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Rob Deardon - Publications

Affiliations: 
Production Animal Health University of Calgary, Calgary, Alberta, Canada 
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43 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Akter T, Deardon R. Variable screening methods in spatial infectious disease transmission models. Spatial and Spatio-Temporal Epidemiology. 47: 100622. PMID 38042533 DOI: 10.1016/j.sste.2023.100622  0.323
2023 Biesheuvel MM, Ward C, Penterman P, van Engelen E, van Schaik G, Deardon R, Barkema HW. Within-herd transmission of Mycoplasma bovis infections after initial detection in dairy cows. Journal of Dairy Science. PMID 37709017 DOI: 10.3168/jds.2023-23407  0.427
2023 Amiri L, Torabi M, Deardon R. Analyzing COVID-19 data in the Canadian province of Manitoba: A new approach. Spatial Statistics. 55: 100729. PMID 37089455 DOI: 10.1016/j.spasta.2023.100729  0.319
2022 Ward MA, Deeth LE, Deardon R. Computationally efficient parameter estimation for spatial individual-level models of infectious disease transmission. Spatial and Spatio-Temporal Epidemiology. 41: 100497. PMID 35691654 DOI: 10.1016/j.sste.2022.100497  0.329
2021 Singh BB, Ward MP, Lowerison M, Lewinson RT, Vallerand IA, Deardon R, Gill JPS, Singh B, Barkema HW. Meta-analysis and adjusted estimation of COVID-19 case fatality risk in India and its association with the underlying comorbidities. One Health (Amsterdam, Netherlands). 13: 100283. PMID 34222606 DOI: 10.1016/j.onehlt.2021.100283  0.444
2021 Angevaare J, Feng Z, Deardon R. Inference of latent event times and transmission networks in individual level infectious disease models. Spatial and Spatio-Temporal Epidemiology. 37: 100410. PMID 33980405 DOI: 10.1016/j.sste.2021.100410  0.301
2020 Singh BB, Lowerison M, Lewinson RT, Vallerand IA, Deardon R, Gill JP, Singh B, Barkema HW. Public health interventions slowed but did not halt the spread of COVID-19 in India. Transboundary and Emerging Diseases. PMID 33012088 DOI: 10.1111/tbed.13868  0.392
2020 Nobrega DB, Naqvi SA, Dufour S, Deardon R, Kastelic JP, De Buck J, Barkema HW. Critically important antimicrobials are generally not needed to treat nonsevere clinical mastitis in lactating dairy cows: Results from a network meta-analysis. Journal of Dairy Science. PMID 32896405 DOI: 10.3168/Jds.2020-18365  0.48
2020 Mahsin MD, Deardon R, Brown P. Geographically dependent individual-level models for infectious diseases transmission. Biostatistics (Oxford, England). PMID 32118253 DOI: 10.1093/Biostatistics/Kxaa009  0.467
2020 V. V, Almutiry W, Deardon R. Individual-Level Modelling of Infectious Disease Data: EpiILM The R Journal. 12: 87. DOI: 10.32614/rj-2020-020  0.313
2019 Almutiry W, Deardon R. Incorporating Contact Network Uncertainty in Individual Level Models of Infectious Disease using Approximate Bayesian Computation. The International Journal of Biostatistics. PMID 31812945 DOI: 10.1515/Ijb-2017-0092  0.422
2019 Lowerison MW, Josephson CB, Jetté N, Sajobi TT, Patten S, Williamson T, Deardon R, Barkema HW, Wiebe S. Association of Levels of Specialized Care With Risk of Premature Mortality in Patients With Epilepsy. Jama Neurology. PMID 31380987 DOI: 10.1001/Jamaneurol.2019.2268  0.409
2019 Augusta C, Deardon R, Taylor G. Deep learning for supervised classification of spatial epidemics. Spatial and Spatio-Temporal Epidemiology. 29: 187-198. PMID 31128628 DOI: 10.1016/J.Sste.2018.08.002  0.326
