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Kagiyama Nobuyuki  鍵山 暢之

Researcher Number 20722010
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-2305-0049
Affiliation (Current) 2025: 順天堂大学, 大学院医学研究科, 特任准教授
2025: 順天堂大学, 保健医療学部, 准教授
2025: 順天堂大学, 医学部, 准教授
Affiliation (based on the past Project Information) *help 2025: 順天堂大学, 大学院医学研究科, 特任准教授
2021 – 2024: 順天堂大学, 医学部, 准教授
2020 – 2023: 順天堂大学, 保健医療学部, 准教授
Review Section/Research Field
Principal Investigator
Basic Section 53020:Cardiology-related / Basic Section 90130:Medical systems-related / 0403:Biomedical engineering and related fields
Except Principal Investigator
Basic Section 53020:Cardiology-related / Basic Section 59010:Rehabilitation science-related
Keywords
Principal Investigator
人工知能 / 心臓超音波検査 / 深層学習 / 心腔内圧 / 血行動態 / 説明可能な機械学習 / 機械学習 / 心エコー
Except Principal Investigator
心不全 / 左房CT画像 … More / 再発予測 / AI / アブレーション / 心房細動 / 心臓リハビリテーション / 運動機能 / 身体渇度量 / ICT / 歩行速度 / 身体活動 / 心血管疾患 / スマートフォン / フレイル / 慢性心不全 / 身体機能 / 身体活動量 / オミックス解析 / 乳がん / 化学療法関連心機能障害 / がん治療関連心機能障害 / トラスツズマブ / アンスラサイクリン / 腫瘍循環器学 / 人工知能 / 心エコー図検査 / 心エコ-図検査 Less
  • Research Projects

    (8 results)
  • Research Products

    (25 results)
  • Co-Researchers

    (30 People)
  •  血圧脈波装置と人工知能を用いた簡便な大動脈弁狭窄症スクリーニング法の開発Principal Investigator

    • Principal Investigator
      鍵山 暢之
    • Project Period (FY)
      2025 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 53020:Cardiology-related
    • Research Institution
      Juntendo University
  •  Comprehensive Omics Analysis and Clinical Research for Elucidating the Pathogenesis of Mitral Valve Prolapse Syndrome

    • Principal Investigator
      北井 豪
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 53020:Cardiology-related
    • Research Institution
      National Cardiovascular Center Research Institute
  •  CTを用いた左心房形態の深層学習による心房細動アブレーション後の再発予測法の開発

    • Principal Investigator
      林 英守
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 53020:Cardiology-related
    • Research Institution
      Juntendo University
  •  心筋ストレインと新規バイオマーカーによるがん治療関連心機能障害の予防と早期診断

    • Principal Investigator
      宮崎 彩記子
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 53020:Cardiology-related
    • Research Institution
      Juntendo University
  •  Echocardiography with Pocket-sized Ultrasound Machine Supported by Artificial Intelligence

    • Principal Investigator
      Abe Yukio
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 53020:Cardiology-related
    • Research Institution
      Osaka City General Hospital
  •  Radiomics and artificial intelligence for diagnosis of cardiac hypertrophyPrincipal Investigator

    • Principal Investigator
      鍵山 暢之
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 90130:Medical systems-related
    • Research Institution
      Juntendo University
  •  慢性心不全患者の身体活動量と身体機能の長期的管理に関する包括的研究

    • Principal Investigator
      神谷 健太郎
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 59010:Rehabilitation science-related
    • Research Institution
      Kitasato University
  •  Prediction of Intracardiac Pressure using Strain Echocardiography and ArtifiPrincipal Investigator

    • Principal Investigator
      Kagiyama Nobuyuki
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      0403:Biomedical engineering and related fields
    • Research Institution
      Juntendo University

All 2024 2023 2022 2021

All Journal Article Presentation Book

  • [Book] Heart View2023

    • Author(s)
      佐藤瑛一郎,鍵山暢之
    • Total Pages
      4
    • Publisher
      メジカルビュー社
    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Journal Article] 第2回 心エコー図検査とAI利用2024

    • Author(s)
      佐藤 瑛一郎、酒本 暁、鍵山 暢之
    • Journal Title

      Japanese Journal of Medical Ultrasound Technology

      Volume: 49 Issue: 2 Pages: 157-163

    • DOI

      10.11272/jss.t576

    • ISSN
      1881-4506, 1881-4514
    • Year and Date
      2024-04-01
    • Language
      Japanese
    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Journal Article] Prognostic impact of MitraScore in elderly Asian patients with heart failure: sub‐analysis of FRAGILE‐HF2024

