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Development of quantitative measures to discriminate medical records sufficient for information sharing

Research Project

Project/Area Number 19K19347
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 58010:Medical management and medical sociology-related
Research InstitutionUniversity of Tsukuba

Principal Investigator

Kagawa Rina  筑波大学, 医学医療系, 講師 (10824675)

Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2022: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
KeywordsEHR / clinical notes / document formalization / document / communication / 電子カルテ / 文書構造 / 料理レシピ / コミュニケーション / 音楽教育
Outline of Research at the Start

医師は患者さんを診察すると、患者さんの訴え、それに基づき医師が考えたこと、最終的な患者の疾患と治療方針などを、電子カルテに記載します。しかし、電子カルテの記載内容がチーム医療において各医療者間での情報共有に十分かどうか評価する指標がありません。本研究では定量的な指標を作成し、新しい電子カルテをデザインします。

Outline of Final Research Achievements

We conducted a large-subject experiment with physicians, nurses, and other health care professionals that evaluated the usefulness of progress notes. The results showed that when physicians were encouraged to add the intervention intent (i.e., why the physician performed the intervention), the progress notes were significantly more useful by other health care professionals without increasing the burden on the describing physician.
In this study period, the scope was also extended from progress notes to cooking recipes and performance instruction documents. For each of these documents, we identified descriptions and arrangements that significantly increased the usefulness perceived by readers, and incorporated our findings into an authoring tool.

Academic Significance and Societal Importance of the Research Achievements

チーム医療が根付く今日、医療施設内さらには医療施設間において、患者の罹患や緊急性などの診療情報の共通理解がより一層求められる。しかし、プログレスノートの記載内容は、1960年代から世界的に受け入れられた記載の枠組みのProblem Oriented Medical Record (POMR)に従っても記載には自由度が高く、定量的かつ詳細な質の評価はできなかった。本研究は記載内容の細部まで踏み込んだ定量的な指標を示した点で、医療現場の情報記録のあり方の議論の基盤として意義がある。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (59 results)

All 2023 2022 2021 2020 2019 Other

All Journal Article (27 results) (of which Peer Reviewed: 22 results,  Open Access: 10 results) Presentation (25 results) (of which Int'l Joint Research: 8 results) Book (1 results) Remarks (5 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] DC-COX: data collaboration Cox proportional hazards model for privacy-preserving survival analysis on multiple parties.2023

    • Author(s)
      Akira Imakura, Ryoya Tsunoda, Rina Kagawa, Kunihiro Yamagata, Tetsuya Sakurai
    • Journal Title

      Journal of Biomedical Informatics

      Volume: 137 Pages: 104264-104264

    • DOI

      10.1016/j.jbi.2022.104264

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Proposal and Evaluation of a Cooking Recipe Writing Support by Generating and Presenting Additional Descriptive Text2022

    • Author(s)
      香川璃奈, 原 悠輔, 姜 志勲, 山肩洋子
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J105-D Issue: 12 Pages: 736-746

    • DOI

      10.14923/transinfj.2022JDP7025

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2022-12-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] One-second Boosting: A Simple and Cost-effective Intervention that Promotes the Optimal Allocation of Cognitive Resources2022

    • Author(s)
      Rina Kagawa, Masaru Shirasuna, Atsushi Ikeda, Masaru Sanuki, Hidehito Honda, Hirokazu Nosato
    • Journal Title

      Proceedings of the 44th Annual Conference of the Cognitive Science Society

      Volume: 44 Pages: 3723-3723

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] On the round number bias and wisdom of crowds in different response formats for numerical estimation2022

    • Author(s)
      Hidehito Honda, Rina Kagawa, Masaru Shirasuna
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 8167-8167

    • DOI

      10.1038/s41598-022-11900-7

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] "Comparable Recipes": A construction and analysis of a dataset of recipes described by different people for the same dish2022

    • Author(s)
      Rina Kagawa, Rei Miyata, Yoko Yamakata
    • Journal Title

      Proceedings of the 1st International Workshop on Multimedia for Cooking, Eating, and related APPlications

      Volume: 1 Pages: 41-44

    • DOI

      10.1145/3552485.3554936

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Useful Feedback in Asynchronous Lessons of Music Performance: A Pilot Study of Oboes2022

    • Author(s)
      Masaki Matsubara, Rina Kagawa, Takeshi Hirano, Isao Tsuji
    • Journal Title

      The Journal of the Society for Art and Science

      Volume: 21 Pages: 241-255

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An effect of the exclusion criteria on the distribution of blood test values2022

    • Author(s)
      Rina Kagawa, Masanori Shiro
    • Journal Title

      proceedings of the 27th International Symposium on Artificial Life and Robotics

      Volume: - Pages: 125-129

    • NAID

      120007190947

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] A practical and universal framework for generating publicly available medical notes of authentic quality via power of crowds2021

