎地・僻地における訪問看護DXの実装
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Co-Investigator / 25K02949 / Total JPY 18,720,000
Members: 松本 勝, 幅 大二郎, 北村 言, 高橋 聡明, 紺家 千津子, 仲上 豪二朗, 真田 弘美
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ケア資源追跡リアルワールドデータによるケアプロセスの評価方法の開発
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Principal Investigator / 25K02910 / Total JPY 18,720,000
Members: 高橋 聡明, 美代 賢吾, 真田 弘美, 仲上 豪二朗, 玉井 奈緒
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ゼロショット・マルチモーダルLLMを用いた看護ケアに対する技能評価支援システムの開発
Yoshiko Shinohara Memorial Foundation Research Grant / Principal Investigator
Members: 高橋 聡明
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看護師向け超音波検査装置を利用した前腕穿刺技術学習システム
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 23K28477 / Total JPY 16,120,000
Members: 野口 博史, 吉本 佳世, 村山 陵子, 森 武俊, 高橋 聡明
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皮膚抵抗・リアクタンスと光電容積脈波の重畳による静脈流常時モニタリングと異変検知
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 23K28471 / Total JPY 18,460,000
Members: 森 武俊, 矢入 郁子, 土井 麻里, 高橋 聡明, 山田 憲嗣, 仲上 豪二朗
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看護師向け超音波検査装置を利用した前腕穿刺技術学習システム
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 23H03789 / Total JPY 16,120,000
Members: 野口 博史, 吉本 佳世, 村山 陵子, 森 武俊, 高橋 聡明
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スマートセンサーとAIによるがん性皮膚潰瘍においモニタリング・ケアシステムの開発
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 22H03384 / Total JPY 17,290,000
Members: 玉井 奈緒, 峰松 健夫, 真田 弘美, 高橋 聡明
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在宅看護で必要な静脈アクセス技術の習得を個人最適化するXR学習システムの開発
JSPS KAKENHI Grant-in-Aid for Early-Career Scientists / Principal Investigator / 23K16486 / Total JPY 4,680,000
Members: 高橋 聡明
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バイタルサイン測定連動型コミュニケーションロボットシステムの実装に向けた生成系AIによる会話生成機能の開発
Japan Academy of Nursing Science Research Grant Program / Principal Investigator
Members: 高橋 聡明
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セルフエコーとAIケアリコメンデーションによる骨盤底筋訓練サポートシステムの開発
JSPS KAKENHI Grant-in-Aid for Challenging Research (Exploratory) / Participant / 22K19685 / Total JPY 6,240,000
Members: 玉井 奈緒, 松本 勝, 真田 弘美, 高橋 聡明, 仲上 豪二朗
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高齢者看護ケア提供のためのＡＩ技術等を活用した動作支援プログラムの開発研究
AMED Longevity Sciences Research and Development Program / Co-Investigator
Members: 真田 弘美, 仲上豪二朗, 高橋聡明, 野口博史, 小池武嗣, 松本勝, 北村言, 小路和幸, 東村志保, 麦田裕子, 須藤翔太, 山家亮太
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体圧・皮膚温連続測定による高精度褥瘡発生リスクアセスメントの開発
JWOCM Alcare Technology and Research Grant / Co-Investigator
Members: 新川みなみ, 真田弘美, 仲上豪二朗, 麦田裕子, 高橋聡明, 國光真生, 高田千嘉
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尿失禁のある女性高齢者のセルフエコーによる骨盤底筋訓練を支援するAIを用いた骨盤底筋挙上判定システムの開発
JWOCM Alcare Technology and Research Grant / Co-Investigator
Members: 牟田みや子, 玉井奈緒, 高橋聡明, 仲上豪二朗, 真田弘美, 鈴木基文
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インピーダンストモグラフィ法に基づくシート型創傷モニタリングシステムの開発
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 20H04560 / Total JPY 17,550,000
Members: 森 武俊, 野口 博史, 山田 憲嗣, 高橋 聡明, 真田 弘美, 仲上 豪二朗
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認知症BPSD緩和に向けた休息パターン把握とパーソナライズドロボットチェア開発
JSPS KAKENHI Grant-in-Aid for Early-Career Scientists / Principal Investigator / 20K19270 / Total JPY 4,290,000
Members: 高橋 聡明
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創傷画像データベースの機械学習に基づく重度・治癒度スコアリング支援システムの開発
JSPS KAKENHI Grant-in-Aid for Challenging Research (Exploratory) / Participant / 20K21700 / Total JPY 6,370,000
Members: 森 武俊, 野口 博史, 真田 弘美, 高橋 聡明
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AR技術の援用による新人看護師向け穿刺技術自己学習システム
JSPS KAKENHI Grant-in-Aid for Challenging Research (Exploratory) / Participant / 19K22742 / Total JPY 6,240,000
Members: 真田 弘美, 村山 陵子, 野口 博史, 仲上 豪二朗, 高橋 聡明
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訪問系サービスにおけるロボット技術活用の効果検証事業
厚生労働省 老人保健健康増進等事業 / Co-Investigator
Members: 真田 弘美, 仲上 豪二朗, 松本 勝, 高橋 聡明, 北村 言, 東村 志保
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ベッドサイドで利用可能な四肢の３次元的アセスメントのためのハンディスキャナ
JSPS KAKENHI Grant-in-Aid for Scientific Research (C) / Participant / 17K01554 / Total JPY 4,420,000
Members: 野口 博史, 仲上 豪二朗, 森 武俊, 荒木 大地, 高橋 聡明
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可視化デバイスを用いたエビデンスに基づく輸液管理プログラムの開発と評価
JSPS KAKENHI Grant-in-Aid for Scientific Research (B) / Participant / 16H05561 / Total JPY 15,210,000
Members: 村山 陵子, 松井 優子, 真田 弘美, 土井 麻里, 高橋 聡明, 小見山 智恵子, 大江 真琴
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点滴漏れ予防の新規手法開発と評価-AIによる超音波画像上のケア情報提示システム-
JSPS KAKENHI Grant-in-Aid for Research Activity Start-up / Principal Investigator / 19K21424 / Total JPY 2,990,000
Members: 高橋 聡明
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軽度認知機能障害の高齢者に対するコミュニケーションロボットの利用適性実態調査
Taiyo Life Welfare Foundation Research Grant / Principal Investigator
Members: 高橋聡明
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超音波検査装置による高濃度薬剤による血管外漏出の予防方法の開発
Japanese Society of Wound, Ostomy and Continence Management Research Grant / Principal Investigator
Members: 高橋聡明
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可視化デバイスを用いた末梢静脈カテーテル留置支援アルゴリズムの開発
Yamaji Fumiko Professional Nursing Education Research Grant Fund / Principal Investigator
