Publications

Barton, C. J., Ezzat, A. M., Merolli, M., Williams, C. M., Haines, T., Mehta, N., & Malliaras, P. (2022). "It's second best": A mixed-methods evaluation of the experiences and attitudes of people with musculoskeletal pain towards physiotherapist delivered telehealth during the COVID-19 pandemic. Musculoskelet Sci Pract, 58, 102500. doi:10.1016/j.msksp.2021.102500

Bevens, W., Gray, K., Neate, S. L., Nag, N., Weiland, T. J., Jelinek, G. A., & Simpson-Yap, S. (2021). Characteristics of mHealth app use in an international sample of people with multiple sclerosis. Mult Scler Relat Disord, 54, 103092. doi:10.1016/j.msard.2021.103092

Bevens, W., Weiland, T., Gray, K., Jelinek, G., Neate, S., & Simpson-Yap, S. (2022). Attrition Within Digital Health Interventions for People With Multiple Sclerosis: Systematic Review and Meta-analysis. J Med Internet Res, 24(2), e27735. doi:10.2196/27735

Bevens, W., Weiland, T. J., Gray, K., Neate, S. L., Nag, N., Simpson-Yap, S., . . . Jelinek, G. A. (2022). The Feasibility of a Web-Based Educational Lifestyle Program for People With Multiple Sclerosis: A Randomized Controlled Trial. Front Public Health, 10, 852214. doi:10.3389/fpubh.2022.852214

Brookes, E. M., Snider, J., Hart, G. K., Robbins, R., & Power, D. A. (2021). Serum potassium abnormalities in chronic kidney disease: prevalence, patient characteristics and clinical outcomes. Intern Med J, 51(11), 1906-1918. doi:10.1111/imj.14970

Brown, J. R., Ricket, I. M., Reeves, R. M., Shah, R. U., Goodrich, C. A., Gobbel, G., . . . Matheny, M. E. (2022). Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission? J Am Heart Assoc, e024198. doi:10.1161/jaha.121.024198

Capurro, D., Coghlan, S., & Pires, D. E. V. (2022). Preventing Digital Overdiagnosis. JAMA. doi:10.1001/jama.2021.22969

Choo, D., Dushyanthen, S., Gray, K., Capurro, D., Merolli, M, Chapman, B. E., . . . Lyons, K. (2021). Designing a professional development online short course to foster Learning Healthcare Systems. Int J Med Inform, 158, 104666. doi:10.1016/j.ijmedinf.2021.104666

Conway, M., Citrenbaum, C., & Chen, A. T. (2022). Substance use-related stigma: an exploratory study of search behavior using Google trends (2004-2021). Am J Drug Alcohol Abuse, 1-3. doi:10.1080/00952990.2022.2068422

Curran, E., Chong, T. W. H., Godbee, K., Abraham, C., Lautenschlager, N. T., & Palmer, V. J. (2021). General population perspectives of dementia risk reduction and the implications for intervention: A systematic review and thematic synthesis of qualitative evidence. PLoS One, 16(9), e0257540. doi:10.1371/journal.pone.0257540

Duke, D. L. M., Prictor, M., Ekinci, E., Hachem, M., & Burchill, L. J. (2021). Culturally Adaptive Governance-Building a New Framework for Equity in Aboriginal and Torres Strait Islander Health Research: Theoretical Basis, Ethics, Attributes and Evaluation. Int J Environ Res Public Health, 18(15). doi:10.3390/ijerph18157943

Gilbert, C., Gray, K., & Pritchard, S. (2021). Health Information Work: A Scoping Review. In K. Butler-Henderson, K. Day, & K. Gray (Eds.), The Health Information Workforce : Current and Future Developments (pp. 23-54). Cham: Springer International Publishing.

