MIYATA Kohei 宮田康平

… Alternative Names

宮田康平ミヤタコウヘイ

Kohei Miyata 宮田康平

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Researcher Number	80759233
Other IDs	https://orcid.org/0000-0003-0312-4810
Affiliation (Current)	2026: 福岡大学, 医学部, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 福岡大学, 医学部, 准教授 2021: 福岡大学, 医学部, 准教授 2019 – 2020: 福岡大学, 医学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 56040:Obstetrics and gynecology-related Except Principal Investigator Basic Section 62010:Life, health and medical informatics-related
Keywords	Principal Investigator 陣痛 / 細菌フローラ / 細菌叢 / 早産 / クオラムセンシング Except Principal Investigator 胎児心拍陣痛図(CTG) / 深層学習(ディープラーニング) / 医療データ / 時系列データ / 深層学習 / ビジョントランスフォーマ / CTGデータ / ドメインシフト

Research on AI-based fetal monitoring and perinatal information system
- Principal Investigator
  
  柴田千尋
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Hosei University
Functional analysis for regulatory systems of focal microbiota activity in preterm laborPrincipal Investigator
- Principal Investigator
  
  Kohei Miyata
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 56040:Obstetrics and gynecology-related
- Research Institution
  Fukuoka University

All 2025 2024 2023 2020

All Journal Article Presentation

[Journal Article] Cardiotocography-Based Experimental Comparison of Artificial Intelligence and Human Judgment in Assessing Fetal Asphyxia During Delivery2025
- Author(s)
  Kohei Miyata, Chihiro Shibata, Hiroaki Fukunishi, Kazunari Hemmi, Hayato Kinoshita, Toyofumi Hirakawa, Daichi Urushiyama, Masamitsu Kurakazu, Fusanori Yotsumoto
- Journal Title
  
  Cureus
  
  Volume: 17(1)
- DOI
  10.7759/cureus.78282
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11325
[Journal Article] Predicting High-Risk Births Using Transformer-Based Models on Large-Scale Multi-Clinical Cardiotocogram Data2025
- Author(s)
  辺見一成、柴田千尋、宮田康平、今村利朗、宮本新吾、四元房典、沼野博胤
- Journal Title
  
  電子情報通信学会論文誌D 情報・システム
  
  Volume: J108-D Issue: 4 Pages: 107-117
- DOI
  10.14923/transinfj.2024PDP0034
- ISSN
  1880-4535, 1881-0225
- Year and Date
  2025-04-01
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K11325
[Presentation] 深層学習モデルを用いた子宮鏡画像による慢性子宮内膜炎の分類精度の検証2024
- Author(s)
  川島尚大，辺見一成，宮田知子，山本奈里，平川豊文，井上善仁，宮田康平，四元房典，柴田千尋
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-23K11325
[Presentation] Exploring Effective Approaches on Transformer-based Neural Models for Multi-clinical Large-scale Cardiotocogram Data2023
- Author(s)
  Kazunari Hemmi, Kohei Miyata, Mohannad Alkanan, Chihiro Shibata, Shingo Miyamoto, Toshiro Imamura, Hiroaki Fukunishi, Hirotane Numano
- Organizer
  E-HEALTH AND BIOENGINEERING CONFERENCE
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11325
[Presentation] Novel regulatory mechanism of pregnant uterine contraction associated with Quorum Sensing2020
- Author(s)
  宮田　康平
- Organizer
  第72回日本産科婦人科学会学術講演会
- Data Source
  KAKENHI-PROJECT-19K18714

1. 柴田千尋 (00633299)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
2. 吉仲亮 (80466424)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 福西広晃 (30815684)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
4. 篠原一彦 (00327082)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

MIYATA Kohei 宮田 康平

宮田 康平 ミヤタ コウヘイ

Kohei Miyata 宮田 康平

Research Projects

Research Products

Co-Researchers

Research on AI-based fetal monitoring and perinatal information system

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Functional analysis for regulatory systems of focal microbiota activity in preterm laborPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Cardiotocography-Based Experimental Comparison of Artificial Intelligence and Human Judgment in Assessing Fetal Asphyxia During Delivery2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Predicting High-Risk Births Using Transformer-Based Models on Large-Scale Multi-Clinical Cardiotocogram Data2025

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Presentation] 深層学習モデルを用いた子宮鏡画像による慢性子宮内膜炎の分類精度の検証2024

Author(s)

Organizer

Data Source

[Presentation] Exploring Effective Approaches on Transformer-based Neural Models for Multi-clinical Large-scale Cardiotocogram Data2023

Author(s)

Organizer

Data Source

[Presentation] Novel regulatory mechanism of pregnant uterine contraction associated with Quorum Sensing2020

Author(s)

Organizer

Data Source

MIYATA Kohei 宮田康平

宮田康平ミヤタコウヘイ

Kohei Miyata 宮田康平