Members: 高橋聡明
Latest Updates
- A peer-reviewed Advances in Wound Care paper, "Benchmarking Zero-Shot GPT-Based Multimodal Large Language Models for Pressure Injury Staging," was published. Authors: Toshiaki Takahashi, Nao Tamai, Kengo Miyo. researchmap
- Scheduled to speak in an invited symposium/workshop panel on sensors for data-driven biomedical engineering at the 65th Annual Conference of the Japanese Society for Medical and Biological Engineering. Speaker: Toshiaki Takahashi. researchmap
- Delivered an invited lecture on pressure injury care, AI, and ICT at the Tokyo Branch Forum and Tokyo Home-Care Pressure Injury Seminar. Speaker: Toshiaki Takahashi. researchmap
- Appointed Chair of the Young Researchers Group of the Japan Academy of Nursing Science (JANS). researchmap
- Delivered an invited lecture, "Advanced Nursing Technology in Clinical and Academic Practice," at Universitas Hasanuddin, Indonesia. Speaker: Toshiaki TAKAHASHI. researchmap
- Started the Shinohara Foundation-funded PI project, "Development of a Nursing Care Skill Assessment Support System Using Zero-Shot Multimodal LLMs."researchmap
- Selected as a finalist for the Best Student Poster Presentation Awards at the Eighth Pan-Pacific Nursing Conference for work on VTE prediction after gastrointestinal cancer surgery. Presenters: Ayaka Nakamura, Toshiaki Takahashi, Nao Tamai. researchmap
- Selected as a finalist for the Best Student Poster Presentation Awards at the Eighth Pan-Pacific Nursing Conference for work on postoperative pain prediction. Presenters: Shiori Kita, Toshiaki Takahashi, Nao Tamai. researchmap
- Selected as a finalist for the Best Student Poster Presentation Awards at the Eighth Pan-Pacific Nursing Conference for work on dumping syndrome prediction. Presenters: Hinata Tomiyoshi, Toshiaki Takahashi, Nao Tamai. researchmap
- Authored a chapter in the March 2026 special issue of Kango Tenbo on international use cases of generative AI in healthcare and education. Author: Toshiaki Takahashi. researchmap
- Presented a poster on postoperative pain prediction using MIMIC-IV at the Eighth Pan-Pacific Nursing Conference. Presenters: Shiori Kita, Toshiaki Takahashi, Nao Tamai. researchmap
- Presented a poster on dumping syndrome prediction using MIMIC-IV at the Eighth Pan-Pacific Nursing Conference. Presenters: Hinata Tomiyoshi, Toshiaki Takahashi, Nao Tamai. researchmap
- Presented a poster on VTE prediction after gastrointestinal cancer surgery using MIMIC-IV at the Eighth Pan-Pacific Nursing Conference. Presenters: Ayaka Nakamura, Toshiaki Takahashi, Nao Tamai. researchmap
- A paper on social support reciprocity and mental health among community-dwelling older adults was accepted in Health Science Reports. Authors: Natsumi Hirose, Toshiaki Takahashi, Tomoki Tanaka, Bo-Kyung Son, Weida Lyu, Katsuya Iijima, Gojiro Nakagami. researchmap
- Delivered an oral presentation at the 29th East Asian Forum of Nursing Scholars on anatomical variation and hemodynamics of superficial upper-limb veins. Presenters: Sakura Oishi, Toshiaki Takahashi, Nao Tamai. researchmap
- 第40回日本がん看護学会学術集会で, ロボット支援下前立腺全摘除術後の骨盤底筋収縮機能改善に対するエコー可視化と臀部挙上運動の活用に関する事例報告を発表.Speaker(s): 玉井奈緒, 林ゑり子, 高橋聡明. researchmap
- JSTとRoyal Academy of EngineeringによるFrontiers symposium Artificial Intelligenceに招待参加. researchmap
- Journal of Tissue Viabilityに, 褥瘡の予後因子に関するスコーピングレビューが掲載. Authors: Yuki Fukui, Toshiaki Takahashi, Mao Kunimitsu, Miyako Muta, Sotaro Shimada, Gojiro Nakagami. researchmap
- 横浜市立大学エクステンション講座で「看護と理工学の融合: AI搭載超音波装置で変える看護の未来」をplanned and led. researchmap
- 日本看護科学学会 学術論文奨励賞を受賞.Awarded paper: Development of an e-learning program for biofeedback in pelvic floor muscle training for adult women using self-performed ultrasound. researchmap
- 医学界新聞に「ロボット，AIとARが拓く看護・在宅ケア」をauthored by Professor Takahashiで掲載. researchmap
- Joined the Society for Nursing Science and Engineering Ad Hoc Committee for Incorporation. researchmap
- Joined the Society for Nursing Science and Engineering Public Relations Committee. researchmap
- 東京大学 松尾・岩澤研究室 大規模言語モデルLLM講座 応用編を修了. researchmap
- Received the Excellent Presentation Award at the 13th Annual Meeting of the Society for Nursing Science and Engineering. Awarded presentation: 集中治療環境における入室後24時間データを用いた肺塞栓症発症リスクの時系列予測モデル. Awardee(s) / presenter(s): 高橋聡明, 牟田みや子, 福井優希, 仲上豪二, 美代賢吾, 玉井奈緒. researchmap
- 第13回看護理工学会学術集会で, 集中治療環境における入室後24時間データを用いた肺塞栓症発症リスクの時系列予測モデルを発表.Speaker(s): 高橋聡明, 牟田みや子, 福井優希, 仲上豪二朗, 美代賢吾, 玉井奈緒. researchmap
- 第13回看護理工学会学術集会で, 在宅リアルワールドデータを用いた仙骨部褥瘡保有療養者の特徴に関する後ろ向きコホート研究を発表.Speaker(s): 福井優希, 高橋聡明, 國光真生, 牟田みや子, 北村言, 真田弘美, 三宅邦明, 仲上豪二朗. researchmap
- 第13回看護理工学会学術集会で, ロボット支援下前立腺全摘除術後の経腹部エコーによる膀胱および膀胱底部の観察可能性を発表.Speaker(s): 神原真理子, 藤澤海帆, 高橋聡明, 林ゑり子, 玉井奈緒. researchmap
- Presented on the relationship between ultrasound-measured pelvic floor muscle contraction and postoperative urinary incontinence among patients after RARP at the 39th Annual Meeting of the Japanese Society of Endourology and Robotics. Speaker(s): Tomoyuki Tadenuma, Mariko Kanbara, Nao Tamai, Toshiaki Takahashi, Eriko Hayashi, Kazuhide Makiyama. researchmap
