Dr Carol El-Hayek is an epidemiologist and public health researcher with over 15 years’ experience managing state and national surveillance systems, monitoring blood borne viruses and sexually transmissible infections, and evaluating public health programs. Carol is a certified health informatician and has completed a PhD studying the application of computational analytics to real-world electronic medical records to enhance disease surveillance.
Carol is a Senior Research Fellow in the UQ Poche Centre for Indigenous Health, managing the ATLAS Indigenous primary care surveillance network.
Journal Articles
Klapaukh, Roman, El-Hayek, Carol and Boyle, Douglas IR (2025). Do transformers generalise better than bespoke tools for anonymisation?. Informatics in Medicine Unlocked, 52 101607. doi: 10.1016/j.imu.2024.101607
El-Hayek, Carol, Nguyen, Thi, Hellard, Margaret E., Curtis, Michael, Sacks-Davis, Rachel, Aung, Htein Linn, Asselin, Jason, Boyle, Douglas I. R., Wilkinson, Anna, Polkinghorne, Victoria, Hocking, Jane S. and Dunn, Adam G. (2024). Phenotyping people with a history of injecting drug use within electronic medical records using an interactive machine learning approach. npj Digital Medicine, 7 (1) 346, 346. doi: 10.1038/s41746-024-01318-y
El-Hayek, Carol, Barzegar, Siamak, Faux, Noel, Doyle, Kim, Pillai, Priyanka, Mutch, Simon J., Vaisey, Alaina, Ward, Roger, Sanci, Lena, Dunn, Adam G., Hellard, Margaret E., Hocking, Jane S., Verspoor, Karin and Boyle, Douglas I. R. (2023). An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice. International Journal of Medical Informatics, 173 105021, 105021. doi: 10.1016/j.ijmedinf.2023.105021
Harney, Brendan L., Sacks-Davis, Rachel, van Santen, Daniela K., Traeger, Michael, Wilkinson, Anna L., Asselin, Jason, El-Hayek, Carol, Fairley, Christopher K., Roth, Norman, Bloch, Mark, Matthews, Gail, Donovan, Basil, Guy, Rebecca, Stoove, Mark, Hellard, Margaret E. and Doyle, Joseph S. (2022). The incidence of hepatitis C among gay, bisexual, and other men who have sex with men in Australia, 2009-2019. Clinical Infectious Diseases, 74 (10), 1804-1811. doi: 10.1093/cid/ciab720
Wilkinson, Anna Lee, van Santen, Daniela K., Traeger, Michael W., Sacks-Davis, Rachel, Asselin, Jason, Scott, Nick, Harney, Brendan L., Doyle, Joseph S., El-Hayek, Carol, Howell, Jessica, Bramwell, Fran, McManus, Hamish, Donovan, Basil, Stoove, Mark, Hellard, Margaret and Pedrana, Alisa (2022). Hepatitis C incidence among patients attending primary care health services that specialise in the care of people who inject drugs, Victoria, Australia, 2009 to 2020. International Journal of Drug Policy, 103 103655, 103655. doi: 10.1016/j.drugpo.2022.103655
Lee Wilkinson, Anna, Pedrana, Alisa, Traeger, Michael W., Asselin, Jason, El-Hayek, Carol, Nguyen, Long, Polkinghorne, Victoria, Doyle, Joseph S., Thompson, Alexander J., Howell, Jessica, Scott, Nick, Dimech, Wayne, Guy, Rebecca, Hellard, Margaret and Stoove, Mark (2022). Real-world monitoring progress towards the elimination of hepatitis C virus in Australia using sentinel surveillance of primary care clinics; an ecological study of hepatitis C virus antibody tests from 2009 to 2019 (vol 150, E7, 2022). Epidemiology and Infection, 150 e44. doi: 10.1017/S0950268822000310
