Yamagata Kazufumi 山形和史

… Alternative Names

山形和史ヤマガタカズフミ

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Researcher Number	40344600
Other IDs
Affiliation (Current)	2025: 弘前大学, 保健学研究科, 教授
Affiliation (based on the past Project Information) *help	2025: 弘前大学, 保健学研究科, 教授 2022 – 2023: 弘前大学, 保健学研究科, 教授 2004 – 2006: 弘前大学, 医学部附属病院, 助手
Review Section/Research Field	Principal Investigator Basic Section 09070:Educational technology-related / Gastroenterology
Keywords	Principal Investigator 教育 / AI / 検査支援技術 / 血液検査 / 診断 / 血液疾患 / Project Based Learning / 医学教育 / 医療AI / 人工知能 / 多剤耐性遺伝子 / 内科治療 / 重症潰瘍性大腸炎

血液検査におけるAI駆動型臨床検査支援技術と臨床検査技師AI教育プログラムの開発Principal Investigator
- Principal Investigator
  
  山形和史
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  Hirosaki University
血液疾患診断スペシャリストにおけるAIと論理的検証スキル融合教育プログラムの開発Principal Investigator
- Principal Investigator
  
  山形和史
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  Hirosaki University
重症潰瘍性大腸炎の内科治療効果判定における多剤耐性遺伝子(MDR)の役割Principal Investigator
- Principal Investigator
  
  山形和史
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Gastroenterology
- Research Institution
  Hirosaki University

All 2024 2023 2022 2004

All Journal Article Presentation

[Journal Article] Approach to recognition of immature granulocytes using deep learning in peripheral blood smear screening: The potential of AI models using a convolution neural network for blood cell morphology classification2024
- Author(s)
  野坂大喜、櫛引美穂子、鎌田耕輔、山形和史
- Journal Title
  
  Japanese Journal of Medical Technology
  
  Volume: 73 Issue: 1 Pages: 69-77
- DOI
  10.14932/jamt.23-72
- ISSN
  0915-8669, 2188-5346
- Year and Date
  2024-01-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18573, KAKENHI-PROJECT-22K02799, KAKENHI-PROJECT-19K21737, KAKENHI-PROJECT-23K20724
[Journal Article] The Effectiveness of Data Augmentation for Mature White Blood Cell Image Classification in Deep Learning — Selection of an Optimal Technique for Hematological Morphology Recognition —2023
- Author(s)
  H Nozaka, K Kamata, K Yamagata
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E106.D Issue: 5 Pages: 707-714
- DOI
  10.1587/transinf.2022DLP0066
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2023-05-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K20724, KAKENHI-PROJECT-22K18573, KAKENHI-PROJECT-22K02799, KAKENHI-PROJECT-19K21737
[Journal Article] Classifying Microscopic Images of Reactive Lymphocytosis Using Two-Step Tandem AI Models2023
- Author(s)
  Nozaka Hiroyuki、Kushibiki Mihoko、Kamata Kosuke、Yamagata Kazufumi
- Journal Title
  
  Applied Sciences
  
  Volume: 13 Issue: 9 Pages: 5296-5296
- DOI
  10.3390/app13095296
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18573, KAKENHI-PROJECT-22K02799, KAKENHI-PROJECT-19K21737, KAKENHI-PROJECT-23K20724
[Journal Article] Macrophage Migration Inhibitory Factor and Activator Protein-1 in Ulcerative Colitis.2004
- Author(s)
  Ishiguro Y, Yamagata K, Munakata A, et al.
- Journal Title
  