- Received the Best Presentation Award at the 5th Chronic Constipation Echo Study Group. Awarded presentation: 超高齢者の排便ケア -エコー定着に向けた取組みー. Awardee(s) / presenter(s): 松野美保, 本田朋子, 坂本志緒, 小倉さつき, 新田亜矢, 赤間美材, 石井美智, 桑田美代子, 高橋聡明. researchmap
- Nursing Research and Practiceに, 胸部装着カメラ映像を用いた訪問看護師の技能評価チェックリストに関する論文が掲載. Authors: Sotaro Shimada, Toshiaki Takahashi, Aya Kitamura, Masaru Matsumoto, Yuko Mugita, Hiromi Sanada, Gojiro Nakagami. researchmap
- Medical Tribuneに, 褥瘡予防におけるロボット介護機器の有用性と展望に関する内容が掲載. researchmap
- 近畿地区国立病院 第67回看護学会で, シンポジウム「テクノロジーと歩む看護の未来」に登壇.Speaker(s): 髙橋聡明. researchmap
- Received the UTNIC 2025 Best Oral Presentation Award. Awarded presentation: Counterfactual machine learning guided catheter selection indicates reduced in ICU pulmonary-embolism risk: dual-XGboost causal analysis of MIMIC-IV. Awardee(s) / presenter(s): Toshiaki Takahashi, Miyako Muta, Yuki Fukui, Gojiro Nakagami, Nao Tamai. researchmap
- Journal of Ultrasoundに, 超音波ガイド下血管穿刺におけるドレッシングフィルム評価の論文が掲載. Authors: Mari Abe, Toshiaki Takahashi, Miyako Muta, Atsuo Kawamoto, Ryoko Murayama, Gojiro Nakagami. researchmap
- Journal of Infusion Nursingに, 末梢静脈カテーテル留置後の皮下浮腫とカテーテル不成功の関連に関する論文が掲載. Authors: Toshiaki Takahashi, Gojiro Nakagami, Ryoko Murayama, Mari Abe, Hiromi Sanada. researchmap
- 高齢者の便秘検出における超音波検査の診断精度に関するシステマティックレビュー・メタ分析論文が掲載. Authors: Nakai Ayano, Shimizu Mikiko, Katogi Masashi, Hamada Mayumi, Sonoda Nozomi, Urai Tamae, Takahashi Toshiaki, Dai Misako, Ishimitsu Fumiko, Miura Yuka et al.. researchmap
- UTNIC2025で, ICU肺塞栓リスクとカテーテル選択に関する反実仮想機械学習研究を口頭発表.Speaker(s): Toshiaki Takahashi, Miyako Muta, Yuki Fukui, Gojiro Nakagami, Nao Tamai. researchmap
- 第27回日本褥瘡学会学術集会で, 教育講演「近未来, 褥瘡予防にロボット介護機器ができることは？ 褥瘡への活用の可能性」に登壇.Speaker(s): 髙橋聡明. researchmap
- 第27回日本褥瘡学会学術集会で, 訪問看護利用者の仙骨部褥瘡の経過に関する在宅リアルワールドデータ研究を発表.Speaker(s): 福井優希, 高橋聡明, 牟田みや子, 北村言, 阿部麻里, 真田弘美, 仲上豪二. researchmap
- 国立健康危機管理研究機構(JIHS) システム基盤整備局 医療情報管理部 主任研究員として着任. researchmap
- Participated in the Matsuo Lab LLM Development Competition 2025 as sub-leader of Team Cogito, working on safety verification and demonstration of a healthcare-specific LLM. researchmap
- 日本老年泌尿器科学会誌に, エコーを用いた骨盤底筋群収縮量と術後尿失禁の関連に関する症例集積研究が掲載. Authors: 神原 真理子, 蓼沼 知之, 槙山 和秀, 牟田 みや子, 高橋 聡明, 仲上 豪二朗, 林 ゑり子, 玉井 奈緒. researchmap
- IEEE EMBC 2025で, MIMIC-IV電子健康記録データを用いたICU肺塞栓予測研究をポスター発表.Speaker(s): Toshiaki Takahashi, Miyako Muta, Yuki Fukui, Nao Tamai, Gojiro Nakagami. researchmap
- Journal of the Association for Vascular Accessに, 超音波画像から血栓・皮下浮腫を自動検出する研究論文が掲載. Authors: Toshiaki Takahashi, Gojiro Nakagami, Ryoko Murayama, Mari Abe, Masaru Matsumoto, Hiromi Sanada. researchmap
- 第67回日本老年医学会学術集会で, 介護ロボットや新しい医療介護機器による高齢者支援に関する招待講演を実施.Speaker(s): 高橋聡明. researchmap
- 第34回日本創傷・オストミー・失禁管理学会学術集会で, WOCケアを支える次世代イノベーション技術に関する教育講演を実施.Speaker(s): 高橋聡明. researchmap
- 横浜市立大学 医学研究科 成人看護学 准教授に着任. researchmap
- 東京大学大学院医学系研究科 客員研究員としての活動を開始. researchmap
- Started the JSPS KAKENHI Grant-in-Aid for Scientific Research (B) project on care process evaluation using care-resource tracking real-world data as Principal Investigator. researchmap
- Joined the JSPS KAKENHI Grant-in-Aid for Scientific Research (B) project on home nursing DX using remote vital information monitoring as Co-Investigator. researchmap
- 看護薬理学カンファレンス 2025 in 幕張で, シンポジウム「AIの基本と看護応用 今更聞けない！まだ間に合う！ AIで何ができるの？」に登壇.Speaker(s): 高橋聡明. researchmap
- 15th International Nursing Conference & 28th East Asian Forum of Nursing Scholarsで, 褥瘡予後因子に関するスコーピングレビューを発表.Speaker(s): Fukui Yuki, Takahashi Toshiaki, Muta Miyako, Shimada Sotaro, Nakagami Gojiro. researchmap
- 15th International Nursing Conference & 28th East Asian Forum of Nursing Scholarsで, 地域在住高齢者のソーシャルサポート互恵性とメンタルヘルスに関する研究を発表.Speaker(s): Hirose Natsumi, Takahashi Toshiaki, Tanaka Tomoki, Son Bo-kyung, Lyu Weida, Iijima Katsuya, Nakagami Gojiro. researchmap
- Cureusに, 訪問系サービス利用者におけるコミュニケーションロボットとバイタルサイン測定連携システムに関する論文が掲載. Authors: Toshiaki Takahashi, Shiho Higashimura, Tsuneki Ninomiya, Sachiyo Fujimura, Naoki Sugimoto, Tetsuhiko Horai, Tomoko Abe, Aya Kitamura, Masaru Matsumoto, Gojiro Nakagami et al.. researchmap
- JST BOOST: Counterfactual Machine Learning System for Visualizing Quality of CareをPrincipal Investigatorとして開始. researchmap
- Served as president of the National College of Nursing alumni association as a social contribution activity (2018-2025). researchmap
- Clinical Biomechanicsに, 連続身体センサーデータに基づく褥瘡発生予測のための皮膚温推定システムに関する論文が掲載. Authors: Minami Shinkawa, Yuko Mugita, Toshiaki Takahashi, Daijiro Haba, Hiromi Sanada, Gojiro Nakagami. researchmap
- 18th International Conference on Biomedical Engineeringで, 訪問看護師向けXRトレーニングシステムの有効性評価に関する発表を実施.Speaker(s): Toshiaki Takahashi, Sotaro Shimada, Masaru Matsumoto, Aya Kitamura, Yuko Mugita, Gojiro Nakagami, Hiromi Sanada. researchmap
- 18th International Conference on Biomedical Engineeringで, ICU入室時の褥瘡発生予測モデルに関する発表を実施.Speaker(s): Miyako Muta, Toshiaki Takahashi, Gojiro Nakagami. researchmap
- National Hartford Center of Gerontological Nursing Excellenceで, 超音波, XR, AIを高齢者看護教育・実践に統合する取り組みについて講演.Speaker(s): Toshiaki Takahashi. researchmap
- 「Nursing Skills 超音波検査(エコー)を用いた可視化によるフィジカルアセスメント 表在エコー」を執筆. Authors: 高橋聡明. researchmap
