Identifying Adverse Events in Outpatients With Prostate Cancer Using Pharmaceutical Care Records in Community Pharmacies: Application of Named Entity Recognition
The NER system successfully extracted AEs from pharmaceutical care records of patients prescribed ARATs, demonstrating its potential to systematically track the presence and absence of AEs in outpatients. Based on the analysis of a large volume of pharmaceutical medical records using the NER system, community pharmacists not only detect potential AEs but also actively monitor the absence of severe AEs, offering valuable insights for the continuous improvement of patient safety management.
Authors
- Shungo Imai (ORCID: https://orcid.org/0000-0001-5706-613X)
- Shuntaro Yada (ORCID: https://orcid.org/0000-0002-6209-1054)
- Satoshi Watabe (ORCID: https://orcid.org/0009-0000-1638-0579)
- Masami Tsuchiya (ORCID: https://orcid.org/0000-0003-3846-0435)
- Eiji Aramaki (ORCID: https://orcid.org/0000-0003-0201-3609)
- Kyoko Sayama (ORCID: https://orcid.org/0009-0002-0394-3269)
- Mitsuhiro Someya (ORCID: https://orcid.org/0009-0005-1090-6871)
- Hayato Kizaki (ORCID: https://orcid.org/0000-0002-4572-1333)
- Ryoo Taniguchi (ORCID: https://orcid.org/0009-0001-2292-666X)
- Yuki Yanagisawa (ORCID: https://orcid.org/0000-0001-6998-6654)
- Satoko Hori (ORCID: https://orcid.org/0000-0002-4596-5418)
- Sakura Yokoyama
Institutions
- University of Tsukuba (JP)
- Keio University (JP)
- Nara Institute of Science and Technology (JP)
Publication Details
- Journal
- JMIR Cancer
- Published
- 2025-03-11
- DOI
- https://doi.org/10.2196/69663
- Citations
- 3
- Primary Topic
- Pharmacovigilance and Adverse Drug Reactions
- Type
- article
- Field-Weighted Citation Impact
- 3.92