Goff, A. J., De Oliveira Silva, D., Merolli, M., Bell, E. C., Crossley, K. M., & Barton, C. J. (2021). Patient education improves pain and function in people with knee osteoarthritis with better effects when combined with exercise therapy: a systematic review. J Physiother, 67(3), 177-189. doi:10.1016/j.jphys.2021.06.011

Grando, A., Ancker, J. S., Tao, D., Howe, R., Coonan, C., Johns, M., & Chapman, W. (2021). Design and evaluation of a Women in American Medical Informatics Association (AMIA) leadership program. J Am Med Inform Assoc. doi:10.1093/jamia/ocab232

Grando, A., Ancker, J. S., Tao, D., Howe, R., Coonan, C., Johns, M., & Chapman, W (2021). Design and evaluation of a Women in American Medical Informatics Association (AMIA) leadership program. J Am Med Inform Assoc, 29(1), 163-170. doi:10.1093/jamia/ocab232

Gray, K., Chapman, W., Khan, U. R., Borda, A., Budge, M., Dutch, M., . . . Wani, T. A. (2022). The Rapid Development of Virtual Care Tools in Response to COVID-19: Case Studies in Three Australian Health Services. JMIR Form Res, 6(4), e32619. doi:10.2196/32619

Gray, K., Chapman, W, Raza Khan, U., Borda, A., Budge, M., Dutch, M., . . . Wani, T. (2021). Rapid development of virtual care tools in response to COVID-19: case studies in three Australian health services. JMIR Preprints, 32619.

Guo, J. W., Keeshin, B. R., Conway, M., Chapman, W. W., & Sward, K. A. (2022). A Scoping Review and Content Analysis of Common Depressive Symptoms of Young People. J Sch Nurs, 38(1), 74-83. doi:10.1177/10598405211012680

Kariotis, T. C., Prictor, M., Chang, S., & Gray, K. (2022). Impact of Electronic Health Records on Information Practices in Mental Health Contexts: Scoping Review. J Med Internet Res, 24(5), e30405. doi:10.2196/30405

Klaic, M., Kapp, S., Hudson, P., Chapman, W, Denehy, L., Story, D., & Francis, J. J. (2022). Implementability of healthcare interventions: an overview of reviews and development of a conceptual framework. Implement Sci, 17(1), 10. doi:10.1186/s13012-021-01171-7

Koh, T. L., Ong, W. L., Farrugia, B., Leong, T., Lapuz, C., & Lim, A. (2021). To biopsy or not to biopsy? Outcomes following stereotactic body radiotherapy (SBRT) for biopsy-confirmed versus radiologically-diagnosed primary lung cancer in a single Australian institution. Asia Pac J Clin Oncol. doi:10.1111/ajco.13614

Kragstrup, T. W., Glintborg, B., Svensson, A. L., McMaster, C., Robinson, P. C., Deleuran, B., & Liew, D. F. (2022). Waiting for JAK inhibitor safety data. RMD Open, 8(1). doi:10.1136/rmdopen-2022-002236

Lewis, M., Palmer, V. J., Kotevski, A., Densley, K., O'Donnell, M. L., Johnson, C., . . . Burchill, L. (2021). Rapid Design and Delivery of an Experience-Based Co-designed Mobile App to Support the Mental Health Needs of Health Care Workers Affected by the COVID-19 Pandemic: Impact Evaluation Protocol. JMIR Res Protoc, 10(3), e26168. doi:10.2196/26168

Liu, J., Capurro, D., Nguyen, A., & Verspoor, K. (2021). Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes. NPJ Digit Med, 4(1), 103. doi:10.1038/s41746-021-00474-9

Lokmic-Tomkins, Z., Choo, D., Foley, P., Dix, S., Wong, P., & Brand, G. (2022). Pre-registration nursing students' perceptions of their baseline digital literacy and what it means for education: A prospective COHORT survey study. Nurse Educ Today, 111, 105308. doi:10.1016/j.nedt.2022.105308

L++., Cochrane, L., Celeste, T., & Burnie, M. (2021). An Interdisciplinary Partnership Approach to Improving the Digital Literacy Skills of Nursing Students to Become Digitally Fluent, Work-Ready Graduates. Stud Health Technol Inform, 284, 103-107. doi:10.3233/shti210679

Lokmic-Tomkins, Z., Marriott, P., Tuddenham, A., & Martin, J. (2021). Using Real-Time Data to Develop and Improve Teaching of Clinical Skills in Virtual Nursing Simulation Laboratories During COVID-19 Pandemic. Stud Health Technol Inform, 284, 153-157. doi:10.3233/shti210688

Maadi, M., Akbarzadeh Khorshidi, H., & Aickelin, U. (2021). A Review on Human-AI Interaction in Machine Learning and Insights for Medical Applications. Int J Environ Res Public Health, 18(4). doi:10.3390/ijerph18042121

Malliaras, P., Merolli, M., Williams, C. M., Caneiro, J. P., Haines, T., & Barton, C. (2021). 'It's not hands-on therapy, so it's very limited': Telehealth use and views among allied health clinicians during the coronavirus pandemic. Musculoskelet Sci Pract, 52, 102340. doi:10.1016/j.msksp.2021.102340