- 第25回日本医療情報学会看護学術大会で, 大会企画看護理工学会共同企画シンポジウム「AIは看護の可能性を拡げるか」に登壇.Speaker(s): 高橋聡明. researchmap
- 第25回日本医療情報学会看護学術大会で, 電子カルテデータに基づく集中治療環境の肺塞栓発生予測モデルを発表.Speaker(s): 高橋聡明, 牟田みや子, 仲上豪二朗. researchmap
- Contributed as a co-author to the book Point-of-Care Nursing Echo, covering remote support for echo technology and self-echo. Authors: 松本 勝, 野村岳志, 河本敦夫, 次世代看護教育研究所, 真田弘美, 高橋聡明 et al.. researchmap
- Japan Journal of Nursing Scienceに, 自己操作超音波を用いた骨盤底筋訓練バイオフィードバックe-learningプログラムに関する論文が掲載. Authors: Miyako Muta, Toshiaki Takahashi, Nao Tamai, Hiromi Sanada, Gojiro Nakagami. researchmap
- Journal of Nursing Science and Engineeringに, 超音波ガイド下末梢静脈カテーテル留置におけるフィルムドレッシング越し画像品質の予備評価論文が掲載. Authors: Mari Abe, Toshiaki Takahashi, Atsuo Kawamoto, Gojiro Nakagami. researchmap
- IEEE International Conference on Robotics and Automationで, 輸液療法の合併症予防に向けたインピーダンス測定と光電容積脈波の予備的人試験を発表.Speaker(s): Sooin Kang, Toshiaki Takahashi, Mari Abe-Doi, Gojiro Nakagami, Taketoshi Mori. researchmap
- IEEE International Conference on Robotics and Automationで, 訪問系サービス利用者におけるコミュニケーションロボット長期活用とバイタルサイン測定連携システムを発表.Speaker(s): Toshiaki Takahashi, Shiho Higashimura, Aya Kitamura, Masaru Matsumoto, Gojiro Nakagami, Hiromi Sanada. researchmap
- Columbia UniversityとUTokyo NursingのJoint eventで, 看護における可視化データ分析の応用について招待講演.Speaker(s): Takahashi Toshiaki. researchmap
- Expert Review of Medical Devicesに, ICUにおけるPICCと中心静脈カテーテルの合併症比較に関する全国データベース解析論文が掲載. Authors: Toshiaki Takahashi, Kojiro Morita, Kazuaki Uda, Hiroki Matsui, Hideo Yasunaga, Gojiro Nakagami. researchmap
- 8th World Congress on Vascular Accessで, 末梢静脈カテーテル不成功予防に向けたTransformerモデルによる機械学習リスク評価法を発表.Speaker(s): Toshiaki Takahashi, Mari Doi-Abe, Ryoko Murayama, Hiromi Sanada, Gojiro Nanakagami. researchmap
- 8th World Congress on Vascular Accessで, 超音波を用いた末梢静脈カテーテル留置時の血管選定時間に触診が与える影響を発表.Speaker(s): Mari Abe-Doi, Toshiaki Takahashi, Ryoko Murayama, Hiromi Sanada, Gojiro Nakagami. researchmap
- BMC Women's Healthに, 自己操作超音波を用いた骨盤底筋訓練バイオフィードバックのための骨盤底筋収縮自動評価アルゴリズム論文が掲載. Authors: Miyako Muta, Toshiaki Takahashi, Nao Tamai, Motofumi Suzuki, Atsuo Kawamoto, Hiromi Sanada, Gojiro Nakagami. researchmap
- Japan Academy of Nursing Science Research Grant Program「バイタルサイン測定連動型コミュニケーションロボットシステムの実装に向けた生成系AIによる会話生成機能の開発」をPrincipal Investigatorとして開始. researchmap
- EAFONS 2024で, 看護教育・実践における超音波, XR, AIを用いた革新的介入について招待講演.Speaker(s): Toshiaki Takahashi. researchmap
- EAFONS 2024で, 訪問看護師向けCross Realityベース訓練支援システムの実現可能性を発表.Speaker(s): Shimada Sotaro, Takahashi Toshiaki, Kitamura Aya, Matsumoto Masaru, Mugita Yuko, Sanada Hiromi, Nakagami Gojiro. researchmap
- 看護研究に「看護理工学を基盤に，ケアの『なぜ』の探索と『無いならつくる』によってめざす，より良い未来」を掲載. Authors: 高橋聡明. researchmap
- 第2回 金融データ活用チャレンジ SIGNATEに参加し, 企業向けローン返済可否予測タスクに取り組む. researchmap
- Joined the Education Committee of the Japanese Society for Wound Healing. researchmap
- A Japanese Nursing Science Society conference abstract on PICC complications using a DPC database retrospective cohort study was published. Authors: Toshiaki Takahashi, Kojiro Morita, Gojiro Nakagami. researchmap
Current Projects
- JST BOOST: Counterfactual Machine Learning System for Visualizing Quality of Care Principal Investigator / 2025-2030. Members: Toshiaki Takahashi. This project uses real-world data and counterfactual machine learning to evaluate and optimize care processes. researchmap
- JSPS KAKENHI Grant-in-Aid for Scientific Research (B): Care Process Evaluation Using Care-Resource Tracking Real-World Data Principal Investigator / Apr 2025-Mar 2029 / 25K02910 / Total JPY 18,720,000. Members: Toshiaki Takahashi, Kengo Miyo, Hiromi Sanada, Gojiro Nakagami, Nao Tamai. This project tracks people, supplies, time, and actions in nursing care and links them to practical quality indicators. researchmap
- Shinohara Foundation Research Grant: Nursing Care Skill Assessment Support System Using Zero-Shot Multimodal LLMs Principal Investigator / Mar 2026-Apr 2027. Members: Toshiaki Takahashi. This AI project integrates video, images, and language information to support nursing skill assessment. researchmap
- JSPS KAKENHI Grant-in-Aid for Scientific Research (B): Home Nursing DX Using Remote Vital Information Monitoring Co-Investigator / Apr 2025-Mar 2029 / 25K02949 / Total JPY 18,720,000. Members: Masaru Matsumoto, Daijiro Haba, Aya Kitamura, Toshiaki Takahashi, Chizuko Konya, Gojiro Nakagami, Hiromi Sanada. This collaborative project supports home nursing in medically underserved and remote areas through remote vital monitoring and ICT. researchmap
Profile
Connecting Nursing and Technology
Toshiaki TAKAHASHI works across nursing engineering, remote nursing, ICT, nursing education, extended reality, image processing, robotics nursing, and ultrasound imaging to visualize the quality of care.
Research Statement
Nursing care is an advanced practice that observes human conditions, reads context, and connects decisions to appropriate actions. Because the quality of care and professional skills are often difficult to see, evaluate, and share, this page introduces research that uses AI, sensors, image processing, ICT, and remote support technologies to make nursing care safer, more reproducible, and easier to learn.