    • Author(s)
      Rina Kagawa, Yukino Baba, Hideo Tsurushima
    • Journal Title

      Proceedings of 2021 IEEE International Conference on Big Data

      Volume: - Pages: 3534-3543

    • NAID

      120007180704

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] How the Content of Progress Notes Affects Readers’ Perceptions of Their Usefulness and the Burden Placed on Writers: Improving Interprofessional Communication2021

    • Author(s)
      Rina Kagawa, Hideo Tsurushima
    • Journal Title

      Studies in health technology and informatics

      Volume: - Pages: 1-5

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Validity of lognormal distribution in analyzing laboratory test values to quantitatively evaluate patient’s context of disease status2021

    • Author(s)
      Masanori Shiro, Rina Kagawa
    • Journal Title

      Studies in health technology and informatics

      Volume: - Pages: 1-2

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Usefulness of Critique Documents on Musical Performance: Toward better Instructional Document Format2021

    • Author(s)
      Masaki Matsubara, Rina Kagawa, Takeshi Hirano, Isao Tsuji
    • Journal Title

      Lecture Notes in Computer Science

      Volume: - Pages: 344-353

    • NAID

      120007182861

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] CROCUS: Dataset of Musical Performance Critiques: Relationship between Critique Content and Its Utility2021

    • Author(s)
      Masaki Matsubara, Rina Kagawa, Takeshi Hirano, Isao Tsuji
    • Journal Title

      proceedings of 15th International Symposium on Computer Music Multidisciplinary Research

      Volume: - Pages: 279-288

    • NAID

      120007182865

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 臨床推論に真に有用なプログレスノートの構成の実験的探索 ー多職種の読み手が感じる有用性と書き手の医師の負担に着目してー2021

    • Author(s)
      香川璃奈, 鶴嶋英夫
    • Journal Title

      第41回医療情報学連合大会論文集

      Volume: 41 Pages: 1-4

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 原死因決定プロセスの効率化に資する機械学習による原死因コード変更予測2021

    • Author(s)
      大井川仁美, 明神 大也, 香川璃奈, 今村 知明, 今井 健
    • Journal Title

      第41回医療情報学連合大会論文集

      Volume: 41 Pages: 1-4

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 血液検査値の同時分布の可視化2021

    • Author(s)
      古川哲, 香川璃奈, 興梠貴英, 城真範, 赤穂昭太郎
    • Journal Title

      第41回医療情報学連合大会論文集

      Volume: 41 Pages: 1-4

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 数値推定の回答における数値選好と集合知への応用2021

    • Author(s)
      本田秀仁, 香川璃奈, 白砂大
    • Journal Title

      日本認知科学会第38回大会論文集

      Volume: 41 Pages: 1-5

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 料理レシピの内容と構成が書き手の負担と読み手の効用に与える影響の研究2021

    • Author(s)
      香川璃奈、松原正樹、宮田玲、馬場雪乃、山肩洋子
    • Journal Title

      情報アクセスと可視化マイニング研究会(第26回)

      Volume: - Pages: 1-8

    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] Automatic Classification of Electronic Nursing Narrative Records Based on Japanese Standard Terminology for Nursing2021

    • Author(s)
      Miwa Aoki, Shinichiroh Yokota, Rina Kagawa, Emiko Shinohara, Takeshi Imai, Kazuhiko Ohe
    • Journal Title

      Computers, Informatics, Nursing

      Volume: -

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] EHR2CCAS: A Framework for Mapping EHR to Disease Knowledge Presenting Causal Chain of Disorders - Chronic Kidney Disease Example2021

    • Author(s)
      Xiaojun Ma, Takashi Imai, Emiko Shinohara, Satoshi Kasai, Kosuke Kato, Rina Kagawa, Kazuhiko Ohe
    • Journal Title

      Journal of Biomedical Informatics

      Volume: 115 Pages: 1-17

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decentralized learning with virtual patients for medical diagnosis of diabetes2021

    • Author(s)
      Yuta Takahashi, Han-ten Chang, Akie Nakai, Rina Kagawa, Hiroyasu Ando, Akira Imakura, Yukihiko Okada, Hideo Tsurushima, Kenji Suzuki, Tetsuya Sakurai
    • Journal Title

      SN Computer Science

      Volume: -

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 医師の経験をよく反映した擬似カルテ文書の作成方法2021

    • Author(s)
      香川璃奈, 馬場雪乃, 鶴嶋英夫
    • Journal Title

      言語処理学会第27回年次大会論文集

      Volume: 27 Pages: 611-616

    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] Generating publicly available progress notes of authentic quality: A crowdsourcing-based approach2020

    • Author(s)
      Rina Kagawa, Yukino Baba, Hideo Tsurushima
    • Journal Title

      JMIR Medical Informatics

      Volume: -

    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] 原死因確定プロセスにおけるIRISの国内導入可能性に関する基礎的な検討2020

