Ruarai J Tobin on Muck Rack

Ruarai J Tobin

As seen in: Nature, PLOS, medRxiv
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Articles

Ensemble forecasts of COVID-19 activity to support Australia’s pandemic response: 2020-22

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By Robert Moss, Ruarai J Tobin, Mitchell O’Hara-Wild
| PLOS
Loading metrics Open Access Peer-reviewed Research Article ? This is an uncorrected proof. Citation: Moss R, Tobin RJ, O’Hara-Wild M, Adekunle AI, Liu D, South T, et al. (2026) Ensemble forecasts of COVID-19 activity to support Australia’s pandemic response: 2020–22. PLoS Comput Biol 22(4): e1014199.
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A modular approach to forecasting COVID-19 hospital bed occupancy - Communications Medicine Original

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By Ruarai J Tobin, Robert Moss, David Price
| Nature Verified
Abstract Monitoring the number of COVID-19 patients in hospital beds was a critical component of Australia’s real-time surveillance strategy for the disease. From 2021 to 2023, we produced short-term forecasts of bed occupancy to support public health decision-making. We present a model for forecasting the number of ward and intensive care unit (ICU) beds occupied by COVID-19 cases.
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A modular approach to forecasting COVID-19 hospital bed occupancy

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By Camelia R. Walker, Robert Moss, Ruarai J Tobin
| medRxiv
The authors have declared no competing interest. Our forecasts used surveillance data reported through the Communicable Diseases Network Australia by the interim Australian CDC (previously the Office of Health Protection), Department of Health and Aged Care on behalf of the Communicable Diseases Network Australia (CDNA) as part of the nationally coordinated response to COVID-19. We additionally used surveillance data provided by the New South Wales Department of Health.
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