Manias, E., Street, M., Lowe, G., Low, J. K., Gray, K., & Botti, M. (2021). Associations of person-related, environment-related and communication-related factors on medication errors in public and private hospitals: a retrospective clinical audit. BMC Health Serv Res, 21(1), 1025. doi:10.1186/s12913-021-07033-8

McMaster, C., Liew, D. F. L., Liu, B., & Schachna, L. (2022). Comment on: Deep learning algorithms for magnetic resonance imaging of inflammatory sacroiliitis in axial spondyloarthritis. Rheumatology (Oxford). doi:10.1093/rheumatology/keac215

Merolli, M., Francis, J. J., Vallance, P., Bennell, K. L., Malliaras, P., & Hinman, R. S. (2021). Patient-Facing Mobile Apps to Support Physiotherapy Care: Protocol for a Systematic Review of Apps Within App Stores. JMIR Res Protoc, 10(12), e29047. doi:10.2196/29047

Merolli, M., Gray, K., Choo, D., Lawford, B. J., & Hinman, R. S. (2022). Use, and acceptability, of digital health technologies in musculoskeletal physical therapy: A survey of physical therapists and patients. Musculoskeletal Care, Online ahead of print. doi:10.1002/msc.1627

Merolli, M., Hinman, R. S., Lawford, B. J., Choo, D., & Gray, K. (2021). Digital Health Interventions in Physiotherapy: Development of Client and Health Care Provider Survey Instruments. JMIR Res Protoc, 10(7), e25177. doi:10.2196/25177

Ploderer, B., Rezaei Aghdam, A., & Burns, K. (2022). Patient-Generated Health Photos and Videos Across Health and Well-being Contexts: Scoping Review. J Med Internet Res, 24(4), e28867. doi:10.2196/28867

Prictor, M.(2022). Clinical Software and Bad Decisions: The "Practice Fusion" Settlement and Its Implications. J Bioeth Inq. doi:10.1007/s11673-022-10187-7

Ritchie, A., McDonald, S., Lewis, S., Gilbert, C., Solomons, T., Kang, K., & Kuusniemi, M.-E. (2021). Working as a Health Research Information Specialist. In K. Butler-Henderson, K. Day, & K. Gray (Eds.), The Health Information Workforce: Current and future developments (pp. 295-307). Cham: Springer.

Siuly, S., Aickelin, U., Kabir, E., Huang, Z., & Zhang, Y. (2021). Guest Editorial: Special issue on "Artificial Intelligence in Health Informatics". Health Inf Sci Syst, 9(1), 23. doi:10.1007/s13755-021-00155-7

Tan, S. C., Cross, A., & Ghosh, A. (2022). Impact of lockdowns on critical care service demand in a metropolitan hospital in Melbourne, Australia. Emerg Med Australas, 34(1), 52-57. doi:10.1111/1742-6723.13835

Tan, S. C., Ma, H., Hart, G. K., & Holdsworth, M. (2022). Rapid response teams: A review of data collection practice in Victoria, Australia. Aust Crit Care. doi:10.1016/j.aucc.2021.12.001

Vagg, T., Shanthikumar, S., Morrissy, D., Chapman, W. W., Plant, B. J., & Ranganathan, S. (2021). Telehealth and virtual health monitoring in cystic fibrosis. Curr Opin Pulm Med, 27(6), 544-553. doi:10.1097/mcp.0000000000000821

Verspoor, K. (2021). The Evolution of Clinical Knowledge During COVID-19: Towards a Global Learning Health System. Yearb Med Inform, 30(1), 176-184. doi:10.1055/s-0041-1726503

Wray, C. M., Vali, M., Walter, L. C., Christensen, L., Abdelrahman, S., Chapman, W., & Keyhani, S. (2021). Examining the Interfacility Variation of Social Determinants of Health in the Veterans Health Administration. Fed Pract, 38(1), 15-19. doi:10.12788/fp.0080

Wray, C. M., Vali, M., Walter, L. C., Christensen, L., Chapman, W., Austin, P. C., . . . Keyhani, S. (2021). Examining the association of social risk with heart failure readmission in the Veterans Health Administration. BMC Health Serv Res, 21(1), 874. doi:10.1186/s12913-021-06888-1