Wilkinson, Anna Lee, Pedrana, Alisa, Traeger, Michael W., Asselin, Jason, El-Hayek, Carol, Nguyen, Long, Polkinghorne, Victoria, Doyle, Joseph S., Thompson, Alexander J., Howell, Jessica, Scott, Nick, Dimech, Wayne, Guy, Rebecca and Hellard, Margaret (2021). Real-world monitoring progress towards the elimination of hepatitis C virus in Australia using sentinel surveillance of primary care clinics; an ecological study of hepatitis C virus antibody tests from 2009 to 2019. Epidemiology and Infection, 150 e7. doi: 10.1017/S0950268821002624
Doyle, Joseph S., van Santen, Daniela K., Iser, David, Sasadeusz, Joe, O'Reilly, Mark, Harney, Brendan, Traeger, Michael W., Roney, Janine, Cutts, Julia C., Bowring, Anna L., Winter, Rebecca, Medland, Nick, Fairley, Christopher K., Moore, Richard, Tee, B. K., Asselin, Jason, El-Hayek, Carol, Hoy, Jennifer F., Matthews, Gail, Prins, Maria, Stoove, Mark A. and Hellard, Margaret E. (2021). Microelimination of hepatitis C among people with human immunodeficiency virus coinfection: declining incidence and prevalence accompanying a multicenter treatment scale-up trial. Clinical Infectious Diseases, 73 (7), E2164-E2171. doi: 10.1093/cid/ciaa1500
Santen, Daniela K. van, Asselin, Jasan, Haber, Noah A., Traeger, Michael W., Callander, Denton, Donovan, Basil, El-Hayek, Carol, McMahon, James H., Petoumenos, Kathy, McManus, Hamish, Hoy, Jennifer F., Hellard, Margaret, Guy, Rebecca and Stoove, Mark (2021). Improvements in transition times through the HIV cascade of care among gay and bisexual men with a new HIV diagnosis in New South Wales and Victoria, Australia (2012-19): a longitudinal cohort study. Lancet HIV, 8 (10), E623-E632. doi: 10.1016/S2352-3018(21)00155-7
Ryan, K. E., Wiggins, J., Higgins, N., El-Hayek, C. and Stoove, M. (2020). Improved capture of trans and gender-diverse people diagnosed with HIV infection in Victoria following refinement to notification form. Hiv Medicine, 21 (10), E23-E24. doi: 10.1111/hiv.12915
Sacks-Davis, Rachel, Chibo, Doris, Peach, Elizabeth, Aleksic, Eman, Crowe, Suzanne M., El Hayek, Carol, Marukutira, Tafireyi, Higgins, Nasra, Stoove, Mark and Hellard, Margaret (2020). Phylogenetic clustering networks among heterosexual migrants with new HIV diagnoses post-migration in Australia. PLoS One, 15 (9) e0237469, 1-15. doi: 10.1371/journal.pone.0237469
Traeger, Michael W., Pedrana, Alisa E., van Santen, Daniela K., Doyle, Joseph S., Howell, Jessica, Thompson, Alexander J., El-Hayek, Carol, Asselin, Jason, Polkinghorne, Victoria, Membrey, Dean, Bramwell, Fran, Carter, Allison, Guy, Rebecca, Stoove, Mark A. and Hellard, Margaret E. (2020). The impact of universal access to direct-acting antiviral therapy on the hepatitis C cascade of care among individuals attending primary and community health services. PLoS One, 15 (6) e0235445, 1-13. doi: 10.1371/journal.pone.0235445
Nguyen, Long, Stoove, Mark, Boyle, Douglas, Callander, Denton, McManus, Hamish, Asselin, Jason, Guy, Rebecca, Donovan, Basil, Hellard, Margaret and El-Hayek, Carol (2020). Privacy-preserving record linkage of deidentified records within a public health surveillance system: evaluation study. Journal of Medical Internet Research, 22 (6) e16757, 1-12. doi: 10.2196/16757
