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Helen Mayfield
Helen Mayfield
University of QLD
Verified email at warpmail.net
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Impact of 2019–2020 mega-fires on Australian fauna habitat
M Ward, AIT Tulloch, JQ Radford, BA Williams, AE Reside, SL Macdonald, ...
Nature Ecology & Evolution 4 (10), 1321-1326, 2020
3192020
An introduction to decision science for conservation
V Hemming, AE Camaclang, MS Adams, M Burgman, K Carbeck, ...
Conservation Biology 36 (1), e13868, 2022
792022
Use of geographically weighted logistic regression to quantify spatial variation in the environmental and sociodemographic drivers of leptospirosis in Fiji: a modelling study
HJ Mayfield, JH Lowry, CH Watson, M Kama, EJ Nilles, CL Lau
The lancet Planetary health 2 (5), e223-e232, 2018
672018
Use of freely available datasets and machine learning methods in predicting deforestation
H Mayfield, C Smith, M Gallagher, M Hockings
Environmental Modelling & Software 87, 17-28, 2017
542017
Considerations for selecting a machine learning technique for predicting deforestation
H Mayfield, C Smith, M Gallagher, M Hockings
Environmental Modelling & Software, 104741, 2020
382020
Predictive risk mapping of an environmentally-driven infectious disease using spatial Bayesian networks: A case study of leptospirosis in Fiji
HJ Mayfield, CS Smith, JH Lowry, CH Watson, MG Baker, M Kama, ...
PLoS neglected tropical diseases 12 (10), e0006857, 2018
312018
Risk-benefit analysis of the AstraZeneca COVID-19 vaccine in Australia using a Bayesian network modelling framework
CL Lau, HJ Mayfield, JE Sinclair, SJ Brown, M Waller, AK Enjeti, A Baird, ...
Vaccine 39 (51), 7429-7440, 2021
252021
Unravelling infectious disease eco-epidemiology using Bayesian networks and scenario analysis: A case study of leptospirosis in Fiji
CL Lau, HJ Mayfield, JH Lowry, CH Watson, M Kama, EJ Nilles, CS Smith
Environmental modelling & software 97, 271-286, 2017
222017
Lymphatic filariasis epidemiology in Samoa in 2018: Geographic clustering and higher antigen prevalence in older age groups
CL Lau, K Meder, HJ Mayfield, T Kearns, B McPherson, T Naseri, ...
PLOS Neglected Tropical Diseases 14 (12), e0008927, 2020
182020
Collaboration across boundaries in the Amazon.
PR Prist, N Levin, JP Metzger, K de Mello, CMD de Paula, R Castagnino, ...
Science (New York, NY) 366 (6466), 699, 2019
182019
A community survey of coverage and adverse events following country-wide triple-drug mass drug administration for lymphatic filariasis elimination, Samoa 2018
GA Willis, HJ Mayfield, T Kearns, T Naseri, R Thomsen, K Gass, ...
PLoS neglected tropical diseases 14 (11), e0008854, 2020
172020
Understanding the effectiveness of policy instruments to encourage adoption of farming practices to improve water quality for the Great Barrier Reef
R Eberhard, A Coggan, D Jarvis, E Hamman, B Taylor, U Baresi, K Vella, ...
Marine Pollution Bulletin 172, 112793, 2021
152021
Use of a structure aware discretisation algorithm for Bayesian networks applied to water quality predictions
HJ Mayfield, E Bertone, C Smith, O Sahin
Mathematics and Computers in Simulation 175, 192-201, 2020
15*2020
Designing an evidence-based Bayesian network for estimating the risk versus benefits of AstraZeneca COVID-19 vaccine
HJ Mayfield, CL Lau, JE Sinclair, SJ Brown, A Baird, J Litt, A Vuorinen, ...
Vaccine 40 (22), 3072-3084, 2022
132022
PoolTestR: An R package for estimating prevalence and regression modelling for molecular xenomonitoring and other applications with pooled samples
A McLure, B O'Neill, H Mayfield, C Lau, B McPherson
Environmental Modelling & Software 145, 105158, 2021
132021
SARS-CoV-2 seroprevalence, cumulative infections, and immunity to symptomatic infection–A multistage national household survey and modelling study, Dominican Republic, June …
EJ Nilles, CT Paulino, MS Aubin, AC Restrepo, H Mayfield, D Dumas, ...
The Lancet Regional Health–Americas 16, 2022
102022
A Bayesian network analysis quantifying risks versus benefits of the Pfizer COVID-19 vaccine in Australia
JE Sinclair, HJ Mayfield, KR Short, SJ Brown, R Puranik, K Mengersen, ...
npj Vaccines 7 (1), 93, 2022
102022
Novel statistical approaches to identify risk factors for soil-transmitted helminth infection in Timor-Leste
JYH Aw, NE Clarke, HJ Mayfield, CL Lau, A Richardson, SV Nery
International journal for parasitology 51 (9), 729-739, 2021
92021
Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics
JJ Bon, A Bretherton, K Buchhorn, S Cramb, C Drovandi, C Hassan, ...
Philosophical Transactions of the Royal Society A 381 (2247), 20220156, 2023
72023
Evaluating Molecular Xenomonitoring as a Tool for Lymphatic Filariasis Surveillance in Samoa, 2018–2019
B McPherson, HJ Mayfield, A McLure, K Gass, T Naseri, R Thomsen, ...
Tropical Medicine and Infectious Disease 7 (8), 203, 2022
72022
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