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Natural Language Processing, Medical Informatics, Library and Information Science, Social Computing
Japan

Biography

An associate professor at the University of Tsukuba, Japan.

Activities

Employment (8)

University of Tsukuba: Tsukuba, Ibaraki, JP

2024-10-01 to present | Associate Professor (Institute of Library, Information and Media Science)
Employment
Source: check_circle
University of Tsukuba

Nara Institute of Science and Technology(NAIST): Ikoma, Nara, JP

2020-11-01 to 2024-09-30 | Assistant Professor (Division of Information Science, Graduate School of Science and Technology)
Employment
Source: check_circle
Nara Institute of Science and Technology (NAIST)

Nara Institute of Science and Technology: Ikoma, Nara, JP

2020-05-01 to 2020-10-31 | Postdoctoral fellow (Social Computing Laboratory)
Employment
Source: Self-asserted source
Shuntaro Yada

Nara Institute of Science and Technology: Ikoma, Nara, JP

2019-09-01 to 2020-04-30 | Researcher (Social Computing Laboratory (SocioCom))
Employment
Source: Self-asserted source
Shuntaro Yada

University of Tokyo: Tokyo, JP

2019-04-01 to 2019-08-31 | Researcher (Library and Information Science Laboratory (LISLab))
Employment
Source: Self-asserted source
Shuntaro Yada

CSIRO Marsfield: Marsfield, NSW, AU

2019-05-20 to 2019-08-20 | Visiting Scientist (DATA61)
Employment
Source: Self-asserted source
Shuntaro Yada

CSIRO Marsfield: Marsfield, NSW, AU

2018-03-01 to 2018-05-31 | Visiting Scientist (Data61)
Employment
Source: Self-asserted source
Shuntaro Yada

KDDI Research: Fujimino, Saitama, JP

2016-10-01 to 2017-06-31 | Internship (Intelligence and Media Group)
Employment
Source: Self-asserted source
Shuntaro Yada

Education and qualifications (2)

The University of Tokyo: Bunkyo-ku, Tokyo, JP

2016-04-01 to 2020-04-15 | PhD (Graduate School of Education)
Education
Source: Self-asserted source
Shuntaro Yada

The University of Tokyo: Bunkyo-ku, Tokyo, JP

2014-04-01 to 2016-03-31 | Master of Education (Graduate School of Education)
Education
Source: Self-asserted source
Shuntaro Yada

Funding (3)

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

2023-06 to 2024-03 | Grant
Japan Science and Technology Agency (Tokyo, JP)
Part of GRANT_NUMBER:

JPMJCR22N1

Source: Self-asserted source
Shuntaro Yada

デジタル環境における偶然の情報遭遇を促すユーザインタフェースの設計と検証

2020-04 to present | Grant
Japan Society for the Promotion of Science (Tokyo, JP)
GRANT_NUMBER: 20K19932
Source: Self-asserted source
Shuntaro Yada

オンラインを介して 「前読書家」の読書を触発する方式・環境の開発

2016-04 to 2019-03 | Grant
Japan Society for the Promotion of Science (Tokyo, JP)
GRANT_NUMBER: 16K12542
Source: Self-asserted source
Shuntaro Yada

Works (50 of 63)

Items per page:
Page 1 of 2

Impact of Attached File Formats on the Performance of ChatGPT-4 on the Japanese National Nursing Examination: Evaluation Study

JMIR Nursing
2025-01-22 | Journal article
Contributors: Kazuya Taira; Takahiro Itaya; Shuntaro Yada; Kirara Hiyama; Ayame Hanada
Source: check_circle
Crossref

Evaluating and Enhancing Japanese Large Language Models for Genetic Counseling Support: Comparative Study of Domain Adaptation and the Development of an Expert-Evaluated Dataset

JMIR Medical Informatics
2025-01-16 | Journal article
Contributors: Takuya Fukushima; Masae Manabe; Shuntaro Yada; Shoko Wakamiya; Akiko Yoshida; Yusaku Urakawa; Akiko Maeda; Shigeyuki Kan; Masayo Takahashi; Eiji Aramaki
Source: check_circle
Crossref

