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Furukawa Taiki  古川 大記

Researcher Number 30837654
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-3522-1845
Affiliation (Current) 2025: 名古屋大学, 医学部附属病院, 講師
Affiliation (based on the past Project Information) *help 2023 – 2024: 名古屋大学, 医学部附属病院, 講師
2021 – 2023: 名古屋大学, 医学部附属病院, 特任助教
2019 – 2020: 名古屋大学, 医学部附属病院, 医員
Review Section/Research Field
Principal Investigator
Basic Section 53030:Respiratory medicine-related
Except Principal Investigator
Basic Section 58010:Medical management and medical sociology-related / Basic Section 53030:Respiratory medicine-related / Medium-sized Section 53:Organ-based internal medicine and related fields / Orality and Society
Keywords
Principal Investigator
個別化医療 / データベース構築 / 人工知能 / 間質性肺炎 / 大気汚染 / 深層学習 / 機械学習 / びまん性肺疾患 / AI構築 / 医療知識マッピング / 特発性肺線維症 … More
Except Principal Investigator
… More 人工知能 / 機械学習 / 環境因子 / 地理空間データ / 患者受療行動 / リアルワールドデータ / 医療資源適正化 / バイオマーカー / 多分野集学的診断 / 特発性間質性肺炎 / 診断 / 血管内皮細胞 / マイクロCT / 金ナノ粒子 / 線維芽細胞 / 肺線維症 / 自然言語処理 / ナラティブメディシン / 表情認識 / 音声認識 / 感情分析 / 画像認識 / 医療情報 / 慢性疼痛 / 整形外科 / オラリティ Less
  • Research Projects

    (6 results)
  • Research Products

    (25 results)
  • Co-Researchers

    (19 People)
  •  特発性間質性肺炎の診断や予後予測に有用な新規血清バイオマーカーと人工知能の開発

    • Principal Investigator
      須田 隆文
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 53030:Respiratory medicine-related
    • Research Institution
      Hamamatsu University School of Medicine
  •  人工衛星による大気汚染情報を活用した間質性肺炎プレシジョンメディシンの実現Principal Investigator

    • Principal Investigator
      古川 大記
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 53030:Respiratory medicine-related
    • Research Institution
      Nagoya University
  •  Development of a quantitative evaluation method for medical resource optimization and construction of a regional medical data platform

    • Principal Investigator
      佐藤 菊枝
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 58010:Medical management and medical sociology-related
    • Research Institution
      Nagoya University
  •  Immune-pathological diagnostic artificial intelligence development research for pulmonary fibrosis using fibrotic foci-specific enhanced micro-CT

    • Principal Investigator
      Hashimoto Naozumi
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 53:Organ-based internal medicine and related fields
    • Research Institution
      Fujita Health University
      Nagoya University
  •  Orality and Narrative Technique in Pain Clinic

    • Principal Investigator
      OYAMA Shintaro
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Orality and Society
    • Research Institution
      Nagoya University
  •  A Study Development of Machine Learning Algorithm for Diagnosis and Prognosis Prediction of Diffuse Lung DiseasePrincipal Investigator

    • Principal Investigator
      Furukawa Taiki
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 53030:Respiratory medicine-related
    • Research Institution
      Nagoya University

All 2023 2022 2021 2020 2019

All Journal Article Presentation Book Patent

  • [Book] Pharma Medica2020

    • Author(s)
      古川 大記
    • Total Pages
      4
    • Publisher
      メディカルレビュー社
    • ISBN
      4779223784
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Journal Article] Prognostic Factors for Covid-19 on Admission Profile and Air Pollutants.2023

    • Author(s)
      Kikue Sato, Taiki Furukawa, Satoshi Yamashita, Daisuke Kobayashi, Shintaro Oyama, Yoshimune Shiratori
    • Journal Title

      Stud Health Technol Inform.

