Tokyo University of Science · Graduate School of Business Administration / Faculty of Business Administration · 准教授

Research keywords電子カルテ・自然言語処理・機械学習・症例予測・データ構造化

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• A Combined Logistic Regression and Decision Tree Analysis of Factors Influencing Throwing Velocity and Accuracy in Little League Baseball Players2026
• TUSNLP at the NTCIR-18 RadNLP Task: Explainable Classification Approach by Domain Knowledge-Based Bag-of-Words2025
• TUSNLP at the NTCIR-18 MedNLP-CHAT Task: Utilization of External Medical Knowledge and Hybrid Approach of BERT and ChatGPT2025
• Physicians’ Perspectives on Prescription Alerts: A Journey Towards Reducing Fatigue2025

• 電子カルテテキストデータからの症例ナレッジ化に基づく説明性の高い病名推測AIの構築2023
• 会話分析を用いた協働意思決定過程の解明2021
• 新しい自然言語処理手法を用いた電子カルテデータ構造化と疾患分類AIモデルの構築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2019

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