Shimizu Sayuri 清水沙友里

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SHIMIZU Sayuri 清水沙友里

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Researcher Number	60625408
Other IDs
Affiliation (Current)	2025: 横浜市立大学, データサイエンス研究科, 講師
Affiliation (based on the past Project Information) *help	2020 – 2024: 横浜市立大学, データサイエンス研究科, 講師 2018 – 2019: 一般財団法人医療経済研究・社会保険福祉協会(医療経済研究機構(研究部)), 医療経済研究機構, 主任研究員 2015: 一般財団法人医療経済研究・社会保険福祉協会, 医療経済研究機構・研究部, 主任研究員 2014 – 2015: 一般財団法人医療経済研究・社会保険福祉協会(医療経済研究機構(研究部)), その他部局等, 研究員 2013: 一般財団法人医療経済研究・社会保険福祉協会(医療経済研究機構(研究部)), その他部局等, その他
Review Section/Research Field	Principal Investigator Studies on the Super-Aging Society Except Principal Investigator Basic Section 55030:Cardiovascular surgery-related / Basic Section 58010:Medical management and medical sociology-related / Basic Section 55060:Emergency medicine-related / Management
Keywords	Principal Investigator マルチモビディティ / 大規模医療データ / マシーンラーニング / 大規模医療データベース / 予測モデル / Multimorbidity / バリデーション / 解釈性の向上 / スパースデータ / データベース研究 / 機械学習 / 医療データベース … More Except Principal Investigator … More プロテオーム解析 / 発症予防 / A型急性大動脈解離 / 地理的格差 / 医療へのアクセス / 医療資源 / へき地尺度 / へき地医療 / 敗血症 / 集中治療後症候群 / 企業の社会責任 / 経営情報 / 情報倫理 / ICTベースドサービス / 組織の社会責任 / 情報の実体化 / 人間のモノ化 / ディビデュアライゼーション / 参加型監視環境 / 疎外 Less

Improving rural-urban health disparities using the Rurality Index for Japan
- Principal Investigator
  
  金子惇
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58010:Medical management and medical sociology-related
- Research Institution
  Yokohama City University
A型急性大動脈解離発症予防のための大動脈壁プロテオーム解析と疫学的検討
- Principal Investigator
  
  内田敬二
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 55030:Cardiovascular surgery-related
- Research Institution
  Yokohama City University
Examination of the risk factors of postintensive care syndrome using a National Data Base
- Principal Investigator
  
  Shimoyama Yuichiro
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 55060:Emergency medicine-related
- Research Institution
  Osaka Medical and Pharmaceutical University
Identification of prognostic factors for elderly hospitalized patients with multiple diseases: improving interpretability of machine learning models.Principal Investigator
- Principal Investigator
  
  Shimizu Sayuri
- Project Period (FY)
  2018 – 2023
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Studies on the Super-Aging Society
- Research Institution
  Yokohama City University
  Institute for Health Economics and Policy, Association for Health Economics Rsearch and Social Insurance and Welfare
Cross-cultural analysis on alienation caused by ICT-based services and organisational social responsibility
- Principal Investigator
  
  Murata Kiyoshi
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Management
- Research Institution
  Meiji University

All 2024 2023 2022 2019 2016 2015 2014 2013

All Journal Article Presentation

[Journal Article] In-Hospital Mortality in Patients With Cardiogenic Shock Requiring Veno-Arterial Extracorporeal Membrane Oxygenation With Concomitant Use of Impella vs. Intra-Aortic Balloon Pump　― A Retrospective Cohort Study Using a Japanese Claims-Based Database ―2024
- Author(s)
  Manabu Nitta, Shintaro Nakano, Makoto Kaneko, Kiyohide Fushimi, Kiyoshi Hibi, Sayuri Shimizu
- Journal Title
  
  Circ J
  
  Volume: 88 Issue: 8 Pages: 1276-1285
- DOI
  10.1253/circj.CJ-23-0758
- ISSN
  1346-9843, 1347-4820
- Year and Date
  2024-07-25
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18471
[Journal Article] ビッグデータを対象とした解析の実際と読み方のポイント2023
- Author(s)
  清水沙友里
- Journal Title
  
  Life Support and Anesthesia(LiSA)
  
  Volume: 6月号
- Data Source
  KAKENHI-PROJECT-18K18471
[Journal Article] 医療・健康分野におけるビッグデータ解析2023
- Author(s)
  清水沙友里
- Journal Title
  
  会報光触媒
  
  Volume: 71 Pages: 41-46
- Data Source
  KAKENHI-PROJECT-18K18471
[Journal Article] Prevalence, prescribed quantities, and trajectory of multiple prescriber episodes for benzodiazepines: A 2-year cohort study2016
- Author(s)
  Okumura Y, Shimizu S, Matsumoto T
- Journal Title
  