- Affiliation
- Adult Nursing, Graduate School of Medicine, Yokohama City University
- Position
- Associate Professor
- Degree
- Ph.D. in Health Sciences / The University of Tokyo
- Related Roles
- Senior Researcher, JIHS (cross appointment) / Visiting Researcher, The University of Tokyo
Research
Research Themes
The central aim is to develop methods that measure, support, and return the quality of care to practice.
Care Quality Visualization
Care processes and outcomes are captured from records, images, sensors, and real-world data and translated into evaluable knowledge.
Nursing Skill Assessment and Education Support
Skills in home nursing, peripheral intravenous therapy, wound care, and related fields are objectively evaluated using video, checklists, and AI.
Ultrasound, Image Processing, and AI
Research includes ultrasound-based assessment, vascular access support, constipation evaluation, and care recommendation systems.
Remote Nursing and Home Nursing DX
The goal is to implement care support using remote monitoring and ICT in medically underserved and home-care settings.
Projects
Research Projects
Selected projects from public profiles are organized to show the current research axes. Funding details are listed in the Research Funding and Competitive Grants section.
Nursing Care Skill Assessment Support System Using Zero-Shot Multimodal LLMs
A multimodal AI project to understand nursing-care scenes from multiple angles and support skill assessment.
Care Process Evaluation Using Care-Resource Tracking Real-World Data
This project tracks care resources and processes and treats real-world care as evaluable data.
Counterfactual Machine Learning System for Visualizing Quality of Care
This system-development project uses counterfactual thinking to better understand care choices and outcomes.
Home Nursing DX Using Remote Vital Information Monitoring
An implementation project supporting home nursing in medically underserved and remote areas through remote monitoring and information sharing.
XR Learning System for Vein Access Skills
This project supports learning of vein access skills needed in home nursing through personalized XR learning materials.
Talks
Talks
All 133 talks and presentations listed on researchmap are organized chronologically. The latest five are shown first, and the remaining records can be expanded.
Invited
褥瘡ケア×AI・ICT でこれまで目指したこと, これから目指すこと
日本褥瘡学会関東甲信越地方会 第 23 回東京支部フォーラム・第 19 回東京都在宅褥瘡セミナー 2026 May 9 Invited
Invited
Advanced Nursing Technology in Clinical and Academic Practice
Universitas Hasanuddin, Indonesia 2026 Apr 22 Invited
Development of Machine-Learning Venous thromboembolism Prediction Model In Post-gastrointestinal Cancer Surgery Patients Using MIMIC-IV
Eighth Pan-Pacific Nursing Conference 2026 Mar 27
Development of a Machine-Learning Model for Postoperative Pain Prediction in Surgical Patients Using MIMIC-IV
Eighth Pan-Pacific Nursing Conference 2026 Mar 27
Development of a machine-learning model to predict dumping syndrome after gastrectomy using MIMIC-IV
Eighth Pan-Pacific Nursing Conference 2026 Mar 26
Anatomical variations and blood flow dynamics of superficial veins in the upper limb measured by ultrasound
29th East Asian Forum of Nursing Scholars 2026 Feb 27
Relationship Between Ultrasound-Measured Pelvic Floor Muscle Contraction and Postoperative Urinary Incontinence in Patients After RARP
39th Annual Meeting of the Japanese Society of Endourology and Robotics 2025 Oct
Predicting Pulmonary Embolism in ICU Patients Using Machine Learning and MIMIC-IV Electronic Health Records Data
47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2025 Jul 17
Predictors of pressure injury prognosis: a scoping review
15th International Nursing Conference & 28th East Asian Forum of Nursing Scholars 2025 Feb 14
Effect of social support reciprocity on mental health status among community-dwelling older adults: Kashiwa Cohort Study
15th International Nursing Conference & 28th East Asian Forum of Nursing Scholars 2025 Feb 13
Evaluating the Efficacy of XR-Based Training Systems for Home-Visiting Nurses: A Prospective Non-Randomized Controlled Trial
18th International Conference on Biomedical Engineering 2024 Dec
Development of a pressure injury prediction model at admission for intensive care unit patients using large-scale electronic health record data
18th International Conference on Biomedical Engineering 2024 Dec
Integrating Ultrasonography, XR, and AI into Nursing Education and Practice for Older Adults
2024 National Hartford Center of Gerontological Nursing Excellence 2024 Oct 22
Impedance measurement and photoplethysmography for complication prevention in intravenous therapy: a preliminary human trial
2024 IEEE International Conference on Robotics and Automation 2024 May 17
Long-Term Utilization of Communication Robots by Users of Visiting Services: Development of a Vital Signs Measurement System Integration
2024 IEEE International Conference on Robotics and Automation 2024 May 17
Invited
Nursing applications of visualization data analysis
Joint event Columbia University and UTokyo Nursing, The University of Tokyo New York Office, New York, US 2024 May 13 Invited
Developing a machine learning-based risk assessment method using Transformer models for enhancing ultrasonography utilization in preventing peripheral intravenous catheter failure
8th World Congress on Vascular Access 2024 Apr 19
Effect of palpation on time required for vessel selection during peripheral intravenous catheter placement using ultrasound
8th World Congress on Vascular Access 2024 Apr 17
Invited
Innovative Interventions in Research and Education, Using Ultrasonography and XR and AI in Nursing education and practice: Experience in UTokyo Nursing
The 27th East Asian Forum of Nursing Scholars (EAFONS 2024) Conference 2024 Mar 7 Invited
Feasibility examination of cross reality-based training support systems for home-visiting nurses.
The 27th East Asian Forum of Nursing Scholars. 2024 2024 Mar 6
Establishment of a method for estimating skin temperature through clothes via machine learning: a skin thermal simulation study
45th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 26
Preliminary examination of usability and feasibility of tele-accompanying system using augment reality glasses for nurses
45th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 26
Estimation of Wound Area and Severity Level of Skin tear using Deep Learning Methods.
45th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 26
Development of a risk assessment method based on machine learning to promote appropriate use of ultrasonography for the prevention of peripheral intravenous catheter failure
45th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 25
Development of pelvic floor muscle contraction automatic evaluation algorithm using self-performed ultrasound
45th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 25
Creation of the Forearm 3D-Model with Veins from Transversal Ultrasonography Image Sequence.
5th Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2023 Jul 25
経時的生体センサデータに基づく褥瘡発生予測法のための皮膚温度推定法の開発 ―同一姿勢の健常成人における検証―
第32回日本創傷・オストミー・失禁管理学会学術集会 2023 Jul 8
自己操作による超音波検査を用いた骨盤底筋訓練のバイオフィードバック方法の開発：eラーニングと骨盤底筋収縮自動判定アルゴリズム
第32回日本創傷・オストミー・失禁管理学会学術集会 2023 Jul 8
Invited
ワークショップ 救急(POCUS・横断) ポイントオブケア看護エコー最前線 POCUS による漏れない末梢静脈カテーテルの留置方法
日本超音波医学会第 96 回学術集会 2023 May 28 Invited
Automatic evaluation of pelvic floor muscle contraction from the bladder images obtained by self-operated ultrasound in healthy women.
