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Development of a perioperative patient management system to promote recovery in esophageal cancer

Research Project

Project/Area Number 21K17681
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 59040:Nutrition science and health science-related
Research InstitutionShizuoka University

Principal Investigator

Kim Jinhyuk  静岡大学, 情報学部, 准教授 (00735095)

Project Period (FY) 2021-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2023: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2022: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2021: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords周術期患者管理システム / 食道がん患者 / ウェアラブルデバイス / モバイルヘルスシステム / 食道がん / 日常生活下健康管理 / 日常生活下調査 / ウェラブルデバイス
Outline of Research at the Start

近年のデータ収集技術の発達により、疾病の発病・治療過程に関連する情報を詳細に評価する精密医療や個人化医療が注目を浴びている。しかしながら、最新技術で収集された健康関連情報の活用については個人的な健康管理に集約されるケースが多く、臨床現場での応用については十分な検討が必要とされている。本研究では、食道切除術を受ける食道がん患者を対象とし、生活習慣(運動、睡眠、食生活、服薬遵守等)、身体・精神状態など周術期のリスク要因をモニタリングする患者管理システムを開発する。これにより食道がん患者を含む周術期患者の手術前後や退院後の健康管理、早期回復を支援する。

Outline of Final Research Achievements

We developed a perioperative patient management system as a versatile and convenient medical platform for esophageal cancer using tablet PC and wearable devices. This system is designed to reduce patients' respondent burden on clinical settings and provide more timely and appropriate patient support before/during/after hospitalization. The system is currently used to monitor perioperative risk factors such as health-related behaviors (e.g., physical activity, sleep, eating, and medication adherence) and the physical and mental well-being of patients with esophageal cancer undergoing esophagectomy. Our system is one step toward a functional and stable patient management tool that integrates the data collection, analysis, and intervention of multidimensional health information in clinical settings.

Academic Significance and Societal Importance of the Research Achievements

本研究で開発した周術期患者管理システムの特徴は、モニタリングした食道がん患者の生活習慣や身体・精神状態などの測定項目の詳細を患者や家族、医療従事者が随時確認できるデータモニタリング・フィードバックツール(ダッシュボードなど)の活用ができることである。現在、システムの改善のための改修を行っており、サーバに蓄積されたデータをその場で処理・解析し、状況に応じてメッセージ等フィードバック情報の送受信が可能な連絡ツールを構築する。これにより、臨床現場の負担を減らし入院前や入院中、退院後の周術期患者をより適時適切にサポートできる汎用性・利便性の高い医療プラットフォームとしての発展を目指す。

Report

(4 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • Research Products

    (30 results)

All 2024 2023 2022 2021 Other

All Int'l Joint Research (9 results) Journal Article (10 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 9 results,  Open Access: 1 results) Presentation (11 results) (of which Int'l Joint Research: 6 results)

  • [Int'l Joint Research] Linnaeus University(スウェーデン)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] University of Heidelberg(ドイツ)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] University of Alberta(カナダ)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] The Pennsylvania State University(米国)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] Linnaeus University/Lund University(スウェーデン)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] University of Heidelberg(ドイツ)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] The Pennsylvania State University/University of California Merced/Stony Brook University(米国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Linnaeus University(スウェーデン)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] University of Heidelberg(ドイツ)

    • Related Report
      2021 Research-status Report
  • [Journal Article] Yes-No Flowchart Generation for Interactive Exploration of Personalized Health Improvement Actions2024

    • Author(s)
      Oda N, Shoji Y, Kim J, Yamamoto Y
    • Journal Title

      Proceedings of the DASFAA 2024 Workshop on Emerging Results in Data Science and Engineering (ERDSE 2024)

      Volume: 2024

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of a Suitable Level of Physical Activity to Reduce Sleep Disorders2024

    • Author(s)
      Oshima K, Foo JC, Marcusson-Clavertz D, Kim J
    • Journal Title

      Proceedings of 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2024)

      Volume: 2024

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 身体活動向上のためのパーソナライズ型Just-in-Time介入2023

    • Author(s)
      池ケ谷舞,杉山和輝,村田大河,小嶋健汰,金鎭赫
    • Journal Title

      Proceedings of Life Engineering Symposium 2023(LE 2023)

      Volume: 2023 Pages: 45-50

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 日常生活下における睡眠タイミングの推定2023

    • Author(s)
      村田大河, 山本祐輔, 金鎭赫
    • Journal Title

      Proceedings of Life Engineering Symposium 2023(LE 2023)

      Volume: 2023 Pages: 71-76

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mind wandering and sleep in daily life: A combined actigraphy and experience sampling study2023

    • Author(s)
      Marcusson-Clavertz David、Persson Stefan D.、Davidson Per、Kim Jinhyuk、Cardena Etzel、Kuehner Christine
    • Journal Title

      Consciousness and Cognition

      Volume: 107 Pages: 103447-103447

    • DOI

      10.1016/j.concog.2022.103447

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Information Presentation Methods for Setting Achievable and Meaningful Goals on Fitness Apps2022

