Noguchi Rei

• Meiji University  School of Interdisciplinary Mathematical Sciences    Lecturer (part-time)

• 2023 - 2026 Development of Explainable Disease Inference AI model Using Case Knowledge Extracted from Electronic Medical Records
• 2021 - 2025 会話分析を用いた協働意思決定過程の解明
• 2020 - 2023 Data structuring of electronic medical records and development of artificial intelligence-based model for disease diagnostic support using a novel natural language processing technology
• 2019 - 2020 診断支援AIに向けたカルテデータ構造化と疾患-症状関係の学習モデル構築手法の確立
• 2011 - 2012 インスリンの時間変動による肝細胞の糖放出制御機構の解明:実験と数理モデルでの解析

• Rei Noguchi, Kota Torikai, Yuichiro Saito. Versatile Data Structuring Framework and Machine Learning Applications for Clinical Utilization of Text Data in Electronic Medical Records. Mumps. 2023. 30. 51-57
• 野口 怜. 電子カルテデータ構造化による症例マトリクスと疾患判別モデルの臨床導入意義 (総特集 実効力視座から考えるデータ二次活用術) -- (持続的効果を得るシステム構築の要件). 月刊新医療. 2021. 48. 3. 45-49
• Construction and clinical application of multicenter integrated discharge summary database. Mumps. 2020. 29. 31-39
• 鳥飼 幸太, 小板橋 則通, 野口 怜, 滝沢 牧子, 小松 康宏, 齋藤 勇一郎. FHIR規格とスマートフォンを利用した深部静脈血栓症アラートシステムの構築. 医療情報学連合大会論文集. 2019. 39回. 566-568
• Partha Protim Hazarika, Kota Torikai, Rei Noguchi, Yuichiro Saito. Analysis of the Stay Time of Patients in Gunma University Heavy Ion Medical Center (GHMC) Using RFID Technology. Studies in health technology and informatics. 2019. 264. 1767-1768

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• COSMETIC STAGE 2024年2月号
  Technical Information Institute Co., Ltd 2024
• The Utilization of IoT and Local 5G in Production Processes
  Technical Information Institute Co., Ltd 2023 ISBN:9784861049545
• 旬刊経理情報
  中央経済社 2016
• 糖尿病学2013
  診断と治療社 2013

• Investigation of medical accidents for the development of alert system to reduce alert fatigue
  (MEDINFO 2023: 19th World Congress on Medical and Health Informatics 2023)
• Development of Explainable Disease Inference AI model by Extraction of Disease-specific Feature Words Based on Structured Text Data of Electronic Medical Records and Sparse modeling
  (The 5th Annual Meeting of the Japanese Association for Medical Artificial Intelligence 2023)
• Development of Similar Case Matching Method with high explainability by Combination of Medical Knowledge and Machine Learning using Text Data from Electronic Medical Records
  (The 42th Joint Conference on Medical Informatics 2022)
• GunNLP at the NTCIR-16 Real-MedNLP Task: Collaborative Filtering-based Similar Case Identification Method via structured data “Case Matrix”
  (The 16th NTCIR Conference 2022)
• Collaborative Filtering-based Similar Case Matching by “Case Matrix” Developed from Text Data in Electronic Medical Records.
  (The 41th Joint Conference on Medical Informatics 2021)

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• 博士(科学)

• 2024/04 - 現在 Tokyo University of Science School of Management Department of Business Economics Associate Professor
• 2019/04 - 現在 Meiji University School of Interdisciplinary Mathematical Sciences
• 2018/04 - 2024/03 Gunma University Hospital System Integration Center Assistant Professor

• 2023/03 - Japan Association for Medical Informatics Academic Encouragement Award (Excellent Oral Presentation Award)
• 2021/07 - Japanese Association for Medical Artificial Intelligence JMAI AWARD
• 2020/03 - Japan Association for Medical Infomatics Academic Encouragement Award Analysis of Complication Patterns Based on Structured Discharge Summary Data

The Japanese Society for Artificial Intelligence ,  Japanese Association for Medical Artificial Intelligence ,  M Technology Association Japan ,  The Association for Natural Language Processing ,  Japan Association for Medical Informatics ,  The Japanese Biochemical Society ,  The Biophysical Society of Japan ,  The Japan Society for Computational Engineering and Science ,  The Japan Society of Mechanical Engineers