The 26th East Asian Forum of Nursing Scholars 2023 Mar 10
Assessing the reliability of the video-based objective evaluation checklist for skill of pressure injury care provided in home healthcare setting.
The 26th East Asian Forum of Nursing Scholars 2023 Mar 10
Invited
WORKSHOP 5 Bio-Engineering Nursing/ Hands-on Workshop: Use of Ultrasonography, AI/AR, and Wound Biofilm Visualization Technologies
26th EAFONS2023 2023 Mar 10 Invited
Invited
訪問看護における DX(デジタルトラン スフォーメーション)活用の未来像 ~VR・AR・エコーなど~
全国訪問看護事業協会 令和四年度 訪問看護事業者(管理者)大会 2023 Feb 17 Invited
Invited
メインシンポジウム 看護におけるデジタル情報取得と処理, 表現方法におけるトランスフォーメーション -超音波検査画像, 人工知能自動処理, 拡張複合現実の看護への実装-
第42回日本看護科学学会学術集会 2022 Dec 3 Invited
Invited
Using Ultrasonography and AR/XR in Nursing: Experience in Japan
Healthcare Education and Simulation Workshop 2022 THE UNIVERSITY OF HONG KONG LKS Faculty of Medicine School of Nursing 2022 Aug 4 Invited
Invited
Innovation in nursing: Global Nursing Research Center, The University of Tokyo
2022 Online Exchange Program, College of Nursing, Taipei Medical University 2022 Jul 22 Invited
Extraction of outcome candidates to evaluate the effects of nurses who have completed advanced nursing training.
The 9th Asia Pacific Enterostomal Therapy Nurse Association Conference 2021 Jul 3
A scoping review: Which telemedicine intervention from wound experts support wound management for people with pressure injuries in community settings?.
The 9th Asia Pacific Enterostomal Therapy Nurse Association Conference abstract book. 2021 2021 Jul 3
訪問看護師によるエコーを用いた排便ケアがリハビリテーションへの不安と緩下剤使用の減少につながった一例
日本創傷・オストミー・失禁管理学会誌 2021 Jul (一社)日本創傷・オストミー・失禁管理学会
訪問看護師のエコーを用いた水腎症評価により早期介入と家族の負担軽減につながった18トリソミー児の一例
日本創傷・オストミー・失禁管理学会誌 2021 Jul (一社)日本創傷・オストミー・失禁管理学会
訪問看護師によるエコーを用いた下行結腸の便貯留評価に基づく便秘への介入が自力排便につながった一症例
日本創傷・オストミー・失禁管理学会誌 2021 Jul (一社)日本創傷・オストミー・失禁管理学会
訪問看護師によるエコーを用いた膀胱留置カテーテル挿入後の観察により観察時間の短縮につながった一例
日本創傷・オストミー・失禁管理学会誌 2021 Jul (一社)日本創傷・オストミー・失禁管理学会
静脈穿刺時の仮想超音波画像表示のためのRGB-Dカメラを用いたプローブの位置推定の試み
ロボティクス・メカトロニクス 講演会 2021予稿集, 2A1-E02(1)～2A1-E02(4), 2021. (ロボティクス・メカトロニクス 講演会2021, オンライン開催，6月6～8日開催，8日発表) 2021 Jun
Invited
緩和ケアおよび終末期にある患者に存在する皮膚変化と皮膚の不全に関する定義の検討と避けられない褥瘡の定義策定に向けた検討
第29回日本創傷・オストミー・失禁管理学会学術集会 2020 Jul 23 Invited
Developing wound monitoring system using electrical impedance tomography spectroscopy: Preliminary trial.
The 29th Japanese Society of Wound, Ostomy & Continence Management. 2020 Jul 23
Development of an Electrical Impedance Tomography Spectroscopy for Pressure Ulcer Monitoring Tool: Preliminary Study.
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2020) 2020 Jul 20
Bayesian Statistic Model for Nurse Call Data Considering Time-Series, Individual Patient Variabilities and Massive Zero-Count Call Data.
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2020) 2020 Jul 20
防ぎきれない褥瘡を考える 長期療養型病院におけるKennedy Terminal Ulcerの発生とその特徴
日本創傷治癒学会プログラム・抄録集 2019 Dec (一社)日本創傷治癒学会
Characteristics of patients with Kennedy Terminal Ulcer in a long-term care hospital in Japan
APETNA 2019 : 8th Asia Pacific Enterostomal Therapy Nurse Association 2019 Nov 23
Posture Classification and Posture Based Pressure Ulcer Risk Estimation By Pressure Sensor Mattress Using Deep Learning.
Japanese Society of Wound, Ostomy and Continence Management conference 2019 May 25
Catheter tip are possible resource for biological study on catheter failure.
AVASSM2019 2019 May 13
シンポジウムⅡ 看護行為の開発ならびに標準化のプロセス 摂食嚥下時の誤嚥・残留アセスメントに関する看護ケアガイドラインの作成
第38回 日本看護科学学会学術集会 2018 Dec 16
Particle filter-based method for estimation of a vein area from cross-sectional ultrasound image sequence of an arm
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2018 Jul
Exproring the cause of the peripheral intravenous catheter failure with an upper arm catheterization: case report.
AVAS Scientific Meeting 2017 May
Usefulness of tablet-type ultranonography for assessing peripharal veins for intravenous catheterization: a pilot study.