Assessing domain adaptation in adverse drug event extraction on real-world breast cancer records

International Journal of Medical Informatics
2024-11 | Journal article
Contributors: Gabriel Herman Bernardim Andrade; Tomohiro Nishiyama; Takako Fujimaki; Shuntaro Yada; Shoko Wakamiya; Mari Takagi; Mizuki Kato; Isao Miyashiro; Eiji Aramaki
Source: check_circle
Crossref

Post-marketing surveillance of anticancer drugs using natural language processing of electronic medical records

npj Digital Medicine
2024-11-09 | Journal article
Contributors: Yoshimasa Kawazoe; Kiminori Shimamoto; Tomohisa Seki; Masami Tsuchiya; Emiko Shinohara; Shuntaro Yada; Shoko Wakamiya; Shungo Imai; Satoko Hori; Eiji Aramaki
Source: check_circle
Crossref

Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study

JMIR Medical Informatics
2024-09-24 | Journal article
Contributors: Tomohiro Nishiyama; Ayane Yamaguchi; Peitao Han; Lis Weiji Kanashiro Pereira; Yuka Otsuki; Gabriel Herman Bernardim Andrade; Noriko Kudo; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki et al.
Source: check_circle
Crossref

Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs

PLOS ONE
2024-09-11 | Journal article
Contributors: Shuntaro Yada; Joseph Pinto; Tomohiro Nishiyama; Shoko Wakamiya; Yoshimasa Kawazoe; Shungo Imai; Satoko Hori; Eiji Aramaki
Source: check_circle
Crossref

Exploring a method for extracting concerns of multiple breast cancer patients in the domain of patient narratives using BERT and its optimization by domain adaptation using masked language modeling

PLOS ONE
2024-09-06 | Journal article
Contributors: Satoshi Watabe; Asif Ekbal; Tomomi Watanabe; Shuntaro Yada; Eiji Aramaki; Hiroshi Yajima; Hayato Kizaki; Satoko Hori
Source: check_circle
Crossref

Improving Systematic Review Updates with Natural Language Processing: A Study on Screening Model Efficiency Through Component Classification and Selection (Preprint)

JMIR Medical Informatics
2024-08-13 | Journal article
Contributors: Tatsuki Hasegawa; Hayato Kizaki; Shungo Imai; Yuki Yanagisawa; Shuntaro Yada; Eiji Aramaki; Satoko Hori
Source: check_circle
Crossref

Improving Systematic Review Updates with Natural Language Processing: A Study on Screening Model Efficiency Through Element Classification and Selection (Preprint)

2024-08-13 | Preprint
Contributors: Tatsuki Hasegawa; Hayato Kizaki; Shungo Imai; Yuki Yanagisawa; Shuntaro Yada; Eiji Aramaki; Satoko Hori
Source: check_circle
Crossref

Evaluating and Enhancing Japanese Large Language Models for Genetic Counseling Support: Comparative Study of Domain Adaptation and the Development of an Expert-Evaluated Dataset (Preprint)

2024-08-06 | Preprint
Contributors: Takuya Fukushima; Masae Manabe; Shuntaro Yada; Shoko Wakamiya; Akiko Yoshida; Yusaku Urakawa; Akiko Maeda; Shigeyuki Kan; Masayo Takahashi; Eiji Aramaki
Source: check_circle
Crossref

Predictive Model for Extended-Spectrum β-Lactamase–Producing Bacterial Infections Using Natural Language Processing Technique and Open Data in Intensive Care Unit Environment: Retrospective Observational Study

JMIR Formative Research
2024-07-10 | Journal article
Contributors: Genta Ito; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study

JMIR Medical Informatics
2024-07-02 | Journal article
Contributors: Gabriel Herman Bernardim Andrade; Shuntaro Yada; Eiji Aramaki
Source: check_circle
Crossref