    • Author(s)
      Kaneko T、Kagiyama N、Kasai T、Kamiya K、Saito H、Saito K、Ogasahara Y、Maekawa E、Konishi M、Kitai T、Iwata K、Jujo K、Wada H、Maeda D、Hiki M、Sunayama T、Dotare T、Nagamatsu H、Ozawa T、Izawa K、Yamamoto S、Aizawa N、Makino A、Oka K、Momomura S、Matsue Y、Minamino T
    • Journal Title

      ESC Heart Failure

      Volume: 11 Issue: 2 Pages: 1039-1050

    • DOI

      10.1002/ehf2.14658

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K18086, KAKENHI-PROJECT-23K24648
  • [Journal Article] Artificial intelligence-based point-of-care lung ultrasound for screening COVID-19 pneumoniae: Comparison with CT scans2023

    • Author(s)
      Kuroda Yumi、Kaneko Tomohiro、Yoshikawa Hitomi、Uchiyama Saori、Nagata Yuichi、Matsushita Yasushi、Hiki Makoto、Minamino Tohru、Takahashi Kazuhisa、Daida Hiroyuki、Kagiyama Nobuyuki
    • Journal Title

      PLOS ONE

      Volume: 18 Issue: 3 Pages: e0281127-e0281127

    • DOI

      10.1371/journal.pone.0281127

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K18086, KAKENHI-PROJECT-20K11536
  • [Journal Article] Prognostic implications of six-minute walking distance in patients with heart failure with preserved ejection fraction2023

    • Author(s)
      Fujimoto Y、Maeda D、Kagiyama N、Sunayama T、Dotare T、Jujo K、Saito K、Kamiya K、Saito H、Ogasahara Y、Maekawa E、Konishi M、Kitai T、Iwata K、Wada H、Hiki M、Kasai T、Nagamatsu H、Ozawa T、Izawa K、Yamamoto S、Aizawa N、Wakaume K、Oka K、Momomura S、Matsue Y
    • Journal Title

      International Journal of Cardiology

      Volume: 379 Pages: 76-81

    • DOI

      10.1016/j.ijcard.2023.03.025

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594, KAKENHI-PROJECT-22K11285, KAKENHI-PROJECT-23K24648
  • [Journal Article] Usefulness of HANBAH Score in Japanese Patients With Acute Heart Failure2023

    • Author(s)
      Kaneko Tomohiro、Kagiyama Nobuyuki、Nakamura Yutaka、Dotare Taishi、Sunayama Tsutomu、Ishiwata Sayaki、Maeda Daichi、Iso Takashi、Kato Takao、Suda Shoko、Hiki Masaru、Matsue Yuya、Kasai Takatoshi、Minamino Tohru
    • Journal Title

      The American Journal of Cardiology

      Volume: 203 Pages: 45-52

    • DOI

      10.1016/j.amjcard.2023.06.114

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K18086
  • [Journal Article] External validation of the ACUTE HF score for risk stratification in acute heart failure2023

    • Author(s)
      Kaneko Tomohiro、Kagiyama Nobuyuki、Nakamura Yutaka、Dotare Taishi、Sunayama Tsutomu、Ishiwata Sayaki、Maeda Daichi、Iso Takashi、Kato Takao、Suda Shoko、Hiki Masaru、Matsue Yuya、Kasai Takatoshi、Minamino Tohru
    • Journal Title

      International Journal of Cardiology

      Volume: 370 Pages: 396-401

    • DOI

      10.1016/j.ijcard.2022.10.130

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K08116, KAKENHI-PROJECT-21K18086
  • [Journal Article] The interaction between physical frailty and prognostic impact of heart failure medication in elderly patients2023

    • Author(s)
      Abe Takuro、Jujo Kentaro、Maeda Daichi、Saito Katsumi、Ogasahara Yuki、Saito Kazuya、Saito Hiroshi、Iwata Kentaro、Konishi Masaaki、Kitai Takeshi、Kasai Takatoshi、Wada Hiroshi、Momomura Shin‐ichi、Kagiyama Nobuyuki、Kamiya Kentaro、Yamashita Masashi、Hamazaki Nobuaki、Nozaki Kohei、Maekawa Emi、Ako Junya、Matsue Yuya
    • Journal Title