2019 Augusta C, Taylor GW, Deardon R. Dynamic contact networks of swine movement in Manitoba, Canada: characterization and implications for infectious disease spread. Transboundary and Emerging Diseases. PMID 31059200 DOI: 10.1111/Tbed.13220  0.341
2019 Coward S, Clement F, Benchimol EI, Bernstein CN, Avina-Zubieta JA, Bitton A, Carroll MW, Hazlewood G, Jacobson K, Jelinski S, Deardon R, Jones JL, Kuenzig ME, Leddin D, McBrien KA, et al. Past and Future Burden of Inflammatory Bowel Diseases Based on Modeling of Population-based Data. Gastroenterology. PMID 30639677 DOI: 10.1053/J.Gastro.2019.01.002  0.324
2019 Kwong GPS, Deardon R, Hunt S, Guerin MT. Bayesian Design of Agricultural Disease Transmission Experiments for Individual Level Models Statistical Communications in Infectious Diseases. DOI: 10.1515/Scid-2018-0005  0.374
2019 Romanescu RG, Deardon R. Implementation of Power Law Network Models of Epidemic Surveillance Data for Better Evaluation of Outbreak Detection Alarms Statistical Communications in Infectious Diseases. DOI: 10.1515/Scid-2018-0004  0.309
2018 Petukhova T, Ojkic D, McEwen B, Deardon R, Poljak Z. Assessment of autoregressive integrated moving average (ARIMA), generalized linear autoregressive moving average (GLARMA), and random forest (RF) time series regression models for predicting influenza A virus frequency in swine in Ontario, Canada. Plos One. 13: e0198313. PMID 29856881 DOI: 10.1371/Journal.Pone.0198313  0.37
2018 Pokharel G, Deardon R. Spatially Informed Back-Calculation for Spatio-Temporal Infectious Disease Models Statistical Communications in Infectious Diseases. 10. DOI: 10.1515/Scid-2017-0001  0.412
2017 Romanescu RG, Deardon R. Fast Inference for Network Models of Infectious Disease Spread Scandinavian Journal of Statistics. 44: 666-683. DOI: 10.1111/Sjos.12270  0.385
2016 Deeth LE, Deardon R. Spatial data aggregation for spatio-temporal individual-level models of infectious disease transmission. Spatial and Spatio-Temporal Epidemiology. 17: 95-104. PMID 27246276 DOI: 10.1016/J.Sste.2016.04.013  0.419
2016 Malik R, Deardon R, Kwong GP. Parameterizing Spatial Models of Infectious Disease Transmission that Incorporate Infection Time Uncertainty Using Sampling-Based Likelihood Approximations. Plos One. 11: e0146253. PMID 26731666 DOI: 10.1371/Journal.Pone.0146253  0.452
2016 Romanescu R, Deardon R. Modeling two strains of disease via aggregate-level infectivity curves. Journal of Mathematical Biology. 72: 1195-224. PMID 26084408 DOI: 10.1007/S00285-015-0910-3  0.454
2016 Pokharel G, Deardon R. Gaussian process emulators for spatial individual-level models of infectious disease Canadian Journal of Statistics. 44: 480-501. DOI: 10.1002/Cjs.11304  0.415
2015 Deeth LE, Deardon R, Gillis DJ. Model Choice Using the Deviance Information Criterion for Latent Conditional Individual-Level Models of Infectious Disease Spread Epidemiologic Methods. 4. DOI: 10.1515/em-2014-0001  0.332
2014 Pokharel G, Deardon R. Supervised learning and prediction of spatial epidemics. Spatial and Spatio-Temporal Epidemiology. 11: 59-77. PMID 25457597 DOI: 10.1016/J.Sste.2014.08.003  0.436
2014 Malik R, Deardon R, Kwong GP, Cowling BJ. Individual-level modeling of the spread of influenza within households Journal of Applied Statistics. 41: 1578-1592. DOI: 10.1080/02664763.2014.881787  0.442
2014 McKinley TJ, Ross JV, Deardon R, Cook AR. Simulation-based Bayesian inference for epidemic models Computational Statistics and Data Analysis. 71: 434-447. DOI: 10.1016/J.Csda.2012.12.012  0.35
