Emiko Shinohara

According to our database, Emiko Shinohara authored at least 18 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quantifying ethical response in LLMs for medicine: corpus development, item response theory-based validation, and bias analysis toward patient attributes.

Memi Ebara, Yoshimasa Kawazoe, Tomohisa Seki, Emiko Shinohara, Eisuke Nakazawa, Kazuhiko Ohe

AI Ethics, June, 2026

Efficient medical NER with limited data: Enhancing LLM performance through annotation guidelines.

Emiko Y. Shinohara, Yoshimasa Kawazoe

Int. J. Medical Informatics, 2026

2025

Natural Language Processing-Based Approach to Detect Common Adverse Events of Anticancer Agents from Unstructured Clinical Notes: A Time-to-Event Analysis.

Masami Tsuchiya, Kiminori Shimamoto, Yoshimasa Kawazoe, Emiko Shinohara, Shuntaro Yada, Shoko Wakamiya, Shungo Imai, Hayato Kizaki, Satoko Hori, Eiji Aramaki

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Corpus-Based Evaluation of Decision-Making in Medical Ethics by Large Language Models.

Memi Ebara, Yoshimasa Kawazoe, Tomohisa Seki, Emiko Y. Shinohara, Eisuke Nakazawa, Kazuhiko Ohe

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

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

Yoshimasa Kawazoe, Kiminori Shimamoto, Tomohisa Seki, Masami Tsuchiya, Emiko Y. Shinohara, Shuntaro Yada, Shoko Wakamiya, Shungo Imai, Satoko Hori, Eiji Aramaki

npj Digit. Medicine, 2024

2023

Towards Structuring Clinical Texts: Joint Entity and Relation Extraction from Japanese Case Report Corpus.

Daisaku Shibata, Emiko Y. Shinohara, Kiminori Shimamoto, Yoshimasa Kawazoe

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

Development of comprehensive annotation criteria for patients' states from clinical texts.

Emiko Yamada Shinohara, Daisaku Shibata, Yoshimasa Kawazoe

J. Biomed. Informatics, 2022

2021

EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders - chronic kidney disease example.

Xiaojun Ma, Takeshi Imai, Emiko Y. Shinohara, Satoshi Kasai, Kosuke Kato, Rina Kagawa, Kazuhiko Ohe

J. Biomed. Informatics, 2021

2019

Bias of Inaccurate Disease Mentions in Electronic Health Record-based Phenotyping.

Rina Kagawa, Emiko Yamada Shinohara, Takeshi Imai, Yoshimasa Kawazoe, Kazuhiko Ohe

Int. J. Medical Informatics, 2019

2018

Can Staff Distinguish Falls: Experimental Hypothesis Verification Using Japanese Incident Reports and Natural Language Processing.

Shinichiroh Yokota, Emiko Y. Shinohara, Kazuhiko Ohe

Proceedings of the Nursing Informatics 2018, 2018

2017

A Semi-Automatic Framework to Identify Abnormal States in EHR Narratives.

Xiaojun Ma, Takeshi Imai, Emiko Y. Shinohara, Ryota Sakurai, Kouji Kozaki, Kazuhiko Ohe

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

The Impact of "Possible Patients" on Phenotyping Algorithms: Electronic Phenotype Algorithms Can Only Be Reproduced by Sharing Detailed Annotation Criteria.

Rina Kagawa, Yoshimasa Kawazoe, Emiko Y. Shinohara, Takeshi Imai, Kazuhiko Ohe

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

An Ontological Framework for Representing Topological Information in Human Anatomy.

Takeshi Imai, Emiko Yamada Shinohara, Masayuki Kajino, Ryota Sakurai, Kazuhiko Ohe, Kouji Kozaki, Riichiro Mizoguchi

Proceedings of the Joint International Conference on Biological Ontology and BioCreative, 2016

2013

UT-FX at NTCIR-10 MedNLP: Incorporating Medical Knowledge to Enhance Medical Information Extraction.

Yasuhide Miura, Tomoko Ohkuma, Hiroshi Masuichi, Emiko Yamada Shinohara, Eiji Aramaki, Kazuhiko Ohe

Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

An Analysis of the Openehr Archetype Semantics Based on a Typed Lambda Theory.

Akimichi Tatsukawa, Emiko Y. Shinohara, Yoshimasa Kawazoe, Takeshi Imai, Kazuhiko Ohe

Proceedings of the MEDINFO 2013, 2013

A Qualitative Model for Physiology: Apart from Function and Abnormality.

Emiko Y. Shinohara, Akimichi Tatsukawa, Yoshimasa Kawazoe, Takeshi Imai, Kazuhiko Ohe

Proceedings of the MEDINFO 2013, 2013

Incorporating Knowledge Resources to Enhance Medical Information Extraction.

Yasuhide Miura, Tomoko Ohkuma, Hiroshi Masuichi, Emiko Yamada Shinohara, Eiji Aramaki, Kazuhiko Ohe

Proceedings of the First Workshop on Natural Language Processing for Medical and Healthcare Fields@IJCNLP 2013, 2013

2010

Internal Structure of a Disease Name and its Application for ICD Coding.

Emiko Yamada Shinohara, Eiji Aramaki, Takeshi Imai, Kazuhiko Ohe

Proceedings of the MEDINFO 2010, 2010