Harmonizing self-reported and free text medication data: A reproducible pipeline for gerontological research

Authors

• Ramkrishna K Singh, Washington University School of Medicine in St. Louis
• Chen Chen, Washington University School of Medicine in St. Louis
• Semere Bekena, Washington University School of Medicine in St. Louis
• David C Brown, Washington University School of Medicine in St. Louis
• Kaylin Taylor, Washington University School of Medicine in St. Louis
• Matthew Blake, Washington University School of Medicine in St. Louis
• Yiqi Zhu, Washington University School of Medicine in St. Louis
• Kebede Beyene, Evernorth Health Services
• David B Carr, Washington University School of Medicine in St. Louis
• Ganesh M Babulal, Washington University School of Medicine in St. Louis

Journal

BMC medical informatics and decision making

Publication Date

12-31-2025

Volume

26

Issue

1

First Page

35

Document Type

Open Access Publication

DOI

10.1186/s12911-025-03332-w

Rights and Permissions

Singh, R.K., Chen, C., Bekena, S. et al. Harmonizing self-reported and free text medication data: a reproducible pipeline for gerontological research. BMC Med Inform Decis Mak 26, 35 (2026). https://doi.org/10.1186/s12911-025-03332-w This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/

Recommended Citation

Singh, Ramkrishna K; Chen, Chen; Bekena, Semere; Brown, David C; Taylor, Kaylin; Blake, Matthew; Zhu, Yiqi; Beyene, Kebede; Carr, David B; and Babulal, Ganesh M, "Harmonizing self-reported and free text medication data: A reproducible pipeline for gerontological research." BMC medical informatics and decision making. 26, 1. 35 (2025).
https://digitalcommons.wustl.edu/oa_4/6807

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.