      Volume: 302 Pages: 901-902

    • DOI

      10.3233/shti230301

    • ISBN
      9781643683881, 9781643683898
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K09547
  • [Journal Article] A comprehensible machine learning tool to differentially diagnose idiopathic pulmonary fibrosis from other chronic interstitial lung diseases2022

    • Author(s)
      Furukawa T, Oyama S, Yokota H, Kondoh Y, Kataoka K, Johkoh T, Fukuoka J, Hashimoto N,Sakamoto K, Shiratori Y, Hasegawa Y
    • Journal Title

      Respirology

      Volume: 27 Issue: 9 Pages: 739-746

    • DOI

      10.1111/resp.14310

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K21599, KAKENHI-PROJECT-18K15948, KAKENHI-PROJECT-19K17633
  • [Journal Article] MDD診断へのAI「画像診断」支援の現状と可能性について.2022

    • Author(s)
      古川大記, 寺町涼.
    • Journal Title

      呼吸器内科

      Volume: 41(2) Pages: 180-184

    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Journal Article] 間質性肺炎診療と新テクノロジー2021

    • Author(s)
      古川大記
    • Journal Title

      最新主要文献とガイドラインでみる 呼吸器内科学レビュー 2022-’23

      Volume: - Pages: 327-332

    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Journal Article] Probable usual interstitial pneumonia pattern on chest CT: is it sufficient for a diagnosis of idiopathic pulmonary fibrosis?2020

    • Author(s)
      Fukihara Jun、Kondoh Yasuhiro、Brown Kevin K.、Kimura Tomoki、Kataoka Kensuke、Matsuda Toshiaki、Yamano Yasuhiko、Suzuki Atsushi、Furukawa Taiki、Sumikawa Hiromitsu、Takahashi Osamu、Johkoh Takeshi、Tanaka Tomonori、Fukuoka Junya、Hashimoto Naozumi、Hasegawa Yoshinori
    • Journal Title

      European Respiratory Journal

      Volume: 55 Issue: 4 Pages: 1802465-1802465

    • DOI

      10.1183/13993003.02465-2018

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21599
  • [Journal Article] Serum mitochondrial DNA predicts the risk of acute exacerbation and progression of idiopathic pulmonary fibrosis2020

    • Author(s)
      Sakamoto Koji、Furukawa Taiki、Yamano Yasuhiko、Kataoka Kensuke、Teramachi Ryo、Walia Anjali、Suzuki Atsushi、Inoue Masahide、Nakahara Yoshio、Ryu Changwan、Hashimoto Naozumi、Kondoh Yasuhiro
    • Journal Title

      European Respiratory Journal

      Volume: 57 Issue: 1 Pages: 2001346-2001346

    • DOI

      10.1183/13993003.01346-2020

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21599, KAKENHI-PROJECT-18K15948
  • [Patent] Identifying device, learning device, method, and storage medium2020

    • Inventor(s)
      古川大記, 横田秀夫, 大山慎太郎, 長谷川好規, 白鳥義宗
    • Industrial Property Rights Holder
      東海国立大学機構
    • Industrial Property Rights Type
      特許
    • Filing Date
      2020
    • Acquisition Date
      2022
    • Overseas
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Patent] IDENTIFYING DEVICE, LEARNING DEVICE, METHOD, AND STORAGE MEDIUM2020

    • Inventor(s)
      古川大記, 横田秀夫, 大山慎太郎, 長谷川好規, 白鳥義宗
    • Industrial Property Rights Holder
      名古屋大学、理化学研究所
    • Industrial Property Rights Type
      特許
    • Filing Date
      2020
    • Overseas
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Patent] 判別装置、学習装置、方法、プログラム、学習済みモデルおよび記憶媒体2019

    • Inventor(s)
      古川 大記、横田 秀夫、大山 慎太郎、長谷川 好規、白鳥 義宗
    • Industrial Property Rights Holder
      古川 大記、横田 秀夫、大山 慎太郎、長谷川 好規、白鳥 義宗
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2019-094757
    • Filing Date
      2019
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] ロボット支援下手術における患者受療動向と地域医療への影響評価2023

