MsIwonaHawryluk

Faculty of Medicine, School of Public Health

Research Postgraduate

Contact

Location

Medical SchoolSt Mary's Campus

Summary

I'm a second year PhD student, working with Prof Samir Bhatt, Dr Elizaveta Semenova, Dr Xenia Miscouridou and Dr Thomas Mellan. My main interests are applications of Bayesian Statistics and Machine Learning in Epidemiology.

During years 2020-21 I was involved in the COVID-19 response research. I have an MSc in Applied Mathematics and an MRes in Infectious Disease Epidemiology. Before joining the PhD programme, I spent 2 years working as a Data Scientist. In years 2021-22 I was a co-organiser in the Earth Observation Network.

I'm part of the Machine Learning and Global Health Network.

Selected Publications

Journal Articles

Hawryluk I, Mishra S, Flaxman S, et al.Hawryluk I, Mishra S, Flaxman S, Bhatt S, Mellan T close, 2023, Application of referenced thermodynamic integration to Bayesian model selection, PLOS One, Vol:18, ISSN:1932-6203, Pages:1-16

Brizzi A, Whittaker C, Servo LMS, et al.Brizzi A, Whittaker C, Servo LMS, Hawryluk I, Prete Jr CA, de Souza WM, Aguiar RS, Araujo LJT, Bastos LS, Blenkinsop A, Buss LF, Candido D, Castro M, Costa S, Croda J, de Souza Santos AA, Dye C, Flaxman S, Fonseca PLC, Geddes VEV, Gutierrez B, Lemey P, Levin AS, Mellan T, Bonfim D, Miscoridou X, Mishra S, Monod M, Moreira FRR, Ranzani O, Schnekenberg R, Semenova E, Sonnabend R, Souza RP, Xi X, Sabino E, Faria NR, Bhatt S, Ratmann O close, 2022, Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals, Nature Medicine, Vol:28, ISSN:1078-8956

Wilde H, Mellan T, Hawryluk I, et al.Wilde H, Mellan T, Hawryluk I, Dennis JM, Denaxas S, Pagel C, Duncan A, Bhatt S, Flaxman S, Mateen BA, Vollmer SJ close, 2021, 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, Vol:19, ISSN:1741-7015, Pages:1-12

Faria NR, Mellan TA, Whittaker C, et al.Faria NR, Mellan TA, Whittaker C, Claro IM, Candido DDS, Mishra S, Crispim MAE, Sales FC, Hawryluk I, McCrone JT, Hulswit RJG, Franco LAM, Ramundo MS, de Jesus JG, Andrade PS, Coletti TM, Ferreira GM, Silva CAM, Manuli ER, Pereira RHM, Peixoto PS, Kraemer MU, Gaburo N, Camilo CDC, Hoeltgebaum H, Souza WM, Rocha EC, de Souza LM, de Pinho MC, Araujo LJT, Malta FS, de Lima AB, Silva JDP, Zauli DAG, Ferreira ACDS, Schnekenberg RP, Laydon DJ, Walker PGT, Schlueter HM, dos Santos ALP, Vidal MS, Del Caro VS, Filho RMF, dos Santos HM, Aguiar RS, Proenca-Modena JLP, Nelson B, Hay JA, Monod M, Miscouridou X, Coupland H, Sonabend R, Vollmer M, Gandy A, Prete CA, Nascimento VH, Suchard MA, Bowden TA, Pond SLK, Wu C-H, Ratmann O, Ferguson NM, Dye C, Loman NJ, Lemey P, Rambaut A, Fraiji NA, Carvalho MDPSS, Pybus OG, Flaxman S, Bhatt S, Sabino EC close, 2021, Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil, Science, Vol:372, ISSN:0036-8075, Pages:815-821

Hawryluk I, Mellan TA, Hoeltgebaum H, et al.Hawryluk I, Mellan TA, Hoeltgebaum H, Mishra S, Schnekenberg RP, Whittaker C, Zhu H, Gandy A, Donnelly CA, Flaxman S, Bhatt S close, 2020, Inference of COVID-19 epidemiological distributions from Brazilian hospital data, Journal of the Royal Society Interface, Vol:17, ISSN:1742-5662, Pages:20200596-20200596

Conference

Hawryluk I, Hoeltgebaum H, Mishra S, et al.Hawryluk I, Hoeltgebaum H, Mishra S, Miscouridou X, Schnekenberg RP, Whittaker C, Vollmer M, Flaxman S, Bhatt S, Mellan TA close, 2021, Gaussian process nowcasting: application to COVID-19 mortality reporting, 37th Conference on Uncertainty in Artificial Intelligence, UAI 2021, PMLR, Pages:1258-1268

More Publications