Differing Content and Language Based on Poster-Patient Relationships on the Chinese Social Media Platform Weibo: Text Classification, Sentiment Analysis, and Topic Modeling of Posts on Breast Cancer

JMIR Cancer
2024-05-09 | Journal article
Contributors: Zhouqing Zhang; Kongmeng Liew; Roeline Kuijer; Wan Jou She; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study (Preprint)

2024-04-19 | Preprint
Contributors: Gabriel Herman Bernardim Andrade; Shuntaro Yada; Eiji Aramaki
Source: check_circle
Crossref

Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models

Journal of Medical Internet Research
2024-04-16 | Journal article
Contributors: Satoshi Nishioka; Satoshi Watabe; Yuki Yanagisawa; Kyoko Sayama; Hayato Kizaki; Shungo Imai; Mitsuhiro Someya; Ryoo Taniguchi; Shuntaro Yada; Eiji Aramaki et al.
Source: check_circle
Crossref

Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study (Preprint)

2024-03-29 | Preprint
Contributors: Tomohiro Nishiyama; Ayane Yamaguchi; Peitao Han; Lis Weiji Kanashiro Pereira; Yuka Otsuki; Gabriel Herman Bernardim Andrade; Noriko Kudo; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki et al.
Source: check_circle
Crossref

Detection of Adverse Event Signals with Severity Grade Classification from Cancer Patient Narrative

2024-01-25 | Book chapter
Contributors: Satoshi Nishioka; Masaki Asano; Shuntaro Yada; Eiji Aramaki; Hiroshi Yajima; Hayato Kizaki; Satoko Hori
Source: check_circle
Crossref

Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models (Preprint)

2023-12-25 | Preprint
Contributors: Satoshi Nishioka; Satoshi Watabe; Yuki Yanagisawa; Kyoko Sayama; Hayato Kizaki; Shungo Imai; Mitsuhiro Someya; Ryoo Taniguchi; Shuntaro Yada; Eiji Aramaki et al.
Source: check_circle
Crossref

Predictive Model for Extended-Spectrum β-Lactamase–Producing Bacterial Infections Using Natural Language Processing Technique and Open Data in Intensive Care Unit Environment: Retrospective Observational Study (Preprint)

2023-11-08 | Preprint
Contributors: Genta Ito; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Differing Content and Language Based on Poster-Patient Relationships on the Chinese Social Media Platform Weibo: Text Classification, Sentiment Analysis, and Topic Modeling of Posts on Breast Cancer (Preprint)

2023-07-28 | Preprint
Contributors: Zhouqing Zhang; Kongmeng Liew; Roeline Kuijer; Wan Jou She; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach

Journal of Medical Internet Research
2023-05-03 | Journal article
Contributors: Tomohiro Nishiyama; Shuntaro Yada; Shoko Wakamiya; Satoko Hori; Eiji Aramaki
Source: check_circle
Crossref

Identifying A Target Scope of Complaints on Social Media

2022-12 | Conference paper
Contributors: Kazuhiro Ito; Taichi Murayama; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

NAISTSOCRR at the NTCIR-17 MedNLP-SC Radiology Report Subtask

Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies
2022-12 | Conference paper
Contributors: Fukushima, Takuya; Otsuki, Yuka; Yada, Shuntaro and Wakamiya, Shoko; Aramaki, Eiji
Source: Self-asserted source
Shuntaro Yada

NTCIR-17 MedNLP-SC Radiology Report Subtask overview: Dataset and solutions for automated lung cancer staging

Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies
2022-12 | Conference paper
Contributors: Nakamura, Yuta; Hanaoka, Shouhei; Yada, Shuntaro and Wakamiya, Shoko; Aramaki, Eiji
Source: Self-asserted source
Shuntaro Yada

