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Iwona Hawryluk
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Genomics and epidemiology of the P. 1 SARS-CoV-2 lineage in Manaus, Brazil
NR Faria, TA Mellan, C Whittaker, IM Claro, DS Candido, S Mishra, ...
Science 372 (6544), 815-821, 2021
15052021
State-level tracking of COVID-19 in the United States
HJT Unwin, S Mishra, VC Bradley, A Gandy, TA Mellan, H Coupland, ...
Nature communications 11 (1), 6189, 2020
1712020
Report 21: Estimating COVID-19 cases and reproduction number in Brazil
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
1412020
The association between mechanical ventilator compatible bed occupancy and mortality risk in intensive care patients with COVID-19: a national retrospective cohort study
H Wilde, T Mellan, I Hawryluk, JM Dennis, S Denaxas, C Pagel, A Duncan, ...
BMC medicine 19, 1-12, 2021
462021
Report 20: Using mobility to estimate the transmission intensity of COVID-19 in Italy: A subnational analysis with future scenarios
MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, V Bradley, ...
MedRxiv, 2020.05. 05.20089359, 2020
432020
Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals
A Brizzi, C Whittaker, LMS Servo, I Hawryluk, CA Prete Jr, WM de Souza, ...
Nature medicine 28 (7), 1476-1485, 2022
372022
Inference of COVID-19 epidemiological distributions from Brazilian hospital data
I Hawryluk, TA Mellan, H Hoeltgebaum, S Mishra, RP Schnekenberg, ...
Journal of the Royal Society Interface 17 (172), 20200596, 2020
362020
A sub-national analysis of the rate of transmission of COVID-19 in Italy
MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, V Bradley, ...
202020
Subnational analysis of the COVID-19 epidemic in Brazil
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
MedRxiv, 2020.05. 09.20096701, 2020
192020
Gaussian process nowcasting: application to COVID-19 mortality reporting
I Hawryluk, H Hoeltgebaum, S Mishra, X Miscouridou, RP Schnekenberg, ...
Uncertainty in Artificial Intelligence, 1258-1268, 2021
112021
Report 46: Factors driving extensive spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals
A Brizzi, C Whittaker, LMS Servo, I Hawryluk, CA Prete Jr, WM de Souza, ...
Medrxiv, 2021
112021
Probabilistic modelling of exposure to pesticide residues in foods and tobacco
LM Gedge, I Hawryluk, MG Skelly, G Vilone
International Journal of Environment, Agriculture and Biotechnology 5 (2), 2020
32020
Genomics and epidemiology of a novel SARS-CoV-2 lineage in Manaus, Brazil (preprint)
N Faria, T Mellan, C Whittaker, I Claro, D da Candido, S Mishra, ...
22021
Peer-group Behaviour Analytics of Windows Authentications Events Using Hierarchical Bayesian Modelling
I Hawryluk, H Hoeltgebaum, C Sodja, T Lalicker, J Neil
arXiv preprint arXiv:2209.09769, 2022
12022
Referenced Thermodynamic Integration for Bayesian Model Selection: Application to COVID-19 Model Selection
I Hawryluk, S Mishra, S Flaxman, S Bhatt, TA Mellan
arXiv preprint arXiv:2009.03851, 2020
12020
Application of referenced thermodynamic integration to Bayesian model selection
I Hawryluk, S Mishra, S Flaxman, S Bhatt, TA Mellan
Plos one 18 (8), e0289889, 2023
2023
Subnational analysis of the initial phase of the COVID-19 epidemic in Brazil
TA Mellan, H Hoeltgebaum, S Mishra, C Whittaker, I Hawryluk, A Gandy, ...
2023 ICLR First Workshop on {\textquotedblleft} Machine Learning {\&} Global …, 2023
2023
Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting (preprint)
I Hawryluk, H Hoeltgebaum, S Mishra, X Miscouridou, RP Schnekenberg, ...
2021
The potential impact of including pre-school aged children in the praziquantel mass-drug administration programmes on the S.haematobium infections in Malawi: a …
I Hawryluk, T Mangal, A Nguluwe, C Kambalame, S Banda, M Magaleta, ...
medRxiv, 2020.12. 09.20246652, 2020
2020
Simulating normalising constants with referenced thermodynamic integration: application to COVID-19 model selection
I Hawryluk, S Mishra, S Flaxman, S Bhatt, TA Mellan
2020
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Articles 1–20