    • Author(s)
      Oda Naoya、Kim Jin-Hyuk、Yamamoto Yusuke
    • Journal Title

      Proceedings of the 2022 ACM Conference on Information Technology for Social Good

      Volume: - Pages: 61-67

    • DOI

      10.1145/3524458.3547237

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Relationships between daily stress responses in everyday life and nightly sleep2022

    • Author(s)
      Marcusson-Clavertz David、Sliwinski Martin J.、Buxton Orfeu M.、Kim Jinhyuk、Almeida David M.、Smyth Joshua M.
    • Journal Title

      Journal of Behavioral Medicine

      Volume: - Issue: 4 Pages: 518-532

    • DOI

      10.1007/s10865-021-00281-3

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Computing components of everyday stress responses: exploring conceptual challenges and new opportunities2022

    • Author(s)
      Smyth JM, Zawadzki MJ, Marcusson-Clavertz D, Scott SB, Johnson JA, Kim J, Toledo M, Stawski R, Sliwinski MJ, Almeida DM
    • Journal Title

      Perspectives on Psychological Science

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 運動習慣の精神的健康への影響2021

    • Author(s)
      金鎭赫、東郷史治
    • Journal Title

      精神科

      Volume: 39 Pages: 630-636

    • Related Report
      2021 Research-status Report
  • [Journal Article] A Pilot Study of Temporal Associations Between Psychological Stress and Cardiovascular Response2021

    • Author(s)
      Kim Jinhyuk、Murata Taiga、Foo Jerome Clifford、Md Azmol Hossain Bappi、Togo Fumiharu
    • Journal Title

      Proceedings of 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

      Volume: 2021 Pages: 7040-7043

    • DOI

      10.1109/embc46164.2021.9630872

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 個人に最適な生活改善行動を対話的に探索するためのYES/NOチャート自動生成2024

    • Author(s)
      織田直也,金鎭赫,莊司慶行,山本祐輔
    • Organizer
      第16回データ工学と情報マネジメントに関するフォーラム(DEIM2024)
    • Related Report
      2023 Annual Research Report
  • [Presentation] 身体活動や気分を用いた運動消費カロリーの予測モデルの提案2023

    • Author(s)
      岡田享大,金鎭赫
    • Organizer
      第21回情報学ワークショップ(WiNF2023)
    • Related Report
      2023 Annual Research Report
  • [Presentation] Personalized Just-in-Time Adaptive Intervention for Increasing Physical Activity2023

    • Author(s)
      Sugiyama K, Foo JC, Yamamoto Y, Kim J
    • Organizer
      17th International Congress of Behavioral Medicine (ICBM 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Investigating antidepressant response: ambulatory assessment in patients undergoing Sleep Deprivation Therapy2023

    • Author(s)
      Sirignano L, Takeuchi H, Frank J, Witt SH, Streit F, Zillich L, Kim J, Wadle L, Ebner-Priemer U, Yamamoto Y, Gilles M, Rietschel M, Foo JC
    • Organizer
      Society of Ambulatory Assessment (SAA2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Variance partitioning of active and sedentary behaviors: Are we intervening at the right level?2022

    • Author(s)
      Toledo MJL, Conroy DE, Kim J, Marcusson-Clavertz D, Almeida DM, Sliwinski MJ, Sciamanna CN, O’brien E, Johnson JA, Smyth JM
    • Organizer
      43rd Annual Meeting & Scientific Sessions of Society of Behavioral Medicine
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] 日中の身体活動の文脈が与える心理的影響2022

    • Author(s)
      池ヶ谷舞,金鎭赫
    • Organizer
      第20回情報学ワークショップ(WiNF2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] ウェアラブルデバイスを用いた日常生活下における睡眠規則性と気分の関連2022

    • Author(s)
      村田大河,山本祐輔,金鎭赫
    • Organizer
      第20回情報学ワークショップ(WiNF2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] Association between smartphone usage and daily mood in international students2022

    • Author(s)
      Hossain BMA, Murata T, Kim J
    • Organizer
      SMASH22 Summer Symposium
    • Related Report
      2022 Research-status Report
  • [Presentation] Day-to-day relationship between sleep regularity and mood2022

    • Author(s)
      Murata T, Foo JC, Yamamoto Y, Kim J
    • Organizer
      80th Scientific Annual Meeting of American Psychosomatic Society
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Classifying heart rate variability predicts psychological stress2021

    • Author(s)
      Kawada T, Murata T, Foo JC, Togo F, Kim J
    • Organizer
      43rd Annual International Conference of IEEE Engineering in Medicine and Biology Society (EMBC)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Does sleep affect your morning mood? A pilot study2021

    • Author(s)
      Murata T, Foo JC, Kim J
    • Organizer
      32nd International Congress of Psychology
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research

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Published: 2021-04-28   Modified: 2025-01-30  

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