Eguchi Katsuki 江口克紀

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Katsuki Eguchi 江口克紀

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Researcher Number	20852635
Other IDs	https://orcid.org/0000-0002-2988-2532
Affiliation (Current)	2025: 北海道大学, 医学研究院, 客員研究員
Affiliation (based on the past Project Information) *help	2025: 北海道大学, 医学研究院, 客員研究員 2022 – 2023: 北海道大学, 医学研究院, 客員研究員
Review Section/Research Field	Principal Investigator Basic Section 52020:Neurology-related / 0902:General internal medicine and related fields
Keywords	Principal Investigator 歩行 / 脳神経内科 / 深層学習 / 動画 / 機械学習 / 歩行障害 / パーキンソン病 / 脊髄小脳変性症

深層学習モデルを用いた歩行動画解析による脊髄小脳変性症の重症度判定研究Principal Investigator
- Principal Investigator
  
  江口克紀
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52020:Neurology-related
- Research Institution
  Hokkaido University
Predicting Severity of Spinocerebellar Degeneration Patients Using Machine Learning Model and Gait VideoPrincipal Investigator
- Principal Investigator
  
  Katsuki Eguchi
- Project Period (FY)
  2022 – 2023
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0902:General internal medicine and related fields
- Research Institution
  Hokkaido University

All 2023

All Journal Article Presentation

[Journal Article] Video-based detection of epileptic spasms in West syndrome using a deep neural network: A pilot case study2023
- Author(s)
  Eguchi Katsuki、Yaguchi Hiroaki、Nakakubo Sachiko、Nakajima Midori、Ueda Yuki、Egawa Kiyoshi、Shiraishi Hideaki、Yabe Ichiro
- Journal Title
  
  Journal of the Neurological Sciences
  
  Volume: 449 Pages: 120671-120671
- DOI
  10.1016/j.jns.2023.120671
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K20843
[Journal Article] Gait video-based prediction of unified Parkinson’s disease rating scale score: a retrospective study2023
- Author(s)
  Eguchi Katsuki、Takigawa Ichigaku、Shirai Shinichi、Takahashi-Iwata Ikuko、Matsushima Masaaki、Kano Takahiro、Yaguchi Hiroaki、Yabe Ichiro
- Journal Title
  
  BMC Neurology
  
  Volume: 23 Issue: 1 Pages: 358-358
- DOI
  10.1186/s12883-023-03385-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K12041, KAKENHI-PROJECT-22K20843
[Journal Article] Differentiation of speech in Parkinson’s disease and spinocerebellar degeneration using deep neural networks2023
- Author(s)
  Eguchi Katsuki、Yaguchi Hiroaki、Kudo Ikue、Kimura Ibuki、Nabekura Tomoko、Kumagai Ryuto、Fujita Kenichi、Nakashiro Yuichi、Iida Yuki、Hamada Shinsuke、Honma Sanae、Takei Asako、Moriwaka Fumio、Yabe Ichiro
- Journal Title
  
  Journal of Neurology
  
  Volume: 271 Issue: 2 Pages: 1004-1012
- DOI
  10.1007/s00415-023-12091-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K20843
[Presentation] 歩行動画と深層学習モデルを利用した神経疾患歩行障害の鑑別2023
- Author(s)
  佐藤翔紀、江口克紀
- Organizer
  第5回日本メディカルAI学会学術集会
- Data Source
  KAKENHI-PROJECT-22K20843
[Presentation] 小脳失調患者の歩行動画と深層学習を利用した疾患鑑別および重症度予測に関する研究2023
- Author(s)
  江口克紀
- Organizer
  第14回日本小脳学会学術大会
- Data Source
  KAKENHI-PROJECT-22K20843

1. 瀧川一学

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Eguchi Katsuki 江口克紀

Katsuki Eguchi 江口克紀

Research Projects

Research Products

Co-Researchers

深層学習モデルを用いた歩行動画解析による脊髄小脳変性症の重症度判定研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Predicting Severity of Spinocerebellar Degeneration Patients Using Machine Learning Model and Gait VideoPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Video-based detection of epileptic spasms in West syndrome using a deep neural network: A pilot case study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Gait video-based prediction of unified Parkinson’s disease rating scale score: a retrospective study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Differentiation of speech in Parkinson’s disease and spinocerebellar degeneration using deep neural networks2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] 歩行動画と深層学習モデルを利用した神経疾患歩行障害の鑑別2023

Author(s)

Organizer

Data Source

[Presentation] 小脳失調患者の歩行動画と深層学習を利用した疾患鑑別および重症度予測に関する研究2023

Author(s)

Organizer

Data Source

Eguchi Katsuki 江口 克紀

Katsuki Eguchi 江口 克紀

Research Projects

Research Products

Co-Researchers

深層学習モデルを用いた歩行動画解析による脊髄小脳変性症の重症度判定研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Predicting Severity of Spinocerebellar Degeneration Patients Using Machine Learning Model and Gait VideoPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Video-based detection of epileptic spasms in West syndrome using a deep neural network: A pilot case study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Gait video-based prediction of unified Parkinson’s disease rating scale score: a retrospective study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Differentiation of speech in Parkinson’s disease and spinocerebellar degeneration using deep neural networks2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] 歩行動画と深層学習モデルを利用した神経疾患歩行障害の鑑別2023

Author(s)

Organizer

Data Source

[Presentation] 小脳失調患者の歩行動画と深層学習を利用した疾患鑑別および重症度予測に関する研究2023

Author(s)

Organizer

Data Source

Eguchi Katsuki 江口克紀

Katsuki Eguchi 江口克紀