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Frank Lehouillier

    20212026

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    • 4 Conference contribution
    • 3 Article
    • 1 Conference article

    • Automatic Placement Within a Hierarchical Clinical Decision Support Terminology

      Resendez, S., LeHouillier, F., Mehta, G., Montella, D., Nebeker, J., Holdaway, A., Brown, S. H. & Elkin, P. L., May 21 2026, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026. Hagglund, M., Lindskold, L., Lhotska, L., Marceglia, S., Parimbelli, E., Sacchi, L., Soda, P., Stoicu-Tivadar, L., Veltri, P., Vizza, P., Giacomini, M., Delgado, J., Arvanitis, T. N., Andrikopoulou, E., Benis, A., Balestra, G., Bellazzi, R., Gallos, P. G., Gatta, R., Giacobbe, D. R. & Giordano, N. (eds.). IOS Press BV, p. 488-489 2 p. (Studies in Health Technology and Informatics; vol. 336).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access

    • Retrieval Augmented Generation: What Works and Lessons Learned

      Elkin, P. L., Mehta, G., Lehouillier, F., Koppel, R., Elkin, A. N., Nebeker, J. & Brown, S. H., May 12 2025, Context Sensitive Health Informatics: AI for Social Good - Proceedings of CSHI 2025. Ismaila, H., Dusseljee-Peute, L., Marcilly, R., Elkin, P. L., Kuziemsky, C. E., Nohr, C., Van Dort, B. A. & Randell, R. (eds.). IOS Press BV, p. 2-6 5 p. (Studies in Health Technology and Informatics; vol. 326).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      3 Scopus citations

    • Semantic Clinical Artificial Intelligence vs Native Large Language Model Performance on the USMLE

      Elkin, P. L., Mehta, G., LeHouillier, F., Resnick, M., Mullin, S., Tomlin, C., Resendez, S., Liu, J., Nebeker, J. R. & Brown, S. H., Apr 2025, In: JAMA Network Open. 8, 4, e256359.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      13 Scopus citations

    • Semantic Relations: Extending SNOMED CT and Solor

      Resnick, M. P., Hitt, J., McCray, W., Hall, K., Lehouillier, F., Brown, S. H., Campbell, K. E., Montella, D., Nebeker, J. & Elkin, P. L., Aug 1 2025, In: Applied Clinical Informatics. 16, 4, p. 1263-1270 8 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • The Sociodemographic Biases in Machine Learning Algorithms: A Biomedical Informatics Perspective

      Franklin, G., Stephens, R., Piracha, M., Tiosano, S., Lehouillier, F., Koppel, R. & Elkin, P. L., Jun 2024, In: Life. 14, 6, 652.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      67 Scopus citations
    View all 8 Research outputs