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A. Gabrio

Research profile

My research area involves different topics: from systematic literature reviews, case study applications, survival analysis, meta-analytic methods, multilevel models and trial-based clinical and economic analyses. Within the health economic framework, my research interest extends to the analysis of longitudinal data using different types of statistical methods to deal with missingness in a principled way. 

Research projects
  • Nonignorable Missingness Models in HTA
  • Short course on missing data in HTA (GitHub rep)
  • Bayesian Methods for Health Technology Assessment
  • Bayesian Modelling for Health Economic Evaluations
  • Missingness Methods in trial-based CEA
  • R package: MissingHE (CRAN rep)
  • Bayesian Hierarchical Models for the Prediction of Volleyball Results

See an overview of my current and past research projects here

Key publications
Gabrio, A., Daniels, M., & Baio, G. (2020). A Bayesian parametric approach to handle missing longitudinal outcome data in trial based health economic evaluations. Journal of the Royal Statistical Society Series A-Statistics in Society, 183(2), 607-629. https://doi.org/10.1111/rssa.12522
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Recent publications
  • Schouteden, E., Heuts, S., Bels, J. L., Thiesen, S., van Gassel, R. J., Lee, Z.-Y., Stoppe, C., Beishuizen, A., De Bie Dekker, A., Fraipont, V., Lamote, S., Ledoux, D., Scheeren, C., De Waele, E., van Zanten, A., van Kuijk, S. M., van de Poll, M. C., Mesotten, D., Gabrio, A., & PRECISe study team (2025). The impact of high versus standard enteral protein provision on functional recovery following intensive care admission: A pre-planned Bayesian analysis of the PRECISe trial. Clinical Nutrition, 48, 153-160. https://doi.org/10.1016/j.clnu.2025.03.022
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  • Heuts, S., Lee, Z. Y., Lew, C. C. H., Bels, J. L. M., Gabrio, A., Kawczynski, M. J., Heyland, D. K., Summers, M. J., Deane, A. M., Mesotten, D., Chapple, L. A. S., Stoppe, C., & van de Poll, M. C. G. (2025). Higher Versus Lower Protein Delivery in Critically Ill Patients: A Systematic Review and Bayesian Meta-Analysis. Critical Care Medicine, 53(3), e645-e655. https://doi.org/10.1097/CCM.0000000000006562
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  • Pinckaers, F. M. E., Grutters, J. P. C., Huijberts, I., Gabrio, A., Boogaarts, H. D., Postma, A. A., van Oostenbrugge, R. J., van Zwam, W. H., & Evers, S. M. A. A. (2025). Author's Response to Letter to the Editor Titled "Potential Biases in Post-stroke Health Utility Estimates by Modified Rankin Scale Scores". Value in Health, 28(2), 320-321. https://doi.org/10.1016/j.jval.2024.10.3854
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  • Heuts, S., Kawczynski, M. J., Sayed, A., Urbut, S. M., Albuquerque, A. M., Mandrola, J. M., Kaul, S., Harrell, F. E., Gabrio, A., & Brophy, J. M. (2025). Bayesian Analytical Methods in Cardiovascular Clinical Trials: Why, When, and How. Canadian Journal of Cardiology, 41(1), 30-44. https://doi.org/10.1016/j.cjca.2024.11.002
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  • Brouwers, M., de Boer, B., Groen, W. G., Gabrio, A., Verbeek, H., & RELOCARE Consortium (2024). Depressive Signs and Daily Life of Residents When Relocating From a Regular to an Innovative Nursing Home. Journal of the American Medical Directors Association, 25(12), Article 105298. https://doi.org/10.1016/j.jamda.2024.105298
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  • Kawczynski, M. J., Gabrio, A., Maessen, J. G., van 't Hof, A. W. J., Brophy, J. M., Gollmann-Tepeköylü, C., Sardari Nia, P., Vriesendorp, P. A., & Heuts, S. (2024). Percutaneous coronary intervention with drug-eluting stents versus coronary bypass surgery for coronary artery disease: a Bayesian perspective. Journal of Thoracic and Cardiovascular Surgery. Advance online publication. https://doi.org/10.1016/j.jtcvs.2024.08.017
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  • van de Sande, M., Gerards, S., L'Hoir, M., Gabrio, A., Reijs, R., Tissen, I., van Dam, S., Alberts, F., & Meertens, R. (2024). Promoting healthy sleep in 0-2-year-old infants: a study protocol for the development and mixed method evaluation of a sleep health program tailored to Dutch youth healthcare regions. BMC Public Health, 24(1), Article 1913. https://doi.org/10.1186/s12889-024-19258-3
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  • Heuts, S., Ubben, J. F. H., Kawczynski, M. J., Gabrio, A., Suverein, M. M., Delnoij, T. S. R., Kavalkova, P., Rob, D., Komárek, A., van der Horst, I. C. C., Maessen, J. G., Yannopoulos, D., Belohlávek, J., Lorusso, R., & van de Poll, M. C. G. (2024). Extracorporeal cardiopulmonary resuscitation versus standard treatment for refractory out-of-hospital cardiac arrest: a Bayesian meta-analysis. Critical Care, 28(1), Article 217. https://doi.org/10.1186/s13054-024-05008-9
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  • Wiethoff, I., Sikking, M., Evers, S., Gabrio, A., Henkens, M., Michels, M., Verdonschot, J., Heymans, S., & Hiligsmann, M. (2024). Quality of life and societal costs in patients with dilated cardiomyopathy. European heart journal - Quality of care & clinical outcomes, 10(4), 334-344. Article qcad056. https://doi.org/10.1093/ehjqcco/qcad056
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  • Heuts, S., Gabrio, A., Veenstra, L., Maesen, B., Kats, S., Maessen, J. G., Walton, A. S., Nanayakkara, S., Lansky, A. J., van 't Hof, A. W. J., & Vriesendorp, P. A. (2024). Stroke reduction by cerebral embolic protection devices in transcatheter aortic valve implantation: a systematic review and Bayesian meta-analysis. Heart, 110(11), 757-765. https://doi.org/10.1136/heartjnl-2023-323359
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Other publications

https://scholar.google.co.uk/citations?user=2fPE3iAAAAAJ&hl

Notes

Check out my GitHub page and my personal website for more info on what I do and how to get in contact with me about some research projects