Douglass, Caitlin H., Qin, Can, Martin, Fran, Xiao, Yinzong, El-Hayek, Carol and Lim, Megan S. C. (2020). Comparing sexual behaviours and knowledge between domestic students and Chinese international students in Australia: findings from two cross-sectional studies. International Journal of STD and AIDS, 31 (8), 781-790. doi: 10.1177/0956462420921726
Marukutira, Tafireyi, Gray, Richard T., Douglass, Caitlin, El-Hayek, Carol, Moreira, Clarissa, Asselin, Jason, Donovan, Basil, Vickers, Tobias, Spelman, Tim, Crowe, Suzanne, Guy, Rebecca, Stoove, Mark and Hellard, Margaret (2020). Gaps in the HIV diagnosis and care cascade for migrants in Australia, 2013-2017: a cross-sectional study. PLoS Medicine, 17 (3) e1003044, 1-15. doi: 10.1371/journal.pmed.1003044
Lal, Luxi, Ryan, Kathleen, Liu, Iris Yi, Price, Brian, Lockwood, Timmy, Aguirre, Ivette, Slobodian, Peter, Lam, Ada, Vassan, Manoj, Lim, Kie, Silverii, John, Tesoriero, Joseph, Phu, Johnny, Lim, Wan, Naidoo, Bharathy, Russell, Nick, Rundle, Matthew, Sewell, Rowan, Cooper, Craig, Hardman, Alexander, Quinn, Martin, Mak, Anne, Wright, Edwina J., Wright, Edwina, Stoove, Mark, Ruth, Simon, Batrouney, Colin, West, Michael, Murphy, Dean ... Owen, Louise (2019). Transformation of Australian community pharmacies into good clinical practice compliant trial pharmacies for HIV pre-exposure prophylaxis. Frontiers in Pharmacology, 10 1269, 1-10. doi: 10.3389/fphar.2019.01269
Harney, Brendan L., Agius, Paul A., El-Hayek, Carol, Fairley, Christopher K., Chow, Eric P. F., Roth, Norman, Tee, B. K., Leslie, David, Tachedjian, Gilda, Hellard, Margaret and Stoove, Mark (2019). Risk of subsequent HIV Infection following sexually transmissible infections among men who have sex with men. Open Forum Infectious Diseases, 6 (10) ofz376, 1-7. doi: 10.1093/ofid/ofz376
Moreira, Clarissa, Boughey, Alison, Ryan, Kathleen Elizabeth, Higgins, Nasra, Rotty, Jessica, West, Michael, Hellard, Margaret, Stoove, Mark and El-Hayek, Carol (2019). Two decades of surveillance data show late presentation among a diverse group of women diagnosed with HIV in Victoria, Australia. Australian and New Zealand Journal of Public Health, 43 (5), 413-418. doi: 10.1111/1753-6405.12910
van Gemert, Caroline, Guy, Rebecca, Stoove, Mark, Dimech, Wayne, El-Hayek, Carol, Asselin, Jason, Dip, Grad, Moreira, Clarissa, Nguyen, Long, Callander, Denton, Boyle, Douglas, Donovan, Basil and Hellard, Margaret (2019). Pathology laboratory surveillance in the Australian Collaboration for Coordinated Enhanced Sentinel Surveillance of sexually transmitted infections and blood-borne viruses: protocol for a cohort study. JMIR Research Protocols, 8 (8) e13625, 1-9. doi: 10.2196/13625
van Gemert, Caroline, Dimech, Wayne, Stoove, Mark, Guy, Rebecca, Howell, Jess, Bowden, Scott, Nicholson, Suellen, Pendle, Stella, Donovan, Basil, Hellard, Margaret, El-Hayek, Carol, Callandar, Denton, Asselin, Jason, Moreira, Clarissa, Smith, Lucy Watchirs, Long Nguyen, and Thomas, Gijo (2019). Tracking the uptake of outcomes of hepatitis B virus testing using laboratory data in Victoria, 2011-16: a population-level cohort study. Sexual Health, 16 (4), 358-366. doi: 10.1071/SH18102
