
Overview
Background
My research focus encompasses a broad range of methods – Bayesian Inference, statistical models, compartmental models, stochastic models, social network analysis, forecasting methods- and a broad interest in emerging pathogens –tuberculosis, influenza and hospital associated pathogens and emerging infectious diseases including SARS, Ebola and COVID-19. I have led research teams to complete international consultancies, modeling of tuberculosis control in our region, and international research collaborations in the area of tuberculosis, healthcare associated infections SARS and Ebola and COVID-19.
I have diverse cross-disciplinary skills, as an infectious diseases physician (FRACP) and mathematical modeler (PhD -QUT), epidemiologist, and biostatistician (MBios Uni Melb). Since 2003, I have worked on interleaving clinical research with mathematical modeling and simulation of infectious diseases transmission. In this time, I have developed the ability to communicate and collaborate across the disciplines of mathematics, biostatistics, epidemiology, public health and clinical infectious diseases. I lead a team of highly skilled mathematicians and biostatisticians, epidemiologists.
I am currently the Professor of Infectious Diseases Epidemiology at the University of Queensland Centre for Clinical Research, working with the ODeSI program. I continue clinical work as a physician for the TB control unit at the Torres Strait and Cape York Health Service. My collaborators across Australia include as a chief investigator on two Centres for Research Excellence in forecasting and in tuberculosis. I work with researchers in major national (Monash University, Australian National University, Curtin University and the Doherty Institute, UWA, UQ) and international universities (Imperial College, LSHTM, Harvard, Stanford, Oxford, Mahidol).
COVID-19 work to date includes providing modelling and advice for: the commonwealth Government, Victorian State Government, OzSage Indigenous working group, and leading the AUS-CMI Australian Covid-19 modelling initiative group, the Global Fund against Malaria TB and AIDS, and the World Health Organization in conjunction with countries in the Asia Pacific Regions.
My major methodlogical areas of research in active development are (1) forecasting (2) scenario analysis for decision support (3) disease dynamic insights through data analysis including Bayesian inference and machine learning.
Availability
- Professor Emma McBryde is:
- Available for supervision
Qualifications
- Bachelor of Medicine Surgery, The University of Queensland
- Bachelor (Honours) of Medicine Surgery, The University of Queensland
- Doctor of Philosophy of Mathematics and Statistics, Queensland University of Technology
- Doctor of Philosophy of Applied Mathematics, Queensland University of Technology
- Masters (Coursework) of Biostatistics, University of Melbourne
- Fellow, ACTnet The Australian Clinical Trials Network for tuberculosis research, ACTnet The Australian Clinical Trials Network for tuberculosis research
- Fellow, Applied Mathematics Division of the Australian Mathematical Society, Applied Mathematics Division of the Australian Mathematical Society
- Fellow, Australasian Society of Infectious Diseases, Australasian Society of Infectious Diseases
Works
Search Professor Emma McBryde’s works on UQ eSpace
2017
Journal Article
Measuring transitions in sexual risk among men who have sex with men: the novel use of latent class and latent transition analysis in HIV sentinel surveillance
Wilkinson, Anna L., El-Hayek, Carol, Fairley, Christopher K., Roth, Norm, Tee, B. K., McBryde, Emma, Hellard, Margaret and Stoové, Mark (2017). Measuring transitions in sexual risk among men who have sex with men: the novel use of latent class and latent transition analysis in HIV sentinel surveillance. American Journal of Epidemiology, 185 (8), 627-635. doi: 10.1093/aje/kww239
2017
Journal Article
Treatment outcomes in patients with multidrug-resistant tuberculosis in north-west Ethiopia
Alene, Kefyalew Addis, Viney, Kerri, McBryde, Emma S., Tsegaye, Adino Tesfahun and Clements, Archie C. A. (2017). Treatment outcomes in patients with multidrug-resistant tuberculosis in north-west Ethiopia. Tropical Medicine and International Health, 22 (3), 351-362. doi: 10.1111/tmi.12826
2017
Journal Article
The risk of global epidemic replacement with drug-resistant Mycobacterium tuberculosis strains
McBryde, Emma S., Meehan, Michael T., Doan, Tan N., Ragonnet, Romain, Marais, Ben J., Guernier, Vanina and Trauer, James M. (2017). The risk of global epidemic replacement with drug-resistant Mycobacterium tuberculosis strains. International Journal of Infectious Diseases, 56, 14-20. doi: 10.1016/j.ijid.2017.01.031
2017
Journal Article
Spatial patterns of multidrug resistant tuberculosis and relationships to socioeconomic, demographic and household factors in northwest Ethiopia
Alene, Kefyalew Addis, Viney, Kerri, McBryde, Emma S. and Clements, Archie C. A. (2017). Spatial patterns of multidrug resistant tuberculosis and relationships to socioeconomic, demographic and household factors in northwest Ethiopia. PLoS ONE, 12 (2) e0171800, e0171800. doi: 10.1371/journal.pone.0171800
2017
Journal Article
High rates of multidrug-resistant and rifampicin-resistant tuberculosis among re-treatment cases: Where do they come from?