    • Author(s)
      大井川仁美, 明神 大也, 香川璃奈, 今村 知明, 今井 健
    • Journal Title

      第40回医療情報学連合大会論文集

      Volume: 40 Pages: 677-682

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 死因統計の精度と効率性の向上に向けた我が国の原死因確定課題の抽出2020

    • Author(s)
      明神 大也, 大井川仁美, 香川璃奈, 今村 知明, 今井 健
    • Journal Title

      第40回医療情報学連合大会論文集

      Volume: 40 Pages: 674-676

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 臨床研究に電子カルテは役に立つのか2020

    • Author(s)
      香川璃奈
    • Journal Title

      Precision Medicine

      Volume: 13 Pages: 1237-1240

    • Related Report
      2020 Research-status Report
  • [Journal Article] 電子カルテに書かれていないこと2020

    • Author(s)
      香川璃奈
    • Journal Title

      Precision Medicine

      Volume: 9 Pages: 839-842

    • Related Report
      2020 Research-status Report
  • [Journal Article] 自由利用可能な擬似血液検査データセット2019

    • Author(s)
      城真範, 興梠貴英, 香川璃奈
    • Journal Title

      第39回医療情報学連合大会論文集

      Volume: 1 Pages: 152-155

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] 「1秒待ち」による正答率の向上:マウス軌跡に基づく分析2022

    • Author(s)
      白砂大、香川璃奈、本田秀仁
    • Organizer
      日本認知心理学会第20回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 1秒待つ: 最適な認知資源配分のためのブースト設計2022

    • Author(s)
      香川璃奈, 白砂大, 池田篤史, 讃岐勝, 本田秀仁, 野里博和
    • Organizer
      日本認知科学会第39回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 1秒待つことによるアノテーション品質の向上:作業能力向上と心的負担のトレードオフを考慮した作業環境への介入2022

    • Author(s)
      香川璃奈, 白砂大, 池田篤史, 讃岐勝, 本田秀仁, 野里博和
    • Organizer
      第36回人工知能学会全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 複数機関が分散保持するデータに対するデータコラボレーション生存時間分析2022

    • Author(s)
      今倉暁, 角田亮也, 香川璃奈, 山縣邦弘, 櫻井鉄也
    • Organizer
      日本応用数理学会 「行列・固有値問題の解法とその応用」研究部会
    • Related Report
      2022 Annual Research Report
  • [Presentation] マルコフ連鎖を使った連続性の強い検査値時系列の生成2022

    • Author(s)
      城真範, 香川璃奈
    • Organizer
      IBIS2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] 集合知を高めるためのアンカリングバイアスの活用2022

    • Author(s)
      本田秀仁、香川璃奈、白砂大
    • Organizer
      日本認知心理学会第20回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] センシングデバイスによるアスリートの心理的コンディション評価に関する研究―剣道選手における心理状態と運動時間の関係―2022

    • Author(s)
      北原亜加利, 玉井伸典, 野村聖子, 香川璃奈, 鈴木英雄, 鶴嶋英夫, 渡部厚一
    • Organizer
      第77回日本体力医学会大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] マウスカーソルに基づく行動指標の定量的評価: Drift diffusion modelパラメータとの相関に着目して2022

    • Author(s)
      本田秀仁、香川璃奈、白砂大
    • Organizer
      日本認知科学会第39回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Waiting for one second improves accuracy: Experimental examinations based on mouse trajectories during binary choice tasks2022

    • Author(s)
      Masaru Shirasuna, Rina Kagawa, Hidehito Honda
    • Organizer
      The 43rd Annual Meeting of the Society for Judgment and Decision Making
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Utilization of anchoring bias for wisdom of crowds2022

    • Author(s)
      Hidehito Honda, Rina Kagawa, Masaru Shirasuna
    • Organizer
      The 43rd Annual Meeting of the Society for Judgment and Decision Making
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationship between performance of machine learning and algorithm aversion2022

    • Author(s)
      Rina Kagawa, Hidehito Honda, Hirokazu Nosato
    • Organizer
      The 43rd Annual Meeting of the Society for Judgment and Decision Making
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A User-Centered Method to Develop Document Structures for Lay Readers’ Decision-Making2022

    • Author(s)
      Rina Kagawa, Masaki Matsubara, Rei Miyata, Takuya Matsuzaki, Yukino Baba, Yoko Yamakaya
    • Organizer
      ACM sigdoc 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] "Comparable Recipes": A construction and analysis of a dataset of recipes described by different people for the same dish2022

    • Author(s)
      Rina Kagawa, Rei Miyata, Yoko Yamakata
    • Organizer
      the 1st International Workshop on Multimedia for Cooking, Eating, and related APPlications
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] One-second Boosting: A Simple and Cost-effective Intervention that Promotes the Optimal Allocation of Cognitive Resources2022

