Shuntaro Yada

ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Venues

Journal of medical Internet research

JMIR cancer

JMIR medical informatics

JMIR formative research

Nara Institute of Science and Technology

The University of Tokyo (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Nara Institute of Science and Technology May 01 2020

Japan

Postdoctoral fellow :: Social Computing Laboratory

Nara Institute of Science and Technology Sep 01 2019 - Apr 30 2020

Japan

Researcher :: Social Computing Laboratory (SocioCom)

University of Tokyo Apr 01 2019 - Aug 31 2019

Japan

Researcher :: Library and Information Science Laboratory (LISLab)

CSIRO Marsfield May 20 2019 - Aug 20 2019

Australia

Visiting Scientist :: DATA61

CSIRO Marsfield Mar 01 2018 - May 31 2018

Australia

Visiting Scientist :: Data61

KDDI Research Oct 01 2016 - Jul 01 2017

Japan

Internship :: Intelligence and Media Group

Education History

The University of Tokyo Apr 01 2016 - Apr 15 2020

Japan

PHD :: Graduate School of Education

The University of Tokyo Apr 01 2014 - Mar 31 2016

Japan

MSC :: Graduate School of Education

Publications

Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
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 10 (2024)
Satoshi Watabe, Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori
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 19 (9) (2024)
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori
Adverse Event Signal Detection Using Patients' Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of medical Internet research 26 (2024)
Genta Ito, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
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 8 (2024)
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori
Adverse Event Signal Detection Using Patients' Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of medical Internet research 26 (2024)
Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki
Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study. JMIR medical informatics 12 (2024)
Genta Ito, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
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 8 (2024)
Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
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 10 (2024)
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori
Adverse Event Signal Detection Using Patients' Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of medical Internet research 26 (2024)
Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
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 10 (2024)
Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki
Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study. JMIR medical informatics 12 (2024)
Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori
Adverse Event Signal Detection Using Patients' Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models. Journal of medical Internet research 26 (2024)
Shuntaro Yada, Tomohiro Nishiyama, Shoko Wakamiya, Yoshimasa Kawazoe, Shungo Imai, Satoko Hori, Eiji Aramaki
Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs. PloS one 19 (9) (2024)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki
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 25 (2023)
Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori
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 8 (2) (2022)
Zhiwei Gao, Sumio Fujita, Nobuyuki Shimizu, Kongmeng Liew, Taichi Murayama, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
Measuring Public Concern About COVID-19 in Japanese Internet Users Through Search Queries: Infodemiological Study. JMIR public health and surveillance 7 (7) (2021)
Masae Manabe, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses. JMIR formative research 5 (8) (2021)
Masaru Kamba, Masae Manabe, Shoko Wakamiya, Shuntaro Yada, Eiji Aramaki, Israel Terungwa Agaku, Isao Miyashiro
Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach. JMIR cancer 7 (4) (2021)
Shogo Ujiie, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
Identification of Adverse Drug Event-Related Japanese Articles: Natural Language Processing Analysis. JMIR medical informatics 8 (11) (2020)

Shuntaro Yada.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shuntaro Yada