Ragonnet, Romain, Trauer, James M., Denholm, Justin T., Marais, Ben J. and McBryde, Emma S. (2017). High rates of multidrug-resistant and rifampicin-resistant tuberculosis among re-treatment cases: Where do they come from?. BMC Infectious Diseases, 17 (1) 36. doi: 10.1186/s12879-016-2171-1
2017
Journal Article
Is IPT more effective in high-burden settings? Modelling the effect of tuberculosis incidence on IPT impact
Ragonnet, Romain, Trauer, J. M., McBryde, E. S., Houben, R. M.G.J., Denholm, J. T., Handel, A. and Sumner, T. (2017). Is IPT more effective in high-burden settings? Modelling the effect of tuberculosis incidence on IPT impact. International Journal of Tuberculosis and Lung Disease, 21 (1). doi: 10.5588/ijtld.16.0297
2017
Journal Article
A high burden of asymptomatic gastrointestinal infections in traditional communities in Papua New Guinea
Horwood, Paul F., Soli, Kevin W., Maure, Tobias, Naito, Yuichi I., Morita, Ayako, Natsuhara, Kazumi, Tadokoro, Kiyoshi, Baba, Jun, Odani, Shingo, Tomitsuka, Eriko, Igai, Katsura, Larkins, Jo-Ann, Siba, Peter M., Pomat, William, McBryde, Emma S., Umezaki, Masahiro and Greenhill, Andrew R. (2017). A high burden of asymptomatic gastrointestinal infections in traditional communities in Papua New Guinea. American Journal of Tropical Medicine and Hygiene, 97 (6), 1872-1875. doi: 10.4269/ajtmh.17-0282
2017
Journal Article
Spatiotemporal transmission and socio-climatic factors related to paediatric tuberculosis in north-Western Ethiopia
Alene, Kefyalew Addis, Viney, Kerri, McBryde, Emma S. and Clements, Archie C. A. (2017). Spatiotemporal transmission and socio-climatic factors related to paediatric tuberculosis in north-Western Ethiopia. Geospatial Health, 12 (2) 575, 342-350. doi: 10.4081/gh.2017.575
2017
Journal Article
Heterogeneity of distribution of tuberculosis in Sheka Zone, Ethiopia: Drivers and temporal trends
Shaweno, Debebe, Shaweno, T., Trauer, J. M., Denholm, J. T. and McBryde, E. S. (2017). Heterogeneity of distribution of tuberculosis in Sheka Zone, Ethiopia: Drivers and temporal trends. International Journal of Tuberculosis and Lung Disease, 21 (1). doi: 10.5588/ijtld.16.0325
2017
Journal Article
AspiriN To Inhibit SEPSIS (ANTISEPSIS) randomised controlled trial protocol
Eisen, Damon P., Moore, Elizabeth M., Leder, Karin, Lockery, Jessica, McBryde, Emma S., McNeil, John J., Pilcher, David, Wolfe, Rory and Woods, Robyn L. (2017). AspiriN To Inhibit SEPSIS (ANTISEPSIS) randomised controlled trial protocol. BMJ Open, 7 (1) e013636. doi: 10.1136/bmjopen-2016-013636
2016
Journal Article
Problematic dichotomization of risk for Intensive Care Unit (ICU)-acquired invasive candidiasis: results using a risk-predictive model to categorize 3 levels of risk from a multicenter prospective cohort of Australian ICU patients
