Profile
杉谷 美和 / Miwa Sugitani
お茶の水女子大学大学院 人間文化創成科学研究科 理学専攻 情報科学コース
Ochanomizu University Graduate School of Humanities and Sciences Department of Science Information Science Course
Le研究室
Data Engineering Le Lab
Skill
Programming Languages
- TypeScript
- Python
- Java
- SQL
- JavaScript
- HTML/CSS
- C
Frameworks & Libraries
- PrefixSpan
- ReactNative
- Streamlit
- Flask
- FastAPI
- Graphin
- FAISS
Databases & Data Stores
- PostgreSQL
- SQLite
- Qdrant
- BigQuery
- Neo4j
Cloud & Runtimes
- Node.js
- AWS
- Firebase
- Vercel
DevOps & Version Control
- Docker
- Git
- GitHub Actions
- Terraform
Design & Visualization
- Figma
- Looker Studio
Research
杉谷美和, 松尾亮輔, 山崎友義, 荒木賢二, 小口正人, 横田治夫, Le Hieu Hanh. 「複数医療機関間の電子カルテデータを用いた統計情報付き頻出医療指示パターンの抽出と可視化」第17回データ工学と情報マネジメントに関するフォーラム (DEIM 2025).
paper
Miwa Sugitani, Ryosuke Matsuo, Tomoyoshi Yamazaki, Kenji Araki, Masato Oguchi, Haruo Yokota, and Hieu Hanh Le. "Extracting and Visualizing Frequent Medical Instruction Patterns with Statistical Insights from Multi-Institutional Electronic Medical Record Data." 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS 2025).
paper
Miwa Sugitani, Ryosuke Matsuo, Tomoyoshi Yamazaki, Kenji Araki, Masato Oguchi, Haruo Yokota, and Hieu Hanh Le. "Statistical Analysis and Visualization of Medical Instruction Patterns in Multimedia-Rich Electronic Medical Records." 2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR 2025).
paper
杉谷 美和，松尾 亮輔，山﨑 友義，荒木 賢二，小口 正人，横田 治夫，Le Hieu Hanh.（学生プレゼンテーション賞）「複数医療機関の電子カルテデータにおける頻出医療指示パターン評価に基づいた分岐要因の統計的推定」第18回データ工学と情報マネジメントに関するフォーラム (DEIM 2026) 論文集.
paper
杉谷 美和，松尾 亮輔，山﨑 友義，荒木 賢二，小口 正人，横田 治夫，Le Hieu Hanh.「複数医療機関の電子カルテデータを用いた頻出医療指示パターンの分岐要因推定」情報処理学会第88回全国大会 (IPSJ 2026) 論文集.
paper
Miwa Sugitani, Ryosuke Matsuo, Tomoyoshi Yamazaki, Kenji Araki, Masato Oguchi, Haruo Yokota, Hieu Hanh Le. "Explainable Estimation of Clinical Pathway Branching Factors from Multi-Institutional Electronic Medical Records" Proceedings of the 20th IEEE International Symposium on Medical Information and Communication Technology (ISMICT 2026).
paper
Education
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三重県立 津高等高校
Tsu High School, Mie, JAPAN
-
お茶の水女子大学 理学部 情報科学科
Ochanomizu University, Tokyo, JAPAN
- Present
お茶の水女子大学大学院 人間文化創成科学研究科 理学専攻 情報科学コース
Ochanomizu University Graduate School, Tokyo, JAPAN
Activities
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Soft Tennis
During my six years in junior high and high school, I was a member of the soft tennis club and played as a backcourt player.
- Present
Ochanomizu University Programming Club - TEAra
Study sessions on programming basics and competitive programming.
Hackathon - Dots to Code
Developed a mobile app with an easy-to-use UI for seniors.
Participated in a training program focused on building a mini-Mercari service, learning web API development and database fundamentals.
Learn machine learning and data science. Complete competitions and assignments and earn certificates.
Internship
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Data Analyst - 株式会社Hogeticlab
Data analysis and visualization of analysis results using BI tools.
- Present
Software Engineer - 燈株式会社
Development of software for the construction industry using AI technology.