  Drug and Alcohol Dependence
  
  Volume: 158 Pages: 118-125
- DOI
  10.1016/j.drugalcdep.2015.11.010
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26870914, KAKENHI-PROJECT-25285124
[Journal Article] "Ageing in Place" Policy in Japan: Association between the Development of an Integrated Community Care System and the Number of Nursing Home Placements under the Public Long-Term Care Insurance Program among Municipal Governments2015
- Author(s)
  Miharu Nakanishi, Sayuri Shimizu, Takashi Murai and Atsushi Yamaoka
- Journal Title
  
  Ageing International
  
  Volume: 8 January Issue: 3 Pages: 248-261
- DOI
  10.1007/s12126-014-9215-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25285124
[Journal Article] 臨床疫学研究における報告の質向上に向けて: 研究者の倫理2014
- Author(s)
  奥村泰之, 吉田和樹, 清水沙友里
- Journal Title
  
  精神科
  
  Volume: 24(5) Pages: 551-557
- Data Source
  KAKENHI-PROJECT-25285124
[Journal Article] 臨床疫学研究における報告の質向上に向けて：研究者の倫理2014
- Author(s)
  奥村泰之・吉田和樹・清水沙友里
- Journal Title
  
  精神科
  
  Volume: 24
- Data Source
  KAKENHI-PROJECT-25285124
[Journal Article] 日本全国の生活保護受給者への抗不安・睡眠薬処方の地域差2014
- Author(s)
  奥村泰之, 藤田純一, 松本俊彦, 立森久照, 清水沙友里
- Journal Title
  
  臨床精神薬理
  
  Volume: 17(11) Pages: 1561-1575
- Data Source
  KAKENHI-PROJECT-25285124
[Journal Article] Impact of Comorbid Depression on Medical Resource Use and In-hospital Death of Patients with Heart Failure: A Nationwide Retrospective Cohort Study2013
- Author(s)
  Shimizu, Sayuri and Fushimi, Kiyohide
- Journal Title
  
  Experimental & Clinical Cardiology
  
  Volume: October 2013 Pages: 1-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25285124
[Journal Article] 一般急性期医療機関における後発医薬品処方(2) 入院と外来の後発医薬品使用比較と、フランスの後発医薬品処方率との比較可能性2013
- Author(s)
  清水沙友里
- Journal Title
  
  Monthly IHEP
  
  Volume: 226 Pages: 12-15
- Data Source
  KAKENHI-PROJECT-25285124
[Presentation] 生物統計セミナー「明日から使える医療統計クリニカルクエスチョンから論文作成まで一気通貫 part 2」2022
- Author(s)
  清水沙友里
- Organizer
  第264回日本循環器学会関東甲信越地方会
- Invited
- Data Source
  KAKENHI-PROJECT-18K18471
[Presentation] ビッグデータとAIにより広がる近未来予想図2022
- Author(s)
  清水沙友里
- Organizer
  第33回日本臨床モニター学会総会
- Invited
- Data Source
  KAKENHI-PROJECT-18K18471
[Presentation] Predicting the risk of in-hospital Mortality in Adult Community-Acquired Pneumonia Patients with Machine Learning: A Retrospective Analysis of Routinely Collected Health Data2019
- Author(s)
  Sayuri Shimizu, Satoshi Hara, Kiyohide Fushimi
- Organizer
  ISPOR Europe 2019 conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18471
[Presentation] The Impact of Modifications of the Formula for Generic Drug Prescription Rate on the Switch to New Brand-Name Drugs with Similar Therapeutic Uses2014
- Author(s)
  Sayuri Shimizu, Shinobu Imai, Ishikawa B Koichi, Shunya Ikeda and Kiyohide Fushimi
- Organizer
  ISPOR 17th Annual European Congress
- Place of Presentation
  Amsterdam RAI, Amsterdam, Netherlands
- Year and Date
  2014-11-10
- Data Source
  KAKENHI-PROJECT-25285124
[Presentation] 急性期医療機関のせん妄発症入院患者に対する向精神薬処方と精神科医の関与：DPC/PDPSデータを用いた後ろ向きコホート研究2014
- Author(s)
  清水沙友里，石川ベンジャミン光一，伊藤弘人，伏見清秀
- Organizer
  第52回日本医療・病院管理学会学術総会
- Place of Presentation
  TOC 有明コンベンションホール，東京
- Year and Date
  2014-09-14
- Data Source
  KAKENHI-PROJECT-25285124
[Presentation] Patterns in the Prescription of Drugs to Elderly Delirium Patients and the Impact of Psychiatric Intervention: A Nationwide Cohort Study in Japan2014
- Author(s)
  Sayuri Shimizu, Koichi B. Ishikawa, Shunya Ikeda and Kiyohide Fushimi
- Organizer
  25th European Medical Informatics Conference
- Place of Presentation
  Halic Congress Center, Istanbul, Turkey
- Year and Date
  2014-09-01
- Data Source
  KAKENHI-PROJECT-25285124
[Presentation] How Does Prescription of Generic Drugs Spread Out? : Data Mining and Visualization by Using Prescription Data form Acute Care Hospitals Nationwide2013
- Author(s)
  Shimizu, Sayuri, Ishikawa, Koichi B., Ikeda, Shunya and Fushimi, Kiyohide
- Organizer
  ISPOR 16th Annual European Congress
- Place of Presentation
  Dublin, Ireland
- Data Source
  KAKENHI-PROJECT-25285124
[Presentation] Management of Delirium: Physician Prescription Patterns in Acute Care Settings2013
- Author(s)
  Shimizu Sayuri, Okumura, Yasuyuki, Ishikawa, Koichi B, Ito, Hiroto and Fushimi, Kiyohide
- Organizer
  29th Patient Classification System International Conference
- Place of Presentation
  Helsinki, Finland
- Data Source
  KAKENHI-PROJECT-25285124