Playford, E. Geoffrey, Lipman, Jeffrey, Jones, Michael, Lau, Anna F., Kabir, Masrura, Chen, Sharon C. -A., Marriott, Deborah J., Seppelt, Ian, Gottlieb, Thomas, Cheung, Winston, Iredell, Jonathan R., McBryde, Emma S. and Sorrell, Tania C. (2016). Problematic dichotomization of risk for Intensive Care Unit (ICU)-acquired invasive candidiasis: results using a risk-predictive model to categorize 3 levels of risk from a multicenter prospective cohort of Australian ICU patients. Clinical Infectious Diseases, 63 (11), 1463-1469. doi: 10.1093/cid/ciw610
2016
Journal Article
Modelling the effect of short-course multidrug-resistant tuberculosis treatment in Karakalpakstan, Uzbekistan
Trauer, James M., Achar, Jay, Parpieva, Nargiza, Khamraev, Atadjan, Denholm, Justin T., Falzon, Dennis, Jaramillo, Ernesto, Mesic, Anita, du Cros, Philipp and McBryde, Emma S. (2016). Modelling the effect of short-course multidrug-resistant tuberculosis treatment in Karakalpakstan, Uzbekistan. BMC Medicine, 14 (1) 187. doi: 10.1186/s12916-016-0723-2
2016
Journal Article
Feasibility of achieving the 2025 WHO global tuberculosis targets in South Africa, China, and India: a combined analysis of 11 mathematical models
Houben, Rein M. G. J., Menzies, Nicolas A., Sumner, Tom, Huynh, Grace H., Arinaminpathy, Nimalan, Goldhaber-Fiebert, Jeremy D., Lin, Hsien-Ho, Wu, Chieh-Yin, Mandal, Sandip, Pandey, Surabhi, Suen, Sze-chuan, Bendavid, Eran, Azman, Andrew S., Dowdy, David W., Bacaër, Nicolas, Rhines, Allison S., Feldman, Marcus W., Handel, Andreas, Whalen, Christopher C., Chang, Stewart T., Wagner, Bradley G., Eckhoff, Philip A., Trauer, James M., Denholm, Justin T., McBryde, Emma S., Cohen, Ted, Salomon, Joshua A., Pretorius, Carel, Lalli, Marek ... White, Richard G. (2016). Feasibility of achieving the 2025 WHO global tuberculosis targets in South Africa, China, and India: a combined analysis of 11 mathematical models. The Lancet Global Health, 4 (11), e806-e815. doi: 10.1016/S2214-109X(16)30199-1
2016
Journal Article
Cost-effectiveness and resource implications of aggressive action on tuberculosis in China, India, and South Africa: a combined analysis of nine models
Menzies, Nicolas A., Gomez, Gabriela B., Bozzani, Fiammetta, Chatterjee, Susmita, Foster, Nicola, Baena, Ines Garcia, Laurence, Yoko V., Qiang, Sun, Siroka, Andrew, Sweeney, Sedona, Verguet, Stéphane, Arinaminpathy, Nimalan, Azman, Andrew S., Bendavid, Eran, Chang, Stewart T., Cohen, Ted, Denholm, Justin T., Dowdy, David W., Eckhoff, Philip A., Goldhaber-Fiebert, Jeremy D., Handel, Andreas, Huynh, Grace H., Lalli, Marek, Lin, Hsien-Ho, Mandal, Sandip, McBryde, Emma S., Pandey, Surabhi, Salomon, Joshua A., Suen, Sze-chuan ... Vassall, Anna (2016). Cost-effectiveness and resource implications of aggressive action on tuberculosis in China, India, and South Africa: a combined analysis of nine models. The Lancet Global Health, 4 (11), e816-e826. doi: 10.1016/S2214-109X(16)30265-0
2016
Journal Article
Model-Informed Risk Assessment and Decision Making for an Emerging Infectious Disease in the Asia-Pacific Region
Moss, Robert, Hickson, Roslyn I., McVernon, Jodie, McCaw, James M., Hort, Krishna, Black, Jim, Madden, John R., Tran, Nhi H., McBryde, Emma S. and Geard, Nicholas (2016). Model-Informed Risk Assessment and Decision Making for an Emerging Infectious Disease in the Asia-Pacific Region. PLoS Neglected Tropical Diseases, 10 (9) e0005018, e0005018. doi: 10.1371/journal.pntd.0005018