NTCIR-17 MedNLP-SC social media adverse drug event detection: Subtask overview

Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies
2022-12 | Conference paper
Contributors: Wakamiya, Shoko; Pereira, Lis Kanashiro; Raithel, Lisa; Yeh, Hui-Syuan; Han, Peitao; Shimizu, Seiji; Nishiyama, Tomohiro; Andrade, Gabriel Herman Bernardim; Nishida, Noriki; Teranishi, Hiroki and Tokunaga, Narumi et al.
Source: Self-asserted source
Shuntaro Yada

Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach (Preprint)

2022-12-07 | Preprint
Contributors: Tomohiro Nishiyama; Shuntaro Yada; Shoko Wakamiya; Satoko Hori; Eiji Aramaki
Source: check_circle
Crossref

KEEPHA at n2c2 2022: Track 1

2022 n2c2 Shared Task and Workshop at AMIA Fall Symposium
2022-11 | Conference paper
Contributors: Raithel, Lisa; Mutinda, Faith W; Andrade, Gabriel H B and Yeh, Hui-Syuan; Nishiyama, Tomohiro and La\``i-King, Mathieu; Yada, Shuntaro; Roller, Roland; Grouin, Cyril; Savary, Agata; Névéol, Aurélie; Lavergne, Thomas et al.
Source: Self-asserted source
Shuntaro Yada

PICO Corpus: A Publicly Available Corpus to Support Automatic Data Extraction from Biomedical Literature

Proceedings of the first Workshop on Information Extraction from Scientific Publications
2022-11 | Conference paper
Contributors: Mutinda, Faith; Liew, Kongmeng; Yada, Shuntaro and Wakamiya, Shoko; Aramaki, Eiji; Ghosal, Tirthankar; Blanco-Cuaresma, Sergi; Accomazzi, Alberto; Patton, Robert M; Grezes, Felix; Allen, Thomas
Source: Self-asserted source
Shuntaro Yada

NAISTSOC at the NTCIR-16 Real-MedNLP Task

Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies
2022-06 | Conference paper
Contributors: Nishiyama, Tomohiro; Nishidani, Mihiro; Ando, Aki; Yada, Shuntaro; Wakamiya, Shoko; Aramaki, Eiji
Source: Self-asserted source
Shuntaro Yada

Extracting Multiple Worries From Breast Cancer Patient Blogs Using Multilabel Classification With the Natural Language Processing Model Bidirectional Encoder Representations From Transformers: Infodemiology Study of Blogs

JMIR Cancer
2022-06-03 | Journal article
Contributors: Tomomi Watanabe; Shuntaro Yada; Eiji Aramaki; Hiroshi Yajima; Hayato Kizaki; Satoko Hori
Source: check_circle
Crossref

Extracting Multiple Worries From Breast Cancer Patient Blogs Using Multilabel Classification With the Natural Language Processing Model Bidirectional Encoder Representations From Transformers: Infodemiology Study of Blogs (Preprint)

2022-03-11 | Preprint
Contributors: Tomomi Watanabe; Shuntaro Yada; Eiji Aramaki; Hiroshi Yajima; Hayato Kizaki; Satoko Hori
Source: check_circle
Crossref

BookReach-UI: A Book-Curation Interface for School Librarians to Support Inquiry Learning

2021 | Book chapter
Contributors: Shuntaro Yada; Takuma Asaishi; Rei Miyata
Source: check_circle
Crossref

Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach

JMIR Cancer
2021-10-28 | Journal article
Contributors: Masaru Kamba; Masae Manabe; Shoko Wakamiya; Shuntaro Yada; Eiji Aramaki; Satomi Odani; Isao Miyashiro
Source: check_circle
Crossref

Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses

JMIR Formative Research
2021-08-12 | Journal article
Contributors: Masae Manabe; Kongmeng Liew; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Measuring Public Concern About COVID-19 in Japanese Internet Users Through Search Queries: Infodemiological Study

JMIR Public Health and Surveillance
2021-07-20 | Journal article
Contributors: Zhiwei Gao; Sumio Fujita; Nobuyuki Shimizu; Kongmeng Liew; Taichi Murayama; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach (Preprint)