      ESC Heart Failure

      Volume: 10 Issue: 3 Pages: 1698-1705

    • DOI

      10.1002/ehf2.14114

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K11312, KAKENHI-PROJECT-21K08116, KAKENHI-PROJECT-23K24648, KAKENHI-PROJECT-23K21594
  • [Journal Article] Translating Complex Machine-Learning Phenogrouping Into Simple Algorithm2023

    • Author(s)
      Kagiyama Nobuyuki
    • Journal Title

      JACC: Cardiovascular Imaging

      Volume: 16 Issue: 10 Pages: 1285-1287

    • DOI

      10.1016/j.jcmg.2023.07.010

    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Journal Article] Arm lean mass measured using dual-energy X-ray absorptiometry to predict mortality in older patients with heart failure2022

    • Author(s)
      Saito Hiroshi、Matsue Yuya、Maeda Daichi、Kamiya Kentaro、Kagiyama Nobuyuki、Endo Yoshiko、Yoshioka Kenji、Mizukami Akira、Minamino Tohru
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: 101 Pages: 104689-104689

    • DOI

      10.1016/j.archger.2022.104689

    • Data Source
      KAKENHI-PROJECT-23K21594
  • [Journal Article] Sex differences in the prevalence and prognostic impact of physical frailty and sarcopenia among older patients with heart failure2022

    • Author(s)
      Maeda Daichi、Matsue Yuya、Kagiyama Nobuyuki、Jujo Kentaro、Saito Kazuya、Kamiya Kentaro、Saito Hiroshi、Ogasahara Yuki、Maekawa Emi、Konishi Masaaki、Kitai Takeshi、Iwata Kentaro、Wada Hiroshi、Hiki Masaru、Dotare Taishi、Sunayama Tsutomu、Kasai Takatoshi、Nagamatsu Hirofumi、Ozawa Tetsuya、Izawa Katsuya、et al.
    • Journal Title

      Nutrition, Metabolism and Cardiovascular Diseases

      Volume: 32 Issue: 2 Pages: 365-372

    • DOI

      10.1016/j.numecd.2021.10.012

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K08116, KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594
  • [Journal Article] Prognostic value of postural hypotension in hospitalized patients with heart failure2022

    • Author(s)
      Sunayama Tsutomu、Maeda Daichi、Matsue Yuya、Kagiyama Nobuyuki、Jujo Kentaro、Saito Kazuya、Kamiya Kentaro、et al.
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1

    • DOI

      10.1038/s41598-022-06760-0

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K21594
  • [Journal Article] Inaccurate recognition of own comorbidities is associated with poor prognosis in elderly patients with heart failure2022

    • Author(s)
      Maeda Daichi、Matsue Yuya、et al.
    • Journal Title

      ESC Heart Failure

      Volume: 9 Issue: 2 Pages: 1351-1359

    • DOI

      10.1002/ehf2.13824

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K15862, KAKENHI-PROJECT-21K08116, KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594
  • [Journal Article] Physiological and prognostic differences between types of exercise stress echocardiography for functional mitral regurgitation2021

    • Author(s)
      Kagiyama Nobuyuki、Toki Misako、Yuri Takuya、Aritaka Shingo、Hayashida Akihiro、Sengupta Partho P、Yoshida Kiyoshi
    • Journal Title

      Open Heart

      Volume: 8 Issue: 1 Pages: e001583-e001583

    • DOI

      10.1136/openhrt-2021-001583

    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Journal Article] Impact of physical performance on exercise capacity in older patients with heart failure with reduced and preserved ejection fraction2021

    • Author(s)
      Saka Kenichiro、Konishi Masaaki、Kagiyama Nobuyuki、Kamiya Kentaro、Saito Hiroshi、Saito Kazuya、Ogasahara Yuki、Maekawa Emi、Misumi Toshihiro、Kitai Takeshi、Iwata Kentaro、Jujo Kentaro、Wada Hiroshi、Kasai Takatoshi、Nagamatsu Hirofumi、Ozawa Tetsuya、Izawa Katsuya、Yamamoto Shuhei、Aizawa Naoki、et al.
    • Journal Title

      Experimental Gerontology

      Volume: 156 Pages: 111626-111626

    • DOI

      10.1016/j.exger.2021.111626

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K08116, KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594
  • [Journal Article] Effectiveness of real-time tele-ultrasound for echocardiography in resource-limited medical teams2021