2016
Journal Article
A 'test and treat' prevention strategy in Australia requires innovative HIV testing models: A cohort study of repeat testing among high-risk' men who have sex with men
Wilkinson, Anna L., El-Hayek, Carol, Spelman, Tim, Fairley, Christopher K., Leslie, David, Mcbryde, Emma S., Hellard, Margaret and Stoové, Mark (2016). A 'test and treat' prevention strategy in Australia requires innovative HIV testing models: A cohort study of repeat testing among high-risk' men who have sex with men. Sexually Transmitted Infections, 92 (6), 464-466. doi: 10.1136/sextrans-2015-052421
2016
Journal Article
Scenario analysis for programmatic tuberculosis control in Western Province, Papua New Guinea
Trauer, James M., Denholm, Justin T., Waseem, Saba, Ragonnet, Romain and McBryde, Emma S. (2016). Scenario analysis for programmatic tuberculosis control in Western Province, Papua New Guinea. American Journal of Epidemiology, 183 (12), 1138-1148. doi: 10.1093/aje/kwv323
2016
Journal Article
The potential impact of a hepatitis C vaccine for people who inject drugs: Is a vaccine needed in the age of direct-acting antivirals?
Stone, Jack, Martin, Natasha K., Hickman, Matthew, Hellard, Margaret, Scott, Nick, McBryde, Emma, Drummer, Heidi and Vickerman, Peter (2016). The potential impact of a hepatitis C vaccine for people who inject drugs: Is a vaccine needed in the age of direct-acting antivirals?. PLoS ONE, 11 (5) e0156213. doi: 10.1371/journal.pone.0156213
2016
Journal Article
Modeling hepatitis C virus transmission among people who inject drugs: Assumptions, limitations and future challenges
Scott, Nick, Hellard, Margaret and McBryde, Emma Sue (2016). Modeling hepatitis C virus transmission among people who inject drugs: Assumptions, limitations and future challenges. Virulence, 7 (2), 201-208. doi: 10.1080/21505594.2015.1085151
2016
Journal Article
Modeling the impact of interventions against Acinetobacter baumannii transmission in intensive care units
Doan, Tan N., Kong, David C.M., Marshall, Caroline, Kirkpatrick, Carl M.J. and McBryde, Emma S. (2016). Modeling the impact of interventions against Acinetobacter baumannii transmission in intensive care units. Virulence, 7 (2), 141-152. doi: 10.1080/21505594.2015.1076615
Supervision
Availability
- Professor Emma McBryde is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
MODELLING THE EFFECT OF A CHANGING CLIMATE ON THE RE-EMERGENCE OF MOSQUITO BORNE DISEASES IN MAURITIUS
Principal Advisor
Other advisors: Associate Professor Benn Sartorius
-
Doctor Philosophy
Sample sub-group algorithm bias analysis for machine learning evaluation in the clinical domain
Associate Advisor
Other advisors: Professor Clair Sullivan, Dr Andrew Mallett, Professor Guido Zuccon, Mr Anton Van Der Vegt
Media
Enquiries
For media enquiries about Professor Emma McBryde's areas of expertise, story ideas and help finding experts, contact our Media team: