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Collaborations and top research areas from the last five years
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A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models
Zhang, B., Wu, Q., Reps, J. M., Li, L., Tong, J., Lu, Y., Zhang, D., Ramirez-Anguita, J. M., Bian, J., Brand, M. T., Falconer, T., Mayer, M. A., Williams, R. D. & Chen, Y., Mar 2026, In: Journal of the American Medical Informatics Association. 33, 3, p. 700-709 10 p.Research output: Contribution to journal › Article › Academic › peer-review
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Implementation and Updating of Clinical Prediction Models: A Systematic Review
Saelmans, A., Seinen, T., Pera, V., Markus, A. F., Fridgeirsson, E., John, L. H., Schiphof-Godart, L., Rijnbeek, P., Reps, J. & Williams, R., Sept 2025, In: Mayo Clinic Proceedings: Digital Health. 3, 3, 100228.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile9 Citations (Scopus)18 Downloads (Pure) -
Longitudinal trajectories of polypharmacy in older people, and their association with the risk of mortality: A joint latent class model analysis of real-world data from the UK and the Netherlands
Elhussein, L., Williams, R. D., Man, W. Y., Burn, E., Delmestri, A., Strauss, V. Y. & Prieto-Alhambra, D., 1 Aug 2025, In: Age and Ageing. 54, 8, afaf233.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)28 Downloads (Pure) -
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm
Tong, J., Reps, J. M., Luo, C., Lu, Y., Li, L., Ramirez-Anguita, J. M., Brand, M. T., DuVall, S. L., Falconer, T., Fuentes, A. M., He, X., Matheny, M. E., Mayer, M. A., Patel, B. K., Simon, K. R., Suchard, M. A., Tang, G., Viernes, B., Williams, R. D. & van Zandt, M. & 5 others, , 19 Jul 2025, In: npj Digital Medicine. 8, 1, 457.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
Finding a constrained number of predictor phenotypes for multiple outcome prediction
Reps, J. M., Wong, J., Fridgeirsson, E. A., Kim, C., John, L. H., Williams, R. D., Fisher, R. R. & Ryan, P. B., 16 Jan 2025, In: BMJ Health and Care Informatics. 32, 1, e101227.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)23 Downloads (Pure)