    • Author(s)
      Rina Kagawa, Masaru Shirasuna, Atsushi Ikeda, Masaru Sanuki, Hidehito Honda, Hirokazu Nosato
    • Organizer
      the 44th Annual Conference of the Cognitive Science Society
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Response format in numerical estimations and the wisdom of crowds2022

    • Author(s)
      Hidehito Honda, Rina Kagawa, Masaru Shirasuna
    • Organizer
      the 42nd Annual Meeting of the Society for Judgment and Decision Making
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 人の判断プロセスの解明に向けたマウス軌跡の実験的検討2022

    • Author(s)
      白砂大, 香川璃奈, 本田秀仁
    • Organizer
      日本認知心理学会第19回大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Clinical text content perceived as useful depends on reader specialty2021

    • Author(s)
      Rina Kagawa
    • Organizer
      the 14th meeting of Society for Applied Research in Memory and Cognition
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] クックパッドデータセットで学習したBERT及びGPT-2の活用法に関する検討2021

    • Author(s)
      香川璃奈, 原 悠輔, 姜 志勲, 山肩洋子
    • Organizer
      HCGシンポジウム2021
    • Related Report
      2021 Research-status Report
  • [Presentation] アノテーション環境への簡便な介入がデータ品質に及ぼす影響2021

    • Author(s)
      香川璃奈, 池田篤史, 讃岐勝, 野里 博和
    • Organizer
      第11回医用人工知能研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] 「正しい」データの入力と提示が可能な自己管理ツールが満たすべき要件の検討2021

    • Author(s)
      香川璃奈
    • Organizer
      第41回医療情報学連合大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 演奏講評データベースの構築および講評文書の構造と効用の関係2021

    • Author(s)
      松原正樹, 辻功, 平野剛, 香川璃奈
    • Organizer
      音学シンポジウム2021
    • Related Report
      2021 Research-status Report
  • [Presentation] 文書の内容と構造が書き手の負担と読み手の効用に与える影響の研究:文書記載支援技術の開発に向けて2021

    • Author(s)
      香川璃奈, 松原正樹, 宮田玲, 馬場雪乃, 山肩洋子
    • Organizer
      第35回人工知能学会全国大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 数値推定における回答バイアス ~ 尺度の違いの影響に関する分析 ~2020

    • Author(s)
      本田秀仁, 香川璃奈
    • Organizer
      HCGSYMPO2020
    • Related Report
      2020 Research-status Report
  • [Presentation] 2点に基づく対数正規分布の推定が正解に近いだろう分布と一致しない例2020

    • Author(s)
      城真範, 香川璃奈
    • Organizer
      IBIS2020
    • Related Report
      2020 Research-status Report
  • [Presentation] 公開可能な擬似血液検査データセット2020

    • Author(s)
      城真範, 香川璃奈, 興梠貴英
    • Organizer
      第24回日本医療情報学会春季学術大会
    • Related Report
      2020 Research-status Report
  • [Book] これだけ!生化学 第2版2021

    • Author(s)
      生化学若い研究者の会(香川璃奈, ほか10名)
    • Total Pages
      292
    • Publisher
      秀和システム
    • ISBN
      9784798064109
    • Related Report
      2020 Research-status Report
  • [Remarks] Cooking Recipe Annotation Manual

    • URL

      https://zenodo.org/record/5068055

    • Related Report
      2021 Research-status Report
  • [Remarks] CROCUS: Dataset of Musical Performance Critique

    • URL

      https://masaki-cb.github.io/crocus/

    • Related Report
      2021 Research-status Report
  • [Remarks] Publicly available medical text data with auth

    • URL

      https://zenodo.org/record/4064153

    • Related Report
      2020 Research-status Report
  • [Remarks] Standard Distributions of Blood Tests for Public

    • URL

      https://zenodo.org/record/3841232

    • Related Report
      2020 Research-status Report
  • [Remarks] 私のブックマーク: 医療情報処理ー病院のカルテデータを中心にー,

    • URL

      https://www.ai-gakkai.or.jp/my-bookmark_vol34-no6/

    • Related Report
      2019 Research-status Report
  • [Patent(Industrial Property Rights)] 分散データ非共有分析システム、分散データ非共有分析方法、及びプログラム2022

    • Inventor(s)
      今倉暁、角田亮也、香川璃奈、山縣邦弘、櫻井鉄也
    • Industrial Property Rights Holder
      今倉暁、角田亮也、香川璃奈、山縣邦弘、櫻井鉄也
    • Industrial Property Rights Type
      特許
    • Filing Date
      2022
    • Related Report
      2022 Annual Research Report

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Published: 2019-04-18   Modified: 2024-01-30  

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