Wilkinson, Anna L., Scott, Nick, Tidhar, Tom, Luong, Phillip, El-Hayek, Carol, Wilson, David P., Fairley, Christopher K., Zhang, Lei, Leslie, David, Roth, Norman, Tee, B. K., Hellard, Margaret and Stoove, Mark (2019). Estimating the syphilis epidemic among gay, bisexual and other men who have sex with men in Australia following changes in HIV care and prevention. Sexual Health, 16 (3), 254-262. doi: 10.1071/SH18215
Traeger, Michael W., Cornelisse, Vincent J., Asselin, Jason, Price, Brian, Roth, Norman J., Willcox, Jeff, Tee, Ban Kiem, Fairley, Christopher K., Chang, Christina C., Armishaw, Jude, Vujovic, Olga, Penn, Matthew, Cundill, Pauline, Forgan-Smith, George, Gall, John, Pickett, Claire, Lal, Luxi, Mak, Anne, Spelman, Tim D., Nguyen, Long, Murphy, Dean A., Ryan, Kathleen E., El-Hayek, Carol, West, Michael, Ruth, Simon, Batrouney, Colin, Lockwood, John T., Hoy, Jennifer F., Hellard, Margaret E. ... for the PrEPX Study Team (2019). Association of HIV preexposure prophylaxis with incidence of sexually transmitted infections among individuals at high risk of HIV infection. JAMA, 321 (14) 1380, 1380-1390. doi: 10.1001/jama.2019.2947
Callander, Denton, Moreira, Clarissa, El-Hayek, Carol, Asselin, Jason, van Gemert, Caroline, Smith, Lucy Watchirs, Long Nguyen, , Dimech, Wayne, Boyle, Douglas I. R., Donovan, Basil, Stoove, Mark, Hellard, Margaret and Guy, Rebecca (2018). Monitoring the Control of Sexually Transmissible Infections and Blood-Borne Viruses: Protocol for the Australian Collaboration for Coordinated Enhanced Sentinel Surveillance (ACCESS). Jmir Research Protocols, 7 (11) PMID 30459142, e11028. doi: 10.2196/11028
Ryan, Kathleen E., Mak, Anne, Stoove, Mark, Price, Brian, Fairley, Christopher K., Ruth, Simon, Lai, Luxshimi, Asselin, Jason, El-Hayek, Carol, Nguyen, Long, Batrouney, Colin, Wilson, David, Lockwood, John, Murphy, Dean, Cornelisse, Vincent J., Roth, Norman, Willcox, Jeff, Chang, Christina C., Armishaw, Judy, Tee, Ban K., Penn, Matthew, Forgan-Smith, George, Williams, Christopher, Montgomery, Jeff, Byron, Kat, Coelho, Alison, Allen, Brent, Wiggins, Jeremy, Kelsall, Jenny ... Wright, Edwina J. (2018). Protocol for an HIV Pre-exposure Prophylaxis (PrEP) Population Level Intervention Study in Victoria Australia: The PrEPX Study. Frontiers in Public Health, 6 151. doi: 10.3389/fpubh.2018.00151
Scott, Nick, Stoove, Mark, Wilson, David P., Keiser, Olivia, El-Hayek, Carol, Doyle, Joseph and Hellard, Margaret (2018). Eliminating hepatitis C virus as a public health threat among HIV-positive men who have sex with men: a multi-modelling approach to understand differences in sexual risk behaviour. Journal of the International Aids Society, 21 (1) e25059. doi: 10.1002/jia2.25059
Peach, Elizabeth, Lemoh, Chris, Stoove, Mark, Agius, Paul, El Hayek, Carol, Higgins, Nasra and Hellard, Margaret (2018). Aiming for 90-90-90-the importance of understanding the risk factors for HIV exposure and advanced HIV infection in migrant populations and other groups who do not report male-to-male sex. Sexual Health, 15 (5), 441-450. doi: 10.1071/SH17192
Ampt, F. H., El Hayek, C., Agius, P. A., Bowring, A. L., Bartnik, N., Van Gemert, C., Fairley, C. K., Chow, E. P. F., Bradshaw, C. S., Stephens, N., Lim, M. S. C. and Hellard, M. E. (2017). Anorectal swabs as a marker of male-to-male sexual exposure in STI surveillance systems. Epidemiology and Infection, 145 (12), 2530-2535. doi: 10.1017/S095026881700098X