  Ann.N.Y.Acad.Sci. 1029
  
  Pages: 348-349
- Data Source
  KAKENHI-PROJECT-16790374
[Presentation] Approach to detection of abnormal lymphocyte with deep learning in peripheral blood smear screening - The potential of AI technology for acute lymphocytic leukemia in hematological morphology analysis -2023
- Author(s)
  H Nozaka, S Souma, S Hirano, M Nakano, M Fujioka, M Kushibiki, S Ogasawara, M Ishiyama, K Kamata, K Yamagata.
- Organizer
  The 36th International Society for Laboratory Hematology (ISLH2023).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to detection of atypical lymphocytes with deep learning in peripheral blood smear screening - Clinical application potential of hematological morphology classification AI model2023
- Author(s)
  H Nozaka, S Souma, S Hirano, M Nakano, M Fujioka, M Kushibiki, S Ogasawara, M Ishiyama, K Kamata, K Yamagata.
- Organizer
  The 36th International Society for Laboratory Hematology (ISLH2023).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to automated classification of nucleated blood cells in peripheral blood smear screening2022
- Author(s)
  H Nozaka, S Hirano, S Souma, A Kobayashi, S Ogasawara, M Kushibiki, M Ishiyama, M Nakano, M Fujioka, K Kamata, K Yamagata.
- Organizer
  35th IFBLS World Congress of Biomedical Laboratory Science (IFBLS2022).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to automated recognition of blast cells in peripheral blood smear screening2022
- Author(s)
  H Nozaka, S Kimura, S Kaga, N Sakaiya, S Ogasawara, M Kushibiki, M Ishiyama, M Nakano, M Fujioka, K Kamata, K Yamagata.
- Organizer
  35th IFBLS World Congress of Biomedical Laboratory Science (IFBLS2022).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to automated detection of atypical lymphocytes in peripheral blood smear screening2022
- Author(s)
  H Nozaka, S Kaga, N Sakaiya, S Kimura, M Kushibiki, S Ogasawara, M Ishiyama, M Nakano, M Fujioka, K Kamata, K Yamagata.
- Organizer
  35th International Society for Laboratory Hematology (ISLH2022).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to the detection of reactive lymphocytes using multi-stage AI models2022
- Author(s)
  H Nozaka, S Kaga, N Sakaiya, S Kimura, M Nakano, M Fujioka, M Kushibiki, S Ogasawara, M Ishiyama, K Kamata, K Yamagata.
- Organizer
  12th Biennial Conference of the Asia Pacific Association for Medical Informatics (APAMI2022).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] 人工知能(AI)を用いた顆粒球系幼若細胞検出・分類技術の開発と評価.2022
- Author(s)
  野坂大喜, 小笠原脩, 櫛引美穂子, 鎌田耕輔, 山形和史.
- Organizer
  第10回北日本支部日本医学検査学会
- Data Source
  KAKENHI-PROJECT-22K02799
[Presentation] Approach to immature granulocytes discrimination with convolutional neural network in peripheral blood smear screening.2022
- Author(s)
  H Nozaka, S Kimura, S Kaga, N Sakaiya, M Kushibiki, S Ogasawara, M Ishiyama, M Nakano, M Fujioka, K Kamata, K Yamagata.
- Organizer
  35th International Society for Laboratory Hematology (ISLH2022).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K02799

1. 野坂大喜 (80302040)

# of Collaborated Projects: 2 results

# of Collaborated Products: 9 results

Yamagata Kazufumi 山形 和史

山形 和史 ヤマガタ カズフミ

Research Projects

Research Products

Co-Researchers

血液検査におけるAI駆動型臨床検査支援技術と臨床検査技師AI教育プログラムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

血液疾患診断スペシャリストにおけるAIと論理的検証スキル融合教育プログラムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

重症潰瘍性大腸炎の内科治療効果判定における多剤耐性遺伝子(MDR)の役割Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Approach to recognition of immature granulocytes using deep learning in peripheral blood smear screening: The potential of AI models using a convolution neural network for blood cell morphology classification2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] The Effectiveness of Data Augmentation for Mature White Blood Cell Image Classification in Deep Learning — Selection of an Optimal Technique for Hematological Morphology Recognition —2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Classifying Microscopic Images of Reactive Lymphocytosis Using Two-Step Tandem AI Models2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Macrophage Migration Inhibitory Factor and Activator Protein-1 in Ulcerative Colitis.2004

Author(s)

Journal Title

Data Source

[Presentation] Approach to detection of abnormal lymphocyte with deep learning in peripheral blood smear screening - The potential of AI technology for acute lymphocytic leukemia in hematological morphology analysis -2023

Author(s)

Organizer

Data Source

[Presentation] Approach to detection of atypical lymphocytes with deep learning in peripheral blood smear screening - Clinical application potential of hematological morphology classification AI model2023

Author(s)

Organizer

Data Source

[Presentation] Approach to automated classification of nucleated blood cells in peripheral blood smear screening2022

Author(s)

Organizer

Data Source

[Presentation] Approach to automated recognition of blast cells in peripheral blood smear screening2022

Author(s)

Organizer

Data Source

[Presentation] Approach to automated detection of atypical lymphocytes in peripheral blood smear screening2022

Author(s)

Organizer

Data Source

[Presentation] Approach to the detection of reactive lymphocytes using multi-stage AI models2022

Author(s)

Organizer

Data Source

[Presentation] 人工知能(AI)を用いた顆粒球系幼若細胞検出・分類技術の開発と評価.2022

Author(s)

Organizer

Data Source

[Presentation] Approach to immature granulocytes discrimination with convolutional neural network in peripheral blood smear screening.2022

Author(s)

Organizer

Data Source

Yamagata Kazufumi 山形和史

山形和史ヤマガタカズフミ