    • Author(s)
      Kaneko Tomohiro、Kagiyama Nobuyuki、Nakamura Yutaka、Hirasawa Tomomi、Murata Azusa、Morimoto Ryoko、Miyazaki Sakiko、Minamino Tohru
    • Journal Title

      Journal of Echocardiography

      Volume: 20 Issue: 1 Pages: 16-23

    • DOI

      10.1007/s12574-021-00542-9

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Journal Article] Aspartate aminotransferase to alanine aminotransferase ratio is associated with frailty and mortality in older patients with heart failure2021

    • Author(s)
      Maeda Daichi、Matsue Yuya、et al.
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1

    • DOI

      10.1038/s41598-021-91368-z

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K15862, KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594
  • [Journal Article] Impact of Social Frailty in Hospitalized Elderly Patients With Heart Failure: A FRAGILE‐HF Registry Subanalysis2021

    • Author(s)
      Jujo Kentaro、Matsue Yuya、et al.
    • Journal Title

      Journal of the American Heart Association

      Volume: 10 Issue: 17

    • DOI

      10.1161/jaha.120.019954

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K15862, KAKENHI-PROJECT-18K17715, KAKENHI-PROJECT-23K21594
  • [Presentation] 説明可能な機械学習を用いた、心エコー図による正確な左室充満圧の推定2024

    • Author(s)
      中村 優、鍵山 暢之、赤間 友香、岡田 大司、土岐 美沙子 、北井 豪、 高松 幸子、栗田 梓、金子 智洋、 宮崎 彩記子、岡崎 真也、南野 徹
    • Organizer
      日本心エコー図学会第35回学術集会
    • Data Source
      KAKENHI-PROJECT-20K22504
  • [Presentation] Echocardiography in the AI Era: New Workflow, New Challenges, and New Roles of Specialists2024

    • Author(s)
      鍵山暢之
    • Organizer
      第88回日本循環器学会学術集会
    • Data Source
      KAKENHI-PROJECT-21K18086
  • [Presentation] 心エコー検査におけるAIと遠隔診断2024

    • Author(s)
      鍵山暢之
    • Organizer
      第88回日本循環器学会学術集会
    • Data Source
      KAKENHI-PROJECT-21K18086
  • [Presentation] 人工知能を搭載したハンドヘルド超音波による自動左室駆出率評価の 多施設共同検証試験2023

    • Author(s)
      金子智洋,阿部幸雄,鍵山暢之,楠瀬賢也,加藤奈穂子,栗田梓
    • Organizer
      日本心エコー図学会第34回学術集会
    • Data Source
      KAKENHI-PROJECT-21K08045
  • [Presentation] 心筋症・心機能低下症例での画像診断の行方2023

    • Author(s)
      鍵山暢之
    • Organizer
      第71回日本心臓病学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-21K18086
  • [Presentation] 循環器領域における超音波診断の課題とAI2023

    • Author(s)
      鍵山暢之
    • Organizer
      日本超音波医学会 第96回学術集会
    • Data Source
      KAKENHI-PROJECT-21K18086
  • [Presentation] 心臓が読めると武器になる ―AIを用いた胸部POCUSの極意―2023

    • Author(s)
      鍵山暢之
    • Organizer
      第9回日本NP学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-21K18086
  • 1.  太田 光彦 (10897953)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  Abe Yukio (80748666)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 3.  松村 嘉起 (00534661)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  渡辺 弘之 (60336766)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  楠瀬 賢也 (70507649)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 6.  出雲 昌樹 (40635372)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  宮崎 彩記子 (60407319)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  荻田 学 (10794133)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  宮崎 哲朗 (30600473)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  堀本 義哉 (40424246)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  尾関 理恵 (60801991)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  北井 豪 (10470204)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  泉 佑樹 (10763576)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  田端 実 (20620199)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  古川 裕 (60359833)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  泉 知里 (70768100)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 17.  鈴木 康太 (70816850)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 18.  福嶌 五月 (80596867)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 19.  神谷 健太郎 (10448970)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 20.  末永 祐哉 (50811642)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 21.  宮田 裕章 (70409704)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 22.  林 英守 (70407310)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 23.  塩澤 知之 (00648165)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 24.  戸叶 隆司 (40317441)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 25.  藤本 進一郎 (70385871)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 26.  山本 周平
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 27.  葛西 隆敏
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 3 results
  • 28.  須田 翔子
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 29.  加藤 倫卓
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 30.  濱嵜 伸明
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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