2013 Bifolchi N, Deardon R, Feng Z. Spatial approximations of network-based individual level infectious disease models. Spatial and Spatio-Temporal Epidemiology. 6: 59-70. PMID 23973181 DOI: 10.1016/J.Sste.2013.07.001  0.435
2013 Deeth LE, Deardon R. Latent conditional individual-level models for infectious disease modeling. The International Journal of Biostatistics. 9. PMID 23917477 DOI: 10.1515/Ijb-2013-0026  0.431
2013 Kwong GP, Poljak Z, Deardon R, Dewey CE. Bayesian analysis of risk factors for infection with a genotype of porcine reproductive and respiratory syndrome virus in Ontario swine herds using monitoring data. Preventive Veterinary Medicine. 110: 405-17. PMID 23416041 DOI: 10.1016/J.Prevetmed.2013.01.004  0.408
2012 Bottoms K, Poljak Z, Dewey C, Deardon R, Holtkamp D, Friendship R. Investigation of strategies for the introduction and transportation of replacement gilts on southern Ontario sow farms. Bmc Veterinary Research. 8: 217. PMID 23140357 DOI: 10.1186/1746-6148-8-217  0.308
2012 Kwong GP, Deardon R. Linearized forms of individual-level models for large-scale spatial infectious disease systems. Bulletin of Mathematical Biology. 74: 1912-37. PMID 22718395 DOI: 10.1007/S11538-012-9739-8  0.422
2012 Le H, Poljak Z, Deardon R, Dewey CE. Clustering of and Risk Factors for the Porcine High Fever Disease in a Region of Vietnam Transboundary and Emerging Diseases. 59: 49-61. PMID 21722329 DOI: 10.1111/J.1865-1682.2011.01239.X  0.338
2012 Vrbik I, Deardon R, Feng Z, Gardner A, Braun J. Using Individual-Level Models for Infectious Disease Spread to Model Spatio-Temporal Combustion Dynamics Bayesian Analysis. 7: 615-638. DOI: 10.1214/12-Ba721  0.405
2012 Deardon R, Habibzadeh B, Chung HY. Spatial measurement error in infectious disease models Journal of Applied Statistics. 39: 1139-1150. DOI: 10.1080/02664763.2011.644522  0.45
2012 Hosseinkashi Y, Chenouri S, Small CG, Deardon R. A stochastic graph process for epidemic modelling Canadian Journal of Statistics. 40: 55-67. DOI: 10.1002/Cjs.10142  0.338
2011 Gardner A, Deardon R, Darlington G. Goodness-of-fit measures for individual-level models of infectious disease in a Bayesian framework. Spatial and Spatio-Temporal Epidemiology. 2: 273-81. PMID 22748225 DOI: 10.1016/J.Sste.2011.07.012  0.386
2010 Deardon R, Brooks SP, Grenfell BT, Keeling MJ, Tildesley MJ, Savill NJ, Shaw DJ, Woolhouse ME. INFERENCE FOR INDIVIDUAL-LEVEL MODELS OF INFECTIOUS DISEASES IN LARGE POPULATIONS. Statistica Sinica. 20: 239-261. PMID 26405426  0.352
2010 Habibzadeh B, Deardon R. The Effect of Misspecifying Latent and Infectious Periods in Space-Time Epidemic Models Statistical Communications in Infectious Diseases. 2. DOI: 10.2202/1948-4690.1006  0.313
2008 Tildesley MJ, Deardon R, Savill NJ, Bessell PR, Brooks SP, Woolhouse ME, Grenfell BT, Keeling MJ. Accuracy of models for the 2001 foot-and-mouth epidemic. Proceedings. Biological Sciences / the Royal Society. 275: 1459-68. PMID 18364313 DOI: 10.1098/Rspb.2008.0006  0.415
2007 Savill NJ, Shaw DJ, Deardon R, Tildesley MJ, Keeling MJ, Woolhouse ME, Brooks SP, Grenfell BT. Effect of data quality on estimates of farm infectiousness trends in the UK 2001 foot-and-mouth disease epidemic. Journal of the Royal Society, Interface / the Royal Society. 4: 235-41. PMID 17251150 DOI: 10.1098/Rsif.2006.0178  0.407
2006 Savill NJ, Shaw DJ, Deardon R, Tildesley MJ, Keeling MJ, Woolhouse ME, Brooks SP, Grenfell BT. Topographic determinants of foot and mouth disease transmission in the UK 2001 epidemic. Bmc Veterinary Research. 2: 3. PMID 16412245 DOI: 10.1186/1746-6148-2-3  0.385
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