Furukawa Taiki 古川大記

Researcher Number	30837654
Other IDs	https://orcid.org/0000-0002-3522-1845
Affiliation (Current)	2024: 名古屋大学, 医学部附属病院, 講師
Affiliation (based on the past Project Information) *help	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 53030:Respiratory medicine-related / Basic Section 58010:Medical management and medical sociology-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 / バイオマーカー / 多分野集学的診断 / 特発性間質性肺炎 / 環境因子 / 地理空間データ / 医療資源適正化 / リアルワールドデータ / 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

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
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
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
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 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] 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] 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: 0 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

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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. 小林大介 (30728176)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 須田隆文 (30291397)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 福岡順也 (00324575)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 藤澤朋幸 (20402357)

# of Collaborated Projects: 1 results

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17. 穗積宏尚 (40771457)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 横田秀夫 (00261206)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 道川隆士 (60435683)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Furukawa Taiki 古川 大記

Research Projects

Research Products

Co-Researchers

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

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a quantitative evaluation method for medical resource optimization and construction of a regional medical data platform

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Project Period (FY)

Research Category

Review Section

Research Institution

Immune-pathological diagnostic artificial intelligence development research for pulmonary fibrosis using fibrotic foci-specific enhanced micro-CT

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Orality and Narrative Technique in Pain Clinic

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A Study Development of Machine Learning Algorithm for Diagnosis and Prognosis Prediction of Diffuse Lung DiseasePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Book] Pharma Medica2020

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] A comprehensible machine learning tool to differentially diagnose idiopathic pulmonary fibrosis from other chronic interstitial lung diseases2022

Author(s)

Journal Title

DOI

Data Source

[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)

Journal Title

Data Source

[Journal Article] 間質性肺炎診療と新テクノロジー2021

Author(s)

Journal Title

Data Source

[Journal Article] Probable usual interstitial pneumonia pattern on chest CT: is it sufficient for a diagnosis of idiopathic pulmonary fibrosis?2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Serum mitochondrial DNA predicts the risk of acute exacerbation and progression of idiopathic pulmonary fibrosis2020

Author(s)

Journal Title

DOI

Data Source

[Patent] Identifying device, learning device, method, and storage medium2020

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Acquisition Date

Data Source

[Patent] IDENTIFYING DEVICE, LEARNING DEVICE, METHOD, AND STORAGE MEDIUM2020

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Furukawa Taiki 古川大記

[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