Research Output

2020

Addition of K22 converts spider venom peptide Pme2a from an activator to an inhibitor of NaV1.7

Yin, K., Deuis, J. R., Dekan, Z., Jin, A-H., Alewood, P. F., King, G. F., Herzig, V. & Vetter, I., 19 Feb 2020, In : Biomedicines. 8, 2, p. 1-9 9 p., 37.

Research output: Contribution to journalArticle

Open Access
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3 Downloads (Pure)

A Deep Learning Methodology for Differentiating Glioma Recurrence from Radiation Necrosis using Multimodal MRI: Algorithm Development and Validation

Gao, Y., Xiao, X., Han, B., Li, G., Ning, X., Wang, D., Cai, W., Kikinis, R., Berkovsky, S., Di Ieva, A., Zhang, L., Ji, N. & Liu, S., 2 May 2020, (Submitted) In : JMIR Medical Informatics.

Research output: Contribution to journalArticle

An electronic clinical decision support system for the management of low back pain in community pharmacy: development and mixed methods feasibility study

Downie, A. S., Hancock, M., Abdel Shaheed, C., McLachlan, A. J., Kocaballi, A. B., Williams, C. M., Michaleff, Z. A. & Maher, C. G., 11 May 2020, In : JMIR Medical Informatics. 8, 5, 15 p., e17203.

Research output: Contribution to journalArticle

Open Access
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1 Downloads (Pure)

Chatbots in the fight against the COVID-19 pandemic

Miner, A. S., Laranjo, L. & Kocaballi, A. B., 5 May 2020, In : npj Digital Medicine. 3, p. 1-4 4 p., 65.

Research output: Contribution to journalArticle

Open Access
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2 Downloads (Pure)

Conversational agents for health and wellbeing

Kocaballi, A. B., Quiroz, J. C., Laranjo, L., Rezazadegan, D., Kocielnik, R., Clark, L., Liao, Q. V., Park, S. Y., Moore, R. J. & Miner, A., Apr 2020, CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p. W33

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
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3 Downloads (Pure)

Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Liu, S., Shah, Z., Sav, A., Russo, C., Berkovsky, S., Qian, Y., Coiera, E. & Di Ieva, A., 7 May 2020, In : Scientific Reports. 10, p. 1-11 11 p., 7733.

Research output: Contribution to journalArticle

Open Access
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2 Downloads (Pure)

Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States

Zhang, H., Wheldon, C., Dunn, A. G., Tao, C., Huo, J., Zhang, R., Prosperi, M., Guo, Y. & Bian, J., 1 Feb 2020, In : Journal of the American Medical Informatics Association : JAMIA. 27, 2, p. 225-235 11 p.

Research output: Contribution to journalArticle

Patient work and their contexts: scoping review

Yin, K., Jung, J., Coiera, E., Laranjo, L., Blandford, A., Khoja, A., Tai, W-T., Psillakis Phillips, D. & Lau, A. Y. S., 2 Jun 2020, In : Journal of Medical Internet Research. 22, 6, p. 1-16 16 p., e16656.

Research output: Contribution to journalArticle

Open Access
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3 Downloads (Pure)

Player experience of needs satisfaction (PENS) in an immersive virtual reality exercise platform describes motivation and enjoyment

Ijaz, K., Ahmadpour, N., Wang, Y. & Calvo, R. A., 11 Feb 2020, In : International Journal of Human-Computer Interaction. 36, 13, p. 1195-1204 10 p.

Research output: Contribution to journalArticle

Open Access
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4 Downloads (Pure)

Revisiting habitability in conversational systems

Kocaballi, A. B., Coiera, E. & Berkovsky, S., Apr 2020, CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p. LBW011

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
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11 Downloads (Pure)

Social influence in the uptake and use of electronic cigarettes: a systematic review

Amin, S., Dunn, A. G. & Laranjo, L., 1 Jan 2020, In : American Journal of Preventive Medicine. 58, 1, p. 129-141 13 p.

Research output: Contribution to journalReview article

1 Citation (Scopus)
2019

An immersive virtual reality platform for assessing spatial navigation memory in predementia screening: feasibility and usability study

Ijaz, K., Ahmadpour, N., Naismith, S. L. & Calvo, R. A., 3 Sep 2019, In : Jmir mental health. 6, 9, p. 1-14 14 p., e13887.

Research output: Contribution to journalArticle

Open Access
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1 Citation (Scopus)
17 Downloads (Pure)

Artificial intelligence for participatory health: applications, impact, and future implications

Denecke, K., Gabarron, E., Grainger, R., Konstantinidis, S. T., Lau, A., Rivera-Romero, O., Miron-Shatz, T. & Merolli, M., 1 Aug 2019, In : Yearbook of Medical Informatics. 28, 1, p. 165-173 9 p.

