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IKEDA KATSUHIDE  池田 勝秀

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池田 勝秀  イケダ カツヒデ

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Researcher Number 80568254
Other IDs
Affiliation (Current) 2025: 名古屋大学, 医学系研究科(保健), 准教授
Affiliation (based on the past Project Information) *help 2021 – 2023: 名古屋大学, 医学系研究科(保健), 准教授
Review Section/Research Field
Principal Investigator
Basic Section 90130:Medical systems-related
Keywords
Principal Investigator
診断 / Liquid-based cytology / Deep Learning / AI / 体腔液細胞診
  • Research Projects

    (1 results)
  • Research Products

    (7 results)
  • Co-Researchers

    (1 People)
  •  体腔液細胞診におけるAI診断の開発-細胞像変化への対応と標本作製技術の検討-Principal Investigator

    • Principal Investigator
      池田 勝秀
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 90130:Medical systems-related
    • Research Institution
      Nagoya University

All 2024 2023 2022

All Journal Article Presentation

  • [Journal Article] Staining, Magnification, and Algorithmic Conditions for Highly Accurate Cell Detection and Cell Classification by Deep Learning2024

    • Author(s)
      Ikeda K, Sakabe N, Ito C, Shimoyama Y, Toda K, Fukuda K, Yoshizaki Y, Sato S, Nagata K.
    • Journal Title

      American Journal of Clinical Pathology

      Volume: 161(4) Issue: 4 Pages: 399-410

    • DOI

      10.1093/ajcp/aqad162

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K18077, KAKENHI-PROJECT-23K11904
  • [Journal Article] Effect of Specimen Processing Technique on Cell Detection and Classification by Artificial Intelligence2023

    • Author(s)
      Maruyama Sayumi、Sakabe Nanako、Ito Chihiro、Shimoyama Yuka、Sato Shouichi、Ikeda Katsuhide
    • Journal Title

      American Journal of Clinical Pathology

      Volume: - Issue: 5 Pages: 448-454

    • DOI

      10.1093/ajcp/aqac178

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K18077, KAKENHI-PROJECT-23K11904, KAKENHI-PROJECT-18K12112
  • [Journal Article] Relationship between a deep learning model and liquid‐based cytological processing techniques2023

    • Author(s)
      Ikeda Katsuhide、Sakabe Nanako、Maruyama Sayumi、Ito Chihiro、Shimoyama Yuka、Oboshi Wataru、Komene Tetsuya、Yamaguchi Yoshitaka、Sato Shouichi、Nagata Kohzo
    • Journal Title

      Cytopathology

      Volume: - Issue: 4 Pages: 308-317

    • DOI

      10.1111/cyt.13235

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K18077, KAKENHI-PROJECT-23K11904, KAKENHI-PROJECT-18K12112
  • [Journal Article] Relationship between Liquid-Based Cytology Preservative Solutions and Artificial Intelligence: Liquid-Based Cytology Specimen Cell Detection Using YOLOv5 Deep Convolutional Neural Network2022

    • Author(s)
      Ikeda Katsuhide、Sakabe Nanako、Maruyama Sayumi、Ito Chihiro、Shimoyama Yuka、Sato Shouichi、Nagata Kohzo
    • Journal Title

      Acta Cytologica

      Volume: 66 Issue: 6 Pages: 542-550

    • DOI

      10.1159/000526098

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K12112, KAKENHI-PROJECT-21K18077
  • [Presentation] LBC標本作製法とディープラーニングモデルの関係性2023

    • Author(s)
      下山優香・伊藤千尋・坂部名奈子・池田勝秀
    • Organizer
      第64回日本臨床細胞学会春期大会
    • Data Source
      KAKENHI-PROJECT-21K18077
  • [Presentation] 深層学習における学習細胞数および撮影倍率の違いとAI細胞検出精度の関係性2023

    • Author(s)
      福田健太・伊藤千尋・下山優香・坂部名奈子・池田勝秀
    • Organizer
      第62回日本臨床細胞学会秋期大会
    • Data Source
      KAKENHI-PROJECT-21K18077
  • [Presentation] LBC保存液とAIの関係:YOLOv5深層CNNを用いたLBC標本細胞検出2023

    • Author(s)
      伊藤千尋・下山優香・坂部名奈子・池田勝秀
    • Organizer
      第64回日本臨床細胞学会春期大会
    • Data Source
      KAKENHI-PROJECT-21K18077
  • 1.  佐藤 正一
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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