Yada Shuntaro

ヤダシュンタロウ | Yada Shuntaro

Affiliation and department：
Job title： Assistant Professor
Homepage URL (1)： https://shuntaroy.com

Research field (5)： Biological, health, and medical informatics , Intelligent informatics , Web and service informatics , Learning support systems , Library/information science, humanistic/social informatics

Research keywords (7)： Medical Natural Language Processing , Social Computing , Library and Information Science , School Library , Natural Language Processing , Machine Learning , Medical Informatics

Research theme for competitive and other funds (5)：

2022 - 2025 学校図書館による授業支援を促す打ち合わせシートと教材検索システムの開発・評価
2023 - 2024 患者による記述からの医療イベント要約文生成と時系列可視化
2020 - 2024 Design and validation of a user interface to support digital passive exposure to unexpected information
2016 - 2019 Developing methods and environments to stimulate pre-readers' reading habit by using SNS
2014 - 2015 学校図書館による教員サポートを促す図書推薦システムの開発と評価

Papers (26)：

Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, et al. Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of Medical Internet Research. 2024
Tomohiro Nishiyama, Ayane Yamaguchi, Han Peitao, Lis Weiji Kanashiro Pereira, Yuka Otsuki, Gabriel Herman Bernardim Andrade, Noriko Kudo, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, et al. Automated System to Capture Patient Symptoms from Multimodal Texts: Natural Language Processing Approach (Preprint). 2024
Gamar Azuaje, Kongmeng Liew, Elena V. Epure, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki. Visualyre: multimodal album art generation for independent musicians. Personal and Ubiquitous Computing. 2023. 27. 5. 1861-1872
Satoshi Nishioka, Masaki Asano, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Satoko Hori. Adverse event signal extraction from cancer patients’ narratives focusing on impact on their daily-life activities. Scientific Reports. 2023. 13. 1
Norio Otsuka, Yuu Kawanishi, Fumimaro Doi, Tsutomu Takeda, Kazuki Okumura, Takahira Yamauchi, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Manabu Makinodan. Diagnosing Psychiatric Disorders from History of Present Illness Using a Large-Scale Linguistic Model. Psychiatry and clinical neurosciences. 2023. 77. 11. 597-604

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MISC (72)：

Satoshi Nishioka, Masaki Asano, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori. Detection of Adverse Event Signals with Severity Grade Classification from Cancer Patient Narrative. Studies in Health Technology and Informatics (MEDINFO 2023). 2024. 310. 554-558
Takuya Fukushima, Yuka Otsuki, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki. NAISTSOCRR at the NTCIR-17 MedNLP-SC Radiology Report Subtask. Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies. 2023. 163-166
Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan-Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki. Poster-Patients Relationships Show Differing Content and Language on Chinese Weibo: Text Classification, Sentiment Analysis, and Topic Modeling of Posts on Breast Cancer (Preprint). JMIR Cancer. 2023
Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki. Comparative evaluation of boundary-relaxed annotation for Entity Linking performance. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023
Shuntaro Yada, Eiji Aramaki. HeaRT: Health Record Timeliner to visualise patients' medical history from health record text. arXiv:2306.14379. 2023

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Patents (1)：

臨床テキスト情報時系列データ作製方法及び装置、並びに、臨床テキスト情報時系列可視化表示方法及び装置、並びに、臨床テキスト情報時系列可視化システム

Books (1)：

医療・健康データビジネス/テクノロジー総覧
日経BP 2020

Lectures and oral presentations (4)：

Medical NLP in the Era of Large Language Models
(Seminar at Keio University Graduate School of Media and Governance 2023)
医療テキスト構造化のための言語・知識処理基礎の構築
(AIP-PRISM「新薬創出を加速する症例データベースの構築・拡充/創薬ターゲットの推定アルゴリズムの開発」令和4年度成果報告会 2023)
医療言語処理とリアルワールドデータが拓く共創
(けいはんなR&Dフェア2022 2022)
医療言語処理を支える技術
(中外製薬社内研修会 2020)

Works (2)：

LiMCo: Linguistic Measure Collection
Shuntaro Yada 2020 -
Cambodia Asia Collection 2013 PV
Shuntaro Yada 2013 -

Education (4)：

2016 - 2019 The University of Tokyo Graduate School of Education PhD (Education) at Division of Lifelong Learning Infrastructure Management
2014 - 2016 The University of Tokyo Graduate School of Education Master of Education: Division of Lifelong Learning Infrastructure Management
2012 - 2014 The University of Tokyo Faculty of Education Bachelor of Education: Division of Educational Practices and Policies
2010 - 2012 The University of Tokyo College of Arts and Sciences Natural Sciences II

Professional career (2)：

Master of Education (The University of Tokyo)
PhD in Education (The University of Tokyo)

Work history (7)：

2020/11 - 現在 Nara Institute of Science and Technology Graduate School of Science and Technology Assistant Professor
2020/05 - 2020/10 Nara Institute of Science and Technology Social Computing Laboratory Postdoctoral fellow
2019/09 - 2020/04 Nara Institute of Science and Technology Social Computing Laboratory Research fellow
2019/05 - 2019/08 The Commonwealth Scientific and Industrial Research Organisation DATA61 Language and Social Computing Visiting Researcher
2019/04 - 2019/08 The University of Tokyo Laboratory of Library and Information Science, Graduate School of Education Researcher

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Committee career (4)：

2024/04 - 現在言語処理学会若手シンポジウム運営委員
2024/03 - 現在言語処理学会編集委員
2023/04 - 現在日本図書館情報学会研究委員
2017/07 - 2018/03 日本図書館情報学会学会ウェブサイトワーキンググループ

Awards (1)：

2020/10 - 日本図書館情報学会優秀発表奨励賞第68回研究大会

Association Membership(s) (3)：

THE ASSOCIATION FOR NATURAL LANGUAGE PROCESSING , JAPAN SOCIETY OF LIBRARY AND INFORMATION SCIENCE , The Japanese Society for Artificial Intelligence

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