1. Murata Kiyoshi (70229988)

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2. ADAMS Andrew (90581752)

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3. ASAI Ryoko (40461743)

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4. ORITO Yohko (70409423)

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5. SUZUKI Shizuka (80335885)

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6. Shimoyama Yuichiro (40572657)

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7. 原聡 (40780721)

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8. 伏見清秀 (50270913)

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9. 金子惇 (80825076)

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10. 池田登顕 (20804917)

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11. 野村理 (20866222)

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12. 井上真智子 (80609090)

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13. 内田敬二 (50275062)

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14. 水原敬洋 (00637712)

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15. 斎藤綾 (10431868)

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16. 木村弥生 (80391936)

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17. 奥村泰之

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Shimizu Sayuri 清水 沙友里

SHIMIZU Sayuri 清水 沙友里

Research Projects

Research Products

Co-Researchers

Improving rural-urban health disparities using the Rurality Index for Japan

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A型急性大動脈解離発症予防のための大動脈壁プロテオーム解析と疫学的検討

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Examination of the risk factors of postintensive care syndrome using a National Data Base

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Identification of prognostic factors for elderly hospitalized patients with multiple diseases: improving interpretability of machine learning models.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Cross-cultural analysis on alienation caused by ICT-based services and organisational social responsibility

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] In-Hospital Mortality in Patients With Cardiogenic Shock Requiring Veno-Arterial Extracorporeal Membrane Oxygenation With Concomitant Use of Impella vs. Intra-Aortic Balloon Pump ― A Retrospective Cohort Study Using a Japanese Claims-Based Database ―2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] ビッグデータを対象とした解析の実際と読み方のポイント2023

Author(s)

Journal Title

Data Source

[Journal Article] 医療・健康分野におけるビッグデータ解析2023

Author(s)

Journal Title

Data Source

[Journal Article] Prevalence, prescribed quantities, and trajectory of multiple prescriber episodes for benzodiazepines: A 2-year cohort study2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] "Ageing in Place" Policy in Japan: Association between the Development of an Integrated Community Care System and the Number of Nursing Home Placements under the Public Long-Term Care Insurance Program among Municipal Governments2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 臨床疫学研究における報告の質向上に向けて: 研究者の倫理2014

Author(s)

Journal Title

Data Source

[Journal Article] 臨床疫学研究における報告の質向上に向けて：研究者の倫理2014

Author(s)

Journal Title

Data Source

[Journal Article] 日本全国の生活保護受給者への抗不安・睡眠薬処方の地域差2014

Author(s)

Journal Title

Data Source

[Journal Article] Impact of Comorbid Depression on Medical Resource Use and In-hospital Death of Patients with Heart Failure: A Nationwide Retrospective Cohort Study2013

Author(s)

Journal Title

Data Source

[Journal Article] 一般急性期医療機関における後発医薬品処方(2) 入院と外来の後発医薬品使用比較と、フランスの後発医薬品処方率との比較可能性2013

Author(s)

Journal Title

Shimizu Sayuri 清水沙友里

SHIMIZU Sayuri 清水沙友里

[Journal Article] In-Hospital Mortality in Patients With Cardiogenic Shock Requiring Veno-Arterial Extracorporeal Membrane Oxygenation With Concomitant Use of Impella vs. Intra-Aortic Balloon Pump　― A Retrospective Cohort Study Using a Japanese Claims-Based Database ―2024

[Presentation] 生物統計セミナー「明日から使える医療統計クリニカルクエスチョンから論文作成まで一気通貫 part 2」2022