AVAS Scientific Meeting, 2017 May
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Awards
Awards
Best Student Poster Presentation Awards Finalist
Awarded presentation: Development of a Machine-Learning Dumping Syndrome Prediction Model Following Gastrectomy Using MIMIC-IV. Awardee(s) / presenter(s): Hinata Tomiyoshi, Toshiaki Takahashi, Nao Tamai. Awarded by: Eighth Pan-Pacific Nursing Conference Organising Committee. researchmap
Best Student Poster Presentation Awards Finalist
Awarded presentation: Development of a Machine-Learning Venous Thromboembolism Prediction Model in Post-Gastrointestinal Cancer Surgery Patients Using MIMIC-IV. Awardee(s) / presenter(s): Ayaka Nakamura, Toshiaki Takahashi, Nao Tamai. Awarded by: Eighth Pan-Pacific Nursing Conference Organising Committee. researchmap
Best Student Poster Presentation Awards Finalist
Awarded presentation: Development of a Machine-Learning Model for Postoperative Pain Prediction in Surgical Patients Using MIMIC-IV. Awardee(s) / presenter(s): Shiori Kita, Toshiaki Takahashi, Nao Tamai. Awarded by: Eighth Pan-Pacific Nursing Conference Organising Committee. researchmap
日本看護科学学会 学術論文奨励賞
Awarded paper: Development of an e-learning program for biofeedback in pelvic floor muscle training for adult women using self-performed ultrasound: An observational study. Authors: Muta Miyako, Takahashi Toshiaki, Tamai Nao, Sanada Hiromi, Nakagami Gojiro. researchmap
第13回看護理工学会学術集会 優秀演題賞
Awarded presentation: 集中治療環境における入室後24時間データを用いた肺塞栓症発症リスクの時系列予測モデル. Awardee(s) / presenter(s): 高橋聡明, 牟田みや子, 福井優希, 仲上豪二, 美代賢吾, 玉井奈緒. researchmap
第五回慢性便秘エコー研究会 Best Presentation Award
Awarded presentation: 超高齢者の排便ケア -エコー定着に向けた取組みー. Awardee(s) / presenter(s): 松野美保, 本田朋子, 坂本志緒, 小倉さつき, 新田亜矢, 赤間美材, 石井美智, 桑田美代子, 高橋聡明. researchmap
UTNIC 2025 Best Oral Presentation Award
Awarded presentation: Counterfactual machine learning guided catheter selection indicates reduced in ICU pulmonary-embolism risk: dual-XGboost causal analysis of MIMIC-IV. Awardee(s) / presenter(s): Toshiaki Takahashi, Miyako Muta, Yuki Fukui, Gojiro Nakagami, Nao Tamai. Awarded by: UTNIC 2025 Organizing Committee. researchmap
第10回看護理工学会学術集会 奨励賞
Awarded presentation: 訪問看護師が撮影した直腸エコー動画に対するAIによる便貯留評価手法の考案. Awardee(s) / presenter(s): 松本勝, 石橋昴大, 北村言, 玉井奈緒, 三浦由佳, 高橋聡明, 東村志保, 仲上豪二朗, 真田弘美. researchmap
日本褥瘡学会 大浦賞
令和4年度日本褥瘡学会 大浦賞. Awardee(s) / author(s): Nakagami Gojiro, Yokota Shinichiroh, Kitamura Aya, Takahashi Toshiaki, Morita Kojiro, Noguchi Hiroshi, Ohe Kazuhiko, Sanada Hiromi. researchmap
Top Cited Article 2021-2022
Awardee(s) / author(s): Miura Y, Tamai N, Kitamura A, Yoshida M, Takahashi T, Mugita Y, Tobita I, Arita M, Urai T, Dai M, Noguchi H, Matsumoto M, Mukai K, Nakagami G, Ota E, Sugama J, Sanada H. researchmap
日本看護科学学会 JANS40大会賞
Awarded presentation: 末梢静脈点滴トラブルを防ぐ為の超音波画像を用いたAIによるケアリコメンデーションシステムの開発. Awardee(s) / presenter(s): 高橋 聡明, 村山 陵子, 仲上 豪二朗, 阿部 麻里, 松本 勝, 真田 弘美. researchmap
第3回看護理工学会学術集会 優秀ポスター賞
Awardee(s) / presenter(s): 大屋麻衣子, 村山陵子, 大江真琴, 田邊秀憲, 松井優子, 高橋聡明, 大友英子, 小見山智恵子, 真田弘美. researchmap
第2回看護理工学会学術集会 優秀演題賞
Awarded presentation: 超音波検査装置を用いた末梢静脈点滴による血管内腔変化の観察. Awardee(s) / presenter(s): 高橋聡明, 田邊秀憲, 村山陵子, 薮中幸一, 大江真琴, 新井梨佳, 内田美保, 小見山智恵子, 門脇孝, 真田弘美. researchmap
Committee Activities
Committee and Society Activities
He contributes to early-career researcher support, society operations, communication, and education across nursing science, nursing engineering, and wound healing.
Leadership
公益社団法人 日本看護科学学会, JANS, 若手の会 会長
Supports exchange and research activity among early-career researchers and practitioners. researchmap
Governance
看護理工学会 法人化アドホック委員会
Participates in discussions to strengthen the operating foundation of the nursing engineering society. researchmap
Communication
看護理工学会 広報委員会
Supports communication on research, education, and social implementation in nursing engineering. researchmap
Education
日本創傷治癒学会 教育委員会
Contributes to education and dissemination of specialized knowledge in wound healing. researchmap
Council
看護理工学会 評議員
Serves as a council member supporting academic activities and society operations in nursing engineering. researchmap
Coordination
公益社団法人 日本看護科学学会 JANS若手の会 エリア・コーディネーター
Supports early-career researchers across regions and disciplines through the JANS Young Researchers Group. researchmap
Education
一般社団法人 次世代看護教育研究所 講師
Contributes as an instructor for education and training related to next-generation nursing education. researchmap
ICT
一般社団法人 全国訪問看護事業協会 訪問看護推進委員会ICTプロジェクト
Participates in a project promoting ICT use in home nursing. researchmap
Guideline
日本看護科学学会 高齢者の便秘時の大腸便貯留アセスメントに関する診療ガイドライン SRチーム
Contributes to systematic reviews for clinical guideline development related to nursing care. researchmap
International
26th East Asian Forum of Nursing Scholars: EAFONS2023 committee member
Served on the organizing committee for the international EAFONS2023 conference. researchmap
Review
26th East Asian Forum of Nursing Scholars: EAFONS2023 review committee member
Served as a review committee member for EAFONS2023 abstracts. researchmap
Guideline
日本看護科学学会 看護ケア開発・標準化委員会 ガイドライン作成システマティックレビューメンバー
Contributed to guideline development for nursing assessment of aspiration and residue during swallowing. researchmap
Planning
日本家族看護学会 第28回学術集会 企画委員会 企画委員
Contributed to program planning as a scientific meeting planning committee member. researchmap
Event
第30回日本創傷・オストミー・失禁管理学会学術集会 実行委員会 実行委員
Contributed to conference operations as an executive committee member. researchmap
Organizing
APETNA2021 Organizing Committee
Served on the APETNA2021 Organizing Committee and supported international education and research exchange. researchmap
Event
日本家族療法学会第37回大会 実行委員会 実行委員
Served as an executive committee member for the 37th Annual Meeting of the Japanese Association of Family Therapy. researchmap
Research
厚生労働科学研究費補助金 特定行為研修の修了者の活用に際しての方策に関する研究 研究協力者
Contributed as a research collaborator to a study on utilization of nurses who completed specified medical act training. researchmap
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Academic Contribution
Peer Review and Academic Contribution
Peer-review activities listed in the researchmap academic contribution category are summarized here.
Peer Review
Journal of Nursing Science and Engineering
Contributes to journal peer review. researchmap
Media Coverage
Media Coverage
Media coverage and authored pieces related to nursing and technology, pressure injury prevention, and home care are listed here.
Newspaper / Magazine
ロボット，AIとARが拓く看護・在宅ケア 安全はテクノロジーに，安心は人に
Igaku-Shoin / Igakukai Shinbun. An authored article discussing the potential of robots, AI, and AR in nursing and home care. researchmap
Web Media
褥瘡予防にロボット介護機器が有用！ 新たな取り組みや今後の展望などを解説
Medical Tribune. Coverage on pressure injury prevention and the use of robotic care devices. researchmap
Publications
Publications
Peer-reviewed papers, English and Japanese journals, and international conference papers are organized chronologically. The latest five are shown first, and the remaining records can be expanded.