    • Author(s)
      佐藤菊枝, 小林大介, 山下暁士, 古川 大記, 白鳥義宗.
    • Organizer
      第43回医療情報学連合大会.(第24回日本医療情報学会学術大会)
    • Data Source
      KAKENHI-PROJECT-23K09547
  • [Presentation] 入院時プロファイルと大気汚染物質による予後予測因子.2023

    • Author(s)
      佐藤菊枝, 古川 大記, 小林大介, 山下暁士, 白鳥義宗.
    • Organizer
      第27回医療情報学会春季学術大会.
    • Data Source
      KAKENHI-PROJECT-23K09547
  • [Presentation] IPFのAI診断の現状と問題点2022

    • Author(s)
      古川大記
    • Organizer
      第62回日本呼吸器学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] びまん性肺疾患MDD診断の為の 双方向性Webプラットフォーム構築と 人工知能診断の社会実装に関する前向き研究2022

    • Author(s)
      古川大記
    • Organizer
      第62回日本呼吸器学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 間質性肺炎MDD 診断と予後予測の立場から2022

    • Author(s)
      古川大記
    • Organizer
      第2回日本びまん性肺疾患研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 医療用AIとアルゴリズムの構築2022

    • Author(s)
      古川大記
    • Organizer
      第7回日本肺高血圧・肺循環学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 間質性肺炎の診断・予後予測アルゴリズム構築と社会実装に向けて2022

    • Author(s)
      古川大記
    • Organizer
      ARO協議会 第9回学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 間質性肺炎とBIG-DATA/AI2021

    • Author(s)
      古川大記
    • Organizer
      第61回日本呼吸器学会学術集会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] AIを用いた間質性肺炎の自動診断2020

    • Author(s)
      古川 大記
    • Organizer
      第60回日本呼吸器学会学術講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] Development Of A Deep Learning Model For Accurate Predicting Interstitial Lung Disease Prognosis2020

    • Author(s)
      Taiki Furukawa
    • Organizer
      International conference of American Thoracic Society
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 深層学習を用いた間質性肺炎の高精度予後予測アルゴリズム2020

    • Author(s)
      古川 大記
    • Organizer
      第60回日本呼吸器学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] PROMISE試験-多施設前向き観察研究-について2020

    • Author(s)
      古川 大記
    • Organizer
      第117回日本呼吸器学会東海地方会
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] Development Of A Machine Learning Combination With Deep Learning For Diagnosing Idiopathic Pulmonary Fibrosis In Chronic Interstitial Lung Disease2020

    • Author(s)
      Taiki Furukawa
    • Organizer
      ERS International Congress 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] 深層学習を用いた機械学習による特発性肺線維症診断アルゴリズム2019

    • Author(s)
      古川大記
    • Organizer
      第59回日本呼吸器学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K17633
  • [Presentation] Development of a Machine Learning Combination with Deep Learning for Diagnosing Idiopathic Pulmonary Fibrosis in Interstitial Lung Disease2019

    • Author(s)
      Taiki Furukawa
    • Organizer
      The ATS International Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K17633
  • 1.  OYAMA Shintaro (80768797)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  佐藤 菊枝 (30731468)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 3 results
  • 3.  Hashimoto Naozumi (30378020)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 4.  白鳥 義宗 (20313877)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  菅野 亜紀 (20457039)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  山下 暁士 (50750501)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  平田 仁 (80173243)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  舩田 千秋 (90599515)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  岩月 克之 (90635567)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  若原 恵子 (00631433)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  阪本 考司 (00635633)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 12.  中村 彰太 (20612849)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  須田 隆文 (30291397)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  福岡 順也 (00324575)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  藤澤 朋幸 (20402357)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  穗積 宏尚 (40771457)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 17.  横田 秀夫 (00261206)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 18.  道川 隆士 (60435683)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 19.  小林 大介 (30728176)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results

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