2021-07-14 | Other
Contributors: Masaru Kamba; Masae Manabe; Shoko Wakamiya; Shuntaro Yada; Eiji Aramaki; Satomi Odani; Isao Miyashiro
Source: check_circle
Crossref

Measuring Public Concern About COVID-19 in Japanese Internet Users Through Search Queries: Infodemiological Study (Preprint)

2021-04-23 | Other
Contributors: Zhiwei Gao; Sumio Fujita; Nobuyuki Shimizu; Kongmeng Liew; Taichi Murayama; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses (Preprint)

2021-04-13 | Other
Contributors: Masae Manabe; Kongmeng Liew; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref

A Preliminary Analysis of Offensive Language Transferability from Social Media to Video Live Streaming

人工知能学会全国大会論文集
2020 | Conference abstract
Contributors: Zhiwei GAO; Shuntaro YADA; Shoko WAKAMIYA; Eiji ARAMAKI
Source: Self-asserted source
Shuntaro Yada via JaLC

Offensive Language Detection on Video Live Streaming Chat

Proceedings of the 28th International Conference on Computational Linguistics
2020 | Other
Contributors: Zhiwei Gao; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: Self-asserted source
Shuntaro Yada via Crossref Metadata Search

Towards a Versatile Medical-Annotation Guideline Feasible Without Heavy Medical Knowledge: Starting From Critical Lung Diseases

Proceedings of The 12th Language Resources and Evaluation Conference
2020 | Conference paper
URI:

https://www.aclweb.org/anthology/2020.lrec-1.561

Source: Self-asserted source
Shuntaro Yada

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis

JMIR Medical Informatics
2020-11-27 | Journal article
Contributors: Shogo Ujiie; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information

Scientific Reports
2020-10 | Journal article
Part of ISSN: 2045-2322
Contributors: Shohei Hisada; Taichi Murayama; Kota Tsubouchi; Sumio Fujita; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki
Source: Self-asserted source
Shuntaro Yada via Crossref Metadata Search

Identification of tweets that mention books

International Journal on Digital Libraries
2020-09-05 | Journal article
Contributors: Shuntaro Yada; Kyo Kageura; Cecile Paris
Source: check_circle
Crossref

司書はどのように教材を選定しているか : 教材検索システムの開発に向けた予備調査

アカデミア. 人文・自然科学編 = Academia. Humanities and natural sciences
2020-06-30 | Journal article
Contributors: 卓真 浅石; 玲 宮田; 竣太郎 矢田
Source: Self-asserted source
Shuntaro Yada via JaLC

公共図書館の蔵書における中学理科の教材候補 : 教材の所蔵調査に向けた予備的分析

アカデミア. 人文・自然科学編 = Academia. Humanities and natural sciences
2020-01-31 | Journal article
Contributors: 卓真 浅石; 玲 宮田; 竣太郎 矢田
Source: Self-asserted source
Shuntaro Yada via JaLC

LisLb-Team at the NTCIR-14 QA Lab-PoliInfo Task

The 14th NTCIR Conference on Evaluation of Information Access Technologies
2019-06-10 | Conference paper
Source: Self-asserted source
Shuntaro Yada

図書を推薦するツイートの押し付けがましさに関する特徴の分析

言語処理学会第25回年次大会
2019-03-14 | Conference paper
Source: Self-asserted source
Shuntaro Yada

学校図書館の教員サポートにおける授業に関連した資料提供の事例分析

日本図書館情報学会誌
2018 | Journal article
Source: Self-asserted source
Shuntaro Yada
grade
Preferred source (of 2)‎

論文において外部の資料を引用・参照している文の特徴

言語処理学会第24回年次大会 発表論文集
2018 | Conference paper
Source: Self-asserted source
Shuntaro Yada
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Peer review (5 reviews for 4 publications/grants)

Review activity for International journal on digital libraries. (1)
Review activity for New generation computing. (1)
Review activity for NIHR open research. (1)
Review activity for npj digital medicine. (2)