Tomohiro Nishiyama

8PUBLICATIONS
27CO-AUTHORS
Deep learningNatural language processingComparative language studiesEarly English languagesTraditional Chinese medicine and treatments
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Publications (8)

|Jul 24, 2026
Persona-Driven Data Augmentation for Disease Name Recognition Across Rare and General Disease Corpora: Comparative Evaluation Study.

|May 15, 2026
A Multiassessment and Multiprofessional Agents Approach for Medical Chatbot Risk Estimation: Development and Evaluation Study.

|Mar 27, 2026
Comparative Analysis of Japanese Clinical Note Styles Between Physicians and Large Language Models Using Identical Psychiatric Cases: Quantitative Text Analysis.

Wataru Arihisa, Tomohiro Nishiyama, Shoko Wakamiya

|Jul 08, 2025
Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japanese.

Seiji Shimizu, Tomohiro Nishiyama, Hiroyuki Nagai

|Mar 07, 2025
Performance Improvement of a Natural Language Processing Tool for Extracting Patient Narratives Related to Medical States From Japanese Pharmaceutical Care Records by Increasing the Amount of Training Data: Natural Language Processing Analysis and Validation Study.

Yukiko Ohno, Tohru Aomori, Tomohiro Nishiyama

|Sep 24, 2024
Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study.

Tomohiro Nishiyama, Ayane Yamaguchi, Peitao Han

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Frequent Collaborators

8 joint publications

Eiji Aramaki

6 joint publications

Shoko Wakamiya

2 joint publications

Shuntaro Yada

2 joint publications

Yukiko Ohno