SUZUKI Muneou

写真a

Affiliation

Faculty of Medicine College Hospital Patient Support Center

External Link

Degree 【 display / non-display

  • 博士(医学) ( 1996.1   宮崎医科大学 )

  • 医学士 ( 1985.3   宮崎医科大学 )

Research Areas 【 display / non-display

  • Life Science / Hematology and medical oncology

  • Life Science / Medical management and medical sociology

 

Papers 【 display / non-display

  • Behavioral signs of an unintended error in nursing information sharing with electronic clinical pathways: a mixed research approach

    Sugihara T., Kanehira T., Suzuki M., Araki K.

    Informatics for Health and Social Care   47 ( 2 )   159 - 174   2022

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Informatics for Health and Social Care  

    Electronic clinical pathways (ECPs) strongly encourage the standardization of medical treatment and the sharing of information among medical staff. The goal of this study was to determine the influence of ECPs on information sharing among nurses in a university hospital. Four experienced nurses, selected based on ECP composing and operation experience, were recruited from the department with the most frequent users in the first-round interview, 132 nurses’ questionnaire answers were analyzed, and eight nurses participated in the second-round interview. This study conducted a mixed-method (interview–questionnaire–interview) investigation to extract the behavioral signs of unintended errors in information sharing after the ethical approval was obtained. On the basis of ANOVA and t-test for the questionnaire and constant comparison for interview, this study found that the greater extent of user dependency on convenient ECPs in the frequent-use group led to mistakes under hectic conditions. This study also found evidence of poor management of ECPs when problems occurred. The immature design of ECPs provoked inappropriate behaviors among nurses even though they brought about some benefits such as mitigation of the burden of daily recording tasks. The findings empirically showed the ECP user’s behavioral changes regarding the technology-induced error.

    DOI: 10.1080/17538157.2021.1966015

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    PubMed

  • A random forest algorithm-based approach to capture latent decision variables and their cutoff values

    Matsuo R., Yamazaki T., Suzuki M., Toyama H., Araki K.

    Journal of Biomedical Informatics   110   103548   2020.10

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Journal of Biomedical Informatics  

    Although reference intervals (RIs) and clinical decision limits (CDLs) are vital laboratory information for supporting the interpretation of numerical clinical pathology results, there is evidence that RIs and CDLs vary in certain contexts as well as other evidence that RIs and CDLs are flawed. We propose a random forest algorithm-based exploration methodology by using phenotype transformation of independent variables in relation to dependent variables to capture latent decision variables and their cutoff values. We denote certain CDLs within the RIs estimated by an indirect method that affect some diagnostics or outcomes in the context of specific patients’ conditions as latent CDLs. We then apply the proposed methodology to clinical laboratory data regarding bodily fluids, such as blood, urine at the admission of patients for the exploration of latent CDLs of hospital length of stay (HLOS) for each patients’ condition identified by diseases of patients who undergoing surgeries. From the exploration results, we found that free Thyroxine (T4) above five unique cutoff values: 1.16 ng/dL, 1.19 ng/dL, 1.2 ng/dL, 1.23 ng/dL and 1.25 ng/dL for tachyarrhythmia predicted longer HLOS, though these cutoff values fall within the estimated RIs as well as the hospital-determined RIs. In addition to the evidence that higher free Thyroxine (T4) levels within the RIs have an association with the corresponding disease, on the whole, the cutoff values except 1.16 ng/dL tended to affect long HLOS with the significant differences. The cutoff values could be taken up for discussion among clinical experts whether it is meaningful to alert the risk of patients’ conditions and the long HLOS at the admission of patients. If clinical experts appreciate its meaningfulness in clinical practice, the alerts could be embedded in electronic medical records for handling those risks at the admission of patients.

    DOI: 10.1016/j.jbi.2020.103548

    Scopus

    PubMed

  • 高齢者のヘルスケア情報共有時の課題:施設内および施設間の共有時の探索的調査 Reviewed

    鈴木 斎王, 杉原 太郎

    インタラクション   60   160 - 190   2020

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    Publishing type:Research paper (scientific journal)  

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  • An Annotation to Narrative in Nursing to Educate the Competency of Value creation Reviewed

    30 ( 1 )   37 - 46   2015.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • Externalization of Medical Service Intention Based on the Problem Ontology Reviewed

    30 ( 1 )   37 - 46   2015.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

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Books 【 display / non-display

  • 診療情報管理士通信教育付加コース 腫瘍学分類コーステキスト 第1版

    診療情報管理士教育委員会( Role: Joint author ,  白血病)

    一般社団法人日本病院会  2016.9 

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    Language:Japanese Book type:Textbook, survey, introduction

MISC 【 display / non-display

  • 臨牀指針 肺炎の治療中にダントロレン中止により悪性症候群を発症したと考えられた頚髄損傷の1例

    下窪 徹 ; 鈴木 斎王 ; 種子田 優司 他

    臨牀と研究   87 ( 6 )   821 - 824   2010.6

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    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)   Publisher:大道学館出版部  

Presentations 【 display / non-display

  • 高齢者のヘルスケア情報共有時の課題:施設内および施設間の共有時の探索的調査

    川崎 銀士,岡本 康史(岡山大),鈴木 斎王(宮崎大),杉原 太郎(東工大)

    第24回一般社団法人情報処理学会シンポジウムインタラクション2020 

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    Event date: 2020.3.9 - 2020.3.11

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 医療-介護転所プロセスにおける伝達されにくい情報の種類とその要因

    川崎銀士,鈴木斎王,杉原太郎

    第186回ヒューマンコンピュータインタラクション研究発表会 

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    Event date: 2020.1.15 - 2020.1.16

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 医療・介護間の情報共有プロセスに生じるずれとその要因の探索

    谷口海斗,川崎銀士,鈴木斎王,杉原太郎

    第18回情報科学技術フォーラム 

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    Event date: 2019.9.3 - 2019.9.5

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 看護記録における医療-介護連携に関する記述の基礎調査

    上坂静耶,土方嘉徳,鈴木斎王

    第33回人工知能学会全国大会 

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    Event date: 2019.6.4 - 2019.6.7

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 医療介護連携における情報共有の潜在的課題

    杉原太郎,川崎銀士,岡本康史,鈴木斎王

    情報処理学会第7回AAC研究会 

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    Event date: 2018.8.24 - 2018.8.25

    Language:Japanese   Presentation type:Oral presentation (general)  

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Grant-in-Aid for Scientific Research 【 display / non-display

  • 科学的根拠に基づくがん情報の提供及び均てん化に向けた体制整備に資する研究 

    Grant number:23EA1026  2023.04 - 2026.03

    厚生労働省  厚生科研  がん対策推進総合研究事業

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    Authorship:Coinvestigator(s) 

  • 超高齢社会の転院・転所情報の共有技術支援及び技術導入がもたらす社会的課題の検討

    Grant number:22K04581  2022.04 - 2025.03

    独立行政法人日本学術振興会  科学研究費補助金  基盤研究(C)

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    Authorship:Principal investigator 

  • 医療者間コミュニケーション不全解消のための電子クリニカルパスの要件定義および実装

    2014.04 - 2017.03

    科学研究費補助金  基盤研究(C)

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    Authorship:Principal investigator 

    医療者間コミュニケーション不全解消のための電子クリニカルパスの要件定義および実装