Benchmarking Zero-Shot GPT-Based Multimodal Large Language Models for Pressure Injury Staging
Effect of social support reciprocity on mental health status among community-dwelling older adults: A cross-sectional study of the Kashiwa Cohort Study
Prognostic factors of pressure injury: a scoping review
Development and Evaluation of the Reliability and Validity of Video‐Based Assessment Checklists of Nursing Skills via Chest‐Mounted Cameras for Home‐Visiting Nurses
Evaluation of a dressing film for ultrasound-guided vascular puncture to achieve high-quality imaging and infection prevention
Constipation detection accuracy of ultrasonography for elderly people with difficulty in communicating symptoms in nursing care: A systematic review and meta-analysis
Ultrasonography-Observed Subcutaneous Edema Immediately After Peripheral Intravenous Catheter Placement Is a Factor in Subsequent Catheter Failure.
ロボット支援下前立腺全摘除術を受けた患者のエコーを用いた骨盤底筋群収縮量と術後尿失禁の関連 症例集積研究
Automated Ultrasonographic Detection of Thrombus and Subcutaneous Edema due to Peripheral Intravenous Catheter
The Long-Term Use of Communication Robots by Users of Visiting Healthcare Services: Development of an Integrated Vital Signs Measurement System.
A novel skin temperature estimation system for predicting pressure injury occurrence based on continuous body sensor data: A pilot study.
Development of an e-learning program for biofeedback in pelvic floor muscle training for adult women using self-performed ultrasound: An observational study
Preliminary evaluation of ultrasound image quality obtained through film dressing for ultrasound-guided peripheral venous catheter placement
Complications after peripherally inserted central catheter versus central venous catheter in intensive care unit: Propensity score analysis using a nationwide database
Pelvic floor muscle contraction automatic evaluation algorithm for pelvic floor muscle training biofeedback using self-performed ultrasound
Introduction of augmented reality to the remote wound care nursing consultation system
Effects of ultrasound with an automatic vessel detection system using artificial intelligence on the selection of puncture points among ultrasound beginner clinical nurses
WOC領域における看護専門外来の現状と将来展望
Japanese clinical practice guidelines for aspiration and pharyngeal residual assessment during eating and swallowing for nursing care
Automatic vein measurement by ultrasonography to prevent peripheral intravenous catheter failure for clinical practice using artificial intelligence: development and evaluation study of an automatic detection method based on deep learning
Incidence of and risk factors for self‐load‐related and medical device‐related pressure injuries in critically ill patients: a prospective observational cohort study
Catheter failure in the administration of hyperosmotic drugs through a peripheral vein and vascular selection: A retrospective cohort study
Modeling for change of daily nurse calls after surgery in an orthopedics ward using bayesian statistics
Supervised machine learning-based prediction for in-hospital pressure injury development using electronic health records: A retrospective observational cohort study in a university hospital in Japan
The influence of peripheral intravenous catheterization on the sleep quality of ophthalmic inpatients: An observational study
Diagnostic accuracy of ultrasound examination in detecting aspiration and pharyngeal residue in patients with dysphagia: A systematic review and meta‐analysis
末梢静脈カテーテル留置が眼科入院患者の睡眠の質に及ぼす影響 観察研究(The influence of peripheral intravenous catheterization on the sleep quality of ophthalmic inpatients: An observational study)
Ultrasonographic measurement of blood flow of peripheral vein in the upper limb of healthy participants: a pilot study
Characteristics of kennedy terminal ulcer in long-term care facilities
Developing Wound Monitoring System Using Electrical Impedance Tomography Spectroscopy: Preliminary Trial
Preventing peripheral intravenous catheter failure by reducing mechanical irritation.
Bayesian statistic model for nurse call data considering time-series, individual patient variabilities and massive zero-count call data.
Development of an Electrical Impedance Tomography Spectroscopy for Pressure Ulcer Monitoring Tool: Preliminary study.
Development of an algorithm using ultrasonography-assisted peripheral intravenous catheter placement for reducing catheter failure.
ベイズ統計モデルに基づく整形病棟のナースコールログデータの術後コール数変化の解析
Using Tablet-Type Ultrasonography to Assess Peripheral Veins for Intravenous Catheterization: A Pilot Study.
Catheter tips are a possible resource for biological study on catheter failure.
超音波検査とスケッチ技法を用いた末梢静脈カテーテル留置時の観察研究
Exploring the causes of peripheral intravenous catheter failure based on shape of catheters removed from various insertion sites.
Continuous thermographic observation may predict extravasation in chemotherapy-treated patients
Removal of peripheral intravenous catheters due to catheter failures among adult patients
Is Thrombus with Subcutaneous Edema Detected by Ultrasonography Related to Short Peripheral Catheter Failure? A Prospective Observational Study
Low-angled peripheral intravenous catheter tip placement decreases phlebitis
Ultrasonographic Classification of Subcutaneous Edema Caused by Infusion via Peripheral Intravenous Catheter
Using ultrasonography for vessel diameter assessment to prevent infiltration
Low-temperature infiltration identified using infrared thermography in patients with subcutaneous edema revealed ultrasonographically: A case report
Patient risk factors for developing sign- and symptom-related peripheral intravenous catheter failure : A retrospective stud
The relationship between the tip position of an indwelling venous catheter and the subcutaneous edema
Ultrasonographic appearance of infusion via the peripheral intravenous catheters
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Career
Career / Education
Current
- 2025 Jul - Present Senior Researcher, Japan Institute for Health Security (JIHS) (cross appointment)
- 2025 Apr - Present Visiting Researcher, Graduate School of Medicine, The University of Tokyo
- 2025 Apr - Present Associate Professor, Adult Nursing, Graduate School of Medicine, Yokohama City University
- 2021 Jul - Present Visiting Researcher, Institute for Future Nursing Education
Previous
- 2023 Apr - 2025 Mar Lecturer, Gerontological Nursing, Graduate School of Medicine, The University of Tokyo
- 2022 Apr - 2023 Mar Assistant Professor, Gerontological Nursing, Graduate School of Medicine, The University of Tokyo
- 2018 Apr - 2022 Mar Project Assistant Professor, Graduate School of Medicine, The University of Tokyo
- 2010 Apr - 2013 Mar Registered Nurse, National Center for Global Health and Medicine
Education
- 2015 Apr - 2018 Mar Doctoral Program, Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo
- 2013 Apr - 2015 Mar Master's Program, Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo
- 2006 Apr - 2010 Mar Faculty of Nursing, National College of Nursing, Japan
Keywords
Research Keywords
Nursing Engineering
Remote Nursing
ICT
Nursing Education
Adult Nursing
Chronic Care Nursing
Acute Care Nursing
Community Health Nursing
Fundamental Nursing
Gerontological Nursing
Extended Reality
Image Processing
Robotics Nursing
Care Innovation
Imaging Nursing
Peripheral Intravenous Therapy
Home Nursing
Ultrasound Imaging
Official Links
Official Profiles
For detailed achievements, career history, competitive funding, committee roles, academic contributions, and social contributions, please refer to the official databases.
researchmap
Web of Science
Google Scholar
Yokohama City University Researcher Profile
JST BOOST
Yokohama City University / Adult Nursing