Research output: Contribution to journalReview article

Open Access
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1 Downloads (Pure)

Artificial intelligence in clinical decision support: challenges for evaluating AI and practical implications

Magrabi, F., Ammenwerth, E., McNair, J. B., De Keizer, N. F., Hyppönen, H., Nykänen, P., Rigby, M., Scott, P. J., Vehko, T., Wong, Z. S. Y. & Georgiou, A., 1 Aug 2019, In : Yearbook of Medical Informatics. 28, 1, p. 128-134 7 p.

Research output: Contribution to journalArticle

Open Access
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13 Downloads (Pure)

Artificial intelligence in health: new opportunities, challenges, and practical implications

Lau, A. Y. S., Staccini, P. & Section Editors for the IMIA Yearbook Section on Education and Consumer Health Informatics, 1 Aug 2019, In : Yearbook of Medical Informatics. 28, 1, p. 174-178 5 p.

Research output: Contribution to journalReview article

Open Access
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A scoping review of Aboriginal and Torres Strait Islander health promotion programs focused on modifying chronic disease risk factors

Canuto, K. J., Aromataris, E., Burgess, T., Davy, C., McKivett, A., Schwartzkopff, K., Canuto, K., Tufanaru, C., Lockwood, C. & Brown, A., 14 Nov 2019, (Accepted/In press) In : Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals. 29 p.

Research output: Contribution to journalReview article

Automatically appraising the credibility of vaccine-related web pages shared on social media: a Twitter surveillance study

Shah, Z., Surian, D., Dyda, A., Coiera, E., Mandl, K. D. & Dunn, A. G., 4 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-14 14 p., e14007.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
5 Downloads (Pure)

Building usability knowledge for health information technology: a usability-oriented analysis of incident reports

Marcilly, R., Schiro, J., Beuscart-Zéphir, M. C. & Magrabi, F., May 2019, In : Applied Clinical Informatics. 10, 3, p. 395-408 14 p.

Research output: Contribution to journalArticle

Challenges of health analytics utilization: a review of literature

Khalifa, M., 1 Jan 2019, Health informatics vision: from data via information to knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). Amsterdam: IOS Press, p. 55-58 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Clinical indicators for common paediatric conditions: processes, provenance and products of the CareTrack Kids study

Wiles, L. K., Hooper, T. D., Hibbert, P. D., Molloy, C., White, L., Jaffe, A., Cowell, C. T., Harris, M. F., Runciman, W. B., Schmiede, A., Dalton, C., Hallahan, A. R., Dalton, S., Williams, H., Wheaton, G., Murphy, E. & Braithwaite, J., 9 Jan 2019, In : PLoS ONE. 14, 1, p. 1-23 23 p., e0209637.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
2 Downloads (Pure)

Context-aware systems for chronic disease patients: scoping review

Yin, K., Laranjo, L., Tong, H. L., Lau, A. Y. S., Kocaballi, A. B., Martin, P., Vagholkar, S. & Coiera, E., 17 Jun 2019, In : Journal of Medical Internet Research. 21, 6, p. 1-8 8 p., e10896.

Research output: Contribution to journalReview article

Open Access
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10 Downloads (Pure)

Efficacy of a mobile social networking intervention in promoting physical activity: quasi-experimental study

Tong, H. L., Coiera, E., Tong, W., Wang, Y., Quiroz, J. C., Martin, P. & Laranjo da Silva, L., 28 Mar 2019, In : JMIR mHealth and uHealth. 7, 3, p. 1-15 15 p., e12181.

Research output: Contribution to journalArticle

Open Access
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19 Downloads (Pure)
Open Access
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4 Downloads (Pure)

How organisations promoting vaccination respond to misinformation on social media: a qualitative investigation

Steffens, M. S., Dunn, A. G., Wiley, K. E. & Leask, J., 23 Oct 2019, In : BMC Public Health. 19, 1, p. 1-12 12 p., 1348.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
37 Downloads (Pure)

HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users

Dyda, A., Shah, Z., Surian, D., Martin, P., Coiera, E., Dey, A., Leask, J. & Dunn, A. G., Aug 2019, In : Human Vaccines and Immunotherapeutics. 15, 7-8, p. 1488-1495 8 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
43 Downloads (Pure)

Impact of facebook ads for sexual health promotion via an educational web app: a case study

Gabarron, E., Luque, L. F., Schopf, T. R., Lau, A. Y. S., Armayones, M., Wynn, R. & Serrano, J. A., 2019, Healthcare policy and reform: concepts, methodologies, tools, and applications. IGI Global, Vol. 2. p. 990-1003 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Improving patient safety by reducing falls in hospitals among the elderly: a review of successful strategies

Khalifa, M., 1 Jan 2019, Health informatics vision: from data via information to knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). Amsterