Mallya, P., Henao, R., Hong, C., Wojdyla, D., Schibler, T., Manchanda, V., … Zhao, J. (2025). Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint). JMIR Publications Inc. https://doi.org/10.2196/preprints.75608

Mallya, Pratheek, Ricardo Henao, Chuan Hong, Daniel Wojdyla, Tony Schibler, Vihaan Manchanda, Michael Pencina, Jennifer Hall, and Juan Zhao. “Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint).” JMIR Publications Inc., April 7, 2025. https://doi.org/10.2196/preprints.75608.

Mallya P, Henao R, Hong C, Wojdyla D, Schibler T, Manchanda V, et al. Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint). JMIR Publications Inc. 2025.

Mallya, Pratheek, et al. “Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint).” JMIR Publications Inc., 7 Apr. 2025. Crossref, doi:10.2196/preprints.75608.

Mallya P, Henao R, Hong C, Wojdyla D, Schibler T, Manchanda V, Pencina M, Hall J, Zhao J. Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint). JMIR Publications Inc. 2025.