Publications

You can find my publications on my Google Scholar profile.

First-author Publications:

I. Hawryluk et al. Inference of COVID-19 epidemiological distributions from Brazilian hospital data. Journal of The Royal Society Interface, 17(172):20200596, 2020. URL
I. Hawryluk et al. Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting. UAI 2021. PLMR, 2021. URL
I. Hawryluk et al. Application of referenced thermodynamic integration to Bayesian model selection. PLOS ONE, 18(8):1–16, 08 2023. URL
I. Hawryluk et al. Peer-group Behaviour Analytics of Windows Authentications Events Using Hierarchical Bayesian Modelling. arXiv preprint, 2022. URL
A. Brizzi, C. Whittaker, L. M. Servo, I. Hawryluk, et al. Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals. Nature Medicine, 28, 2022. URL

H. Wilde, T.A. Mellan, I. Hawryluk, et al. The association between mechanical ventilator compatible bed occupancy and mortality risk in intensive care patients with COVID-19: a national retrospective cohort study. BMC Medicine, 2021. URL
N. R. Faria et al. Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil. Science, 372, 815-821, 2021. URL
H.J.T. Unwin, S. Mishra, V.C. Bradley, et al. State-level tracking of COVID-19 in the United States. Nature Communications, 11, 6189, 2020. URL
T.A. Mellan, H.H. Hoeltgebaum, S. Mishra et al. Estimating COVID-19 cases and reproduction number in Brazil. Imperial College London, 2020. URL
T.B. Hallett et al. Estimates of resource use in the public-sector health-care system and the effect of strengthening health-care services in Malawi during 2015–19: a modelling study (Thanzi La Onse). The Lancet Global Health, 2024. URL