Wilkinson, Anna L., El-Hayek, Carol, Fairley, Christopher K., Roth, Norm, Tee, B. K., McBryde, Emma, Hellard, Margaret and Stoové, Mark (2017). Wilkinson et al. Respond to "Latent transition analyses in clinical cohorts". American Journal of Epidemiology, 185 (8), 639-640. doi: 10.1093/aje/kww238
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
Wilkinson, Anna L., Mcnamee, Kathleen, El-Hayek, Carol, Chow, Eric P. F., Bradshaw, Catriona S., Roth, Norm, Tee, B. K., Stoove, Mark and Hellard, Margaret (2017). Utility of risk-based chlamydia testing in primary care: analysis of retrospective surveillance data among women in Melbourne, Australia. Sexual Health, 14 (3), 268-273. doi: 10.1071/SH16202
Pierce, Anna B., El-Hayek, Carol, McCarthy, Damien, Armishaw, Jude, Watson, Kerrie, Wilkinson, Anna, Price, Brian, Wright, Edwina J., Hoy, Jennifer F. and Stoove, Mark A. (2017). Comparing non-occupational post-exposure prophylaxis drug regimens for HIV: insights from a linked HIV surveillance system. Sexual Health, 14 (2), 179-187. doi: 10.1071/SH16132
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
Ryan, Kathleen E., Wilkinson, Anna L., Leitinger, David, El-Hayek, Carol, Ryan, Claire, Pedrana, Alisa, Hellard, Margaret and Stoove, Mark (2016). Characteristics of gay, bisexual and other men who have sex with men testing and retesting at Australia's first shop-front rapid point-of-care HIV testing service. Sexual Health, 13 (6), 560-567. doi: 10.1071/SH16027
Wilkinson, Anna L., Pedrana, Alisa E., El-Hayek, Carol, Vella, AlyceM., Asselin, Jason, Batrouney, Colin, Fairley, Christopher K., Read, Tim R. H., Hellard, Margaret and Stoove, Mark (2016). The Impact of a Social Marketing Campaign on HIV and Sexually Transmissible Infection Testing Among Men Who Have Sex With Men in Australia. Sexually Transmitted Diseases, 43 (1), 49-56. doi: 10.1097/OLQ.0000000000000380
Ali, Hammad, Cameron, Ewan, Drovandi, Christopher C., Mccaw, James M., Guy, Rebecca J., Middleton, Melanie, El-Hayek, Carol, Hocking, Jane S., Kaldor, John M., Donovan, Basil and Wilson, David P. (2015). A new approach to estimating trends in chlamydia incidence. Sexually Transmitted Infections, 91 (7), 513-519. doi: 10.1136/sextrans-2014-051631
Wilkinson, A. L., El-Hayek, C. and Spelman, T. (2015). "Seek, Test, Treat" Lessons From Australia: A Study of HIV Testing Patterns From a Cohort of Men Who Have Sex With Men (vol 69, pg e85, 2015). Jaids-Journal of Acquired Immune Deficiency Syndromes, 70 (1), E35-E35. doi: 10.1097/QAI.0000000000000766
McMahon, James H., Moore, Richard, Eu, Beng, Tee, Ban-Kiem, Chen, Marcus, El-Hayek, Carol, Street, Alan, Woolley, Ian, Buggie, Andrew, Collins, Danielle, Medland, Nicholas and Hoy, Jennifer (2015). Clinic Network Collaboration and Patient Tracing to Maximize Retention in HIV Care. Plos One, 10 (5) e0127726. doi: 10.1371/journal.pone.0127726
Baggaley, Rachel, Johnson, Cheryl, Calleja, Jesus Maria Garcia, Sabin, Keith, Obermeyer, Carla, Taegtmeyer, Miriam, Zaba, Basia, El-Hayek, Carol and Singh, Jerome Amir (2015). Routine feedback of test results to participants in clinic- and survey-based surveillance of HIV. Bulletin of the World Health Organization, 93 (5), 352-355. doi: 10.2471/BLT.15.153031
Wilkinson, Anna Lee, El-Hayek, Carol, Spelman, Tim, Fairley, Christopher, Leslie, David, McBryde, Emma, Hellard, Margaret and Stoové, Mark (2015). "seek, test, treat" lessons from Australia: A study of HIV testing patterns from a cohort of men who have sex with men. Journal of Acquired Immune Deficiency Syndromes, 69 (4), 460-465. doi: 10.1097/QAI.0000000000000613
Wilkinson, Anna L., McMahon, James, Cheah, Yik-Siang, Bradshaw, Catriona S., El-Hayek, Carol and Stoove, Mark (2015). Paying the price in an era of HIV treatment as prevention: a retrospective study of the cost burden of HIV treatment for people living with HIV in Victoria, Australia. Sexual Health, 12 (1), 34-38. doi: 10.1071/SH14144
Lim, Megan S. C., El-Hayek, Carol, Goller, Jane L., Fairley, Christopher K., Nguyen, Phuong L. T., Hamilton, Rochelle A., Henning, Dorothy J., McNamee, Kathleen M., Hellard, Margaret E. and Stoove, Mark A. (2014). Trends in chlamydia positivity among heterosexual patients from the Victorian Primary Care Network for Sentinel Surveillance, 2007-2011. Medical Journal of Australia, 200 (3), 166-169. doi: 10.5694/mja13.10108
Guy, Rebecca, El-Hayek, Carol, Fairley, Christopher K., Wand, Handan, Carr, Andrew, McNulty, Anna, Hoy, Jenny, Bourne, Christopher, McAllister, John, Tee, B. K., Baker, David, Roth, Norman, Stoove, Mark and Chen, Marcus (2013). Opt-Out and Opt-In Testing Increases Syphilis Screening of HIV-Positive Men Who Have Sex with Men in Australia. Plos One, 8 (8) e71436. doi: 10.1371/journal.pone.0071436
Lucky, Tarana T. A., McDonald, Ann M., Wand, Handan, Lam, Meeyin, El-Hayek, Carol and Wilson, David P. (2013). Merging Australia's national HIV and AIDS registries: improving quality and completeness of data. Australian and New Zealand Journal of Public Health, 37 (4), 393-394. doi: 10.1111/1753-6405.12092
Snow, Anthony F., Vodstrcil, Lenka A., Fairley, Christopher K., El-Hayek, Carol, Cummings, Rosey, Owen, Louise, Roth, Norman, Hellard, Margaret E. and Chen, Marcus Y. (2013). Introduction of a sexual health practice nurse is associated with increased STI testing of men who have sex with men in primary care. Bmc Infectious Diseases, 13 298. doi: 10.1186/1471-2334-13-298
Feigin, Anita, El-Hayek, Carol, Hellard, Margaret, Pedrana, Alisa, Donnan, Ellen, Fairley, Christopher, Tee, B. K. and Stoove, Mark (2013). Increases in newly acquired HIV infections in Victoria, Australia: epidemiological evidence of successful prevention?. Sexual Health, 10 (2), 166-170. doi: 10.1071/SH12064
Wilkinson, Anna L., Lim, Megan S. C., Stoove, Mark, Fairley, Christopher K., Chen, Marcus, El-Hayek, Carol, Denham, Ian and Hellard, Margaret (2013). Is rectal gonorrhoea a lead indicator of HIV transmission among men who have sex with men in Victoria, Australia?. Sexual Health, 10 (2), 188-189. doi: 10.1071/SH12145
Graham, Simon, Guy, Rebecca J., Donovan, Basil, McManus, Hamish, Su, Jiunn-Yih, El-Hayek, Carol, Kwan, Kellie S. H., Dyda, Amalie, Wand, Handan C. and Ward, James S. (2012). Epidemiology of chlamydia and gonorrhoea among indigenous and non-indigenous Australians, 2000–2009. Medical Journal of Australia, 197 (11-12), 642-646. doi: 10.5694/mja12.10163
Wilkinson, Anna, El-Hayek, Carol, Fairley, Christopher K., Leslie, David, Roth, Norm, Tee, B. K., Hellard, Margaret E. and Stoove, Mark (2012). Incidence and risk factors associated with chlamydia in men who have sex with men: a cohort analysis of Victorian Primary Care Network for Sentinel Surveillance data. Sexually Transmitted Infections, 88 (5), 319-324. doi: 10.1136/sextrans-2011-050270
Pedrana, Alisa, Hellard, Margaret, Guy, Rebecca, El-Hayek, Carol, Gouillou, Maelenn, Asselin, Jason, Batrouney, Colin, Phuong Nguyen, and Stoove, Mark (2012). Stop the Drama Downunder: A Social Marketing Campaign Increases HIV/Sexually Transmitted Infection Knowledge and Testing in Australian Gay Men. Sexually Transmitted Diseases, 39 (8), 651-658. doi: 10.1097/OLQ.0b013e318255df06
Grills, Nathan, Grills, Claire, Spelman, Tim, Stoove, Mark, Hellard, Margaret, El-Hayek, Carol and Singh, Rajesh (2012). Prevalence survey of dermatological conditions in mountainous north India. International Journal of Dermatology, 51 (5), 579-587. doi: 10.1111/j.1365-4632.2011.05131.x
Guy, Rebecca J., Spelman, Tim, Stoove, Mark, El-Hayek, Carol, Goller, Jane, Fairley, Christopher K., Leslie, David, Tee, B. K., Roth, Norman, Grulich, Andrew E. and Hellard, Margaret E. (2011). Risk factors for HIV seroconversion in men who have sex with men in Victoria, Australia: results from a sentinel surveillance system. Sexual Health, 8 (3), 319-329. doi: 10.1071/SH10095
El-Hayek, Carol, Bergeri, Isabel, Hellard, Margaret E., Pedrana, Alisa E., Higgins, Nasra, Breschkin, Alan and Stoove, Mark (2010). The changing age distribution of men who have sex with men diagnosed with HIV in Victoria. Medical Journal of Australia, 193 (11-12), 655-658. doi: 10.5694/j.1326-5377.2010.tb04095.x
Guy, R., Goller, J. L., Spelman, T., El-Hayek, C., Gold, J., Lim, M., Leslie, D., Tee, B. K., Roth, N., Anderson, J., Fairley, C. K., Kaldor, J. and Hellard, M. (2010). Does the frequency of HIV and STI testing among men who have sex with men in primary care adhere with Australian guidelines?. Sexually Transmitted Infections, 86 (5), 371-376. doi: 10.1136/sti.2009.040972
Goller, Jane L., Guy, Rebecca J., Gold, Judy, Lim, Megan S. C., El-Hayek, Carol, Stoove, Mark A., Bergeri, Isabel, Fairley, Christopher K., Leslie, David E., Clift, Phillip, White, Bethany and Hellard, Margaret E. (2010). Establishing a linked sentinel surveillance system for blood-borne viruses and sexually transmissible infections: methods, system attributes and early findings. Sexual Health, 7 (4), 425-433. doi: 10.1071/SH09116
Conference Papers
Harney, Brendan L., Agius, Paul, Asselin, Jason, Bloch, Mark, Donovan, Basil, Doyle, Joseph, El-Hayek, Carol, Fairley, Christopher K., Guy, Rebecca, Hellard, Margaret, Matthews, Gail, Roth, Norman, Sacks-Davis, Rachel, Stoove, Mark, Traeger, Michael, van Santen, Daniela K. and Wilkinson, Anna (2024). Risk of hepatitis C infection following bacterial sexually transmissible infections among gay and bisexual men in Australia 2016-2020. Annual Meeting of the Infectious-Diseases-Society-for-Obstetrics-and-Gynecology (IDSOG), Boston Ma, Aug 04-06, 2022. PHILADELPHIA: LIPPINCOTT WILLIAMS & WILKINS.
El-Hayek, Carol, Barzegar, Siamak, Faux, Noel, Doyle, Kim, Pillai, Priyanka, Mutch, Simon, Vaisey, Alaina, Ward, Roger, Sanci, Lena, Hocking, Jane, Verspoor, Karin and Boyle, Douglas (2022). Evaluating the performance of existing automated text de-identification tools on patient progress notes from Australian general practice. CLAYTON: CSIRO PUBLISHING.
Traeger, M., Asselin, J., El-Hayek, C., Dittmer, J., Wright, E., Carter, A., Vickers, T., Patel, P., Fairley, C., Donovan, B., Guy, R., Hellard, M. and Stoove, M. (2021). Trends in incidence of bacterial sexually transmitted infections among gay and bisexual men using PrEP in Australia. CHICHESTER: JOHN WILEY & SONS LTD.
Traeger, Michael, Pedrana, Alisa, van Santen, Daniela, Doyle, Joseph, Howell, Jess, Thompson, Alexander, El-Hayek, Carol, Asselin, Jason, Polkinghorne, Victoria, Membrey, Dean, Bramwell, Frances, Carter, Allison, Guy, Rebecca, Stoove, Mark and Hellard, Margaret (2020). Changes in the hepatitis C cascade of care among individuals attending primary and community health services before and after the introduction of direct-acting antiviral treatment in Australia. AMSTERDAM: ELSEVIER.
Stoove, M., Asselin, J., El-Hayek, C., Lewin, S., Allan, B., Hoy, J., Wright, E., Ruth, S., Mills, J., Carter, C., West, M., Manwaring, J., Fischer, A., Wilkinson, A., Guy, R., Donovan, B., Calendar, D., Higgins, N., Locke, P., Roth, N., Tee, B., Wilcox, J., Nguyen, L., Ryan, K. and Hellard, M. (2018). HIV prevention in a Fast Track City: trends in time-dependent HIV cascade indicators among gay and bisexual men attending high HIV caseload testing services in Melbourne, Australia. CHICHESTER: JOHN WILEY & SONS LTD.
Traeger, M., Asselin, J., Price, B., Cornelisse, V., Roth, N., Wilcox, J., Tee, B. K., Fairley, C., Chang, C., Armishaw, J., Vujovic, O., Penn, M., Cundill, P., Forgan-Smith, G., Gall, J., Pickett, C., Lal, L., Mak, A., Spelman, T., Nguyen, L., Murphy, D., Ryan, K., El-Hayek, C., Ruth, S., Batrouney, C., Lockwood, J., Hoy, J., Grant, R. M., Hellard, M. ... Wright, E. (2018). Changes, patterns and predictors of sexually transmitted infections in gay and bisexual men using PrEP; interim analysis from the PrEPX demonstration study. CHICHESTER: JOHN WILEY & SONS LTD.
BrendanHarney, , Agius, P., Roth, N., Tee, B. K., Fairley, C. K., Chow, Epf, Leslie, D., Stoove, M. and El-Hayek, C. (2017). RISK OF HIV FOLLOWING REPEAT SEXUALLY TRANSMISSIBLE INFECTIONS AMONG MEN WHO HAVE SEX WITH MEN IN VICTORIA, AUSTRALIA. LONDON: BMJ PUBLISHING GROUP. doi: 10.1136/sextrans-2017-053264.78
Lockwood, J., Asselin, J., Mak, A., Price, B., Murphy, D., Lal, L., El-Hayek, C., Roth, N., Wilcox, J., Fairley, C., Chang, C., Tee, B. K., Penn, M., Forgan-Smith, G., Ruth, S., Joffe, P., Williams, C., Allan, B., Stoove, M., Grant, R. M., de Wit, J. and Wright, E. (2017). Health systems and study design features permitting rapid enrolment of individuals at high-risk of HIV acquisition into a pre-exposure prophylaxis study in Melbourne, Victoria, Australia. CHICHESTER: JOHN WILEY & SONS LTD.
Scott, N., Stoove, M., Wilson, D. P., Keiser, O., El-Hayek, C., Doyle, J. and Hellard, M. (2017). Eliminating hepatitis C virus from HIV-positive men who have sex with men: a multi-modelling approach to understand differences in sexual risk behaviour. International Liver Congress / 52nd Annual Meeting of the European-Association-for-the-Study-of-the-Liver, Amsterdam Netherlands, Apr 19-23, 2017. AMSTERDAM: ELSEVIER SCIENCE BV.
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