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Formative Evaluation of Digital Health Interventions (3426) Applications of AI (333) Natural Language Processing (947) Methods and Instruments in Medical Informatics (212) Clinical Informatics (1431) Standards and Interoperability (156)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82685, first published .
Ontology-Based Medication Named Entity Recognition Using Pretrained Transformer Models From a Thai Hospital: Model Fine-Tuning and Validation Study

Ontology-Based Medication Named Entity Recognition Using Pretrained Transformer Models From a Thai Hospital: Model Fine-Tuning and Validation Study

Ontology-Based Medication Named Entity Recognition Using Pretrained Transformer Models From a Thai Hospital: Model Fine-Tuning and Validation Study

Authors of this article:

Natthanaphop Isaradech1, 2 Author Orcid Image ;   Wachiranun Sirikul2, 3, 4 Author Orcid Image ;   Stefan Schulz5 Author Orcid Image ;   Markus Kreuzthaler5 Author Orcid Image
Article Authors Cited by Tweetations (3) Metrics

Natthanaphop Isaradech   1, 2 , MD ;   Wachiranun Sirikul   2, 3, 4 , MSc, MD ;   Stefan Schulz   5 , MD ;   Markus Kreuzthaler   5 , PhD

1 Environmental and Occupational Medicine Excellence Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand

2 Department of Community Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand

3 Department of Biomedical Informatics and Clinical Epidemiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand

4 Center of Data Analytics and Knowledge Synthesis for Health Care, Chiang Mai University, Chiang Mai, Thailand

5 Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria

Corresponding Author:

  • Wachiranun Sirikul, MSc, MD
  • Department of Community Medicine, Faculty of Medicine
  • Chiang Mai University
  • Inthawarorot Road, Si Phum, Mueang
  • Chiang Mai 50200
  • Thailand
  • Phone: 66 53935472
  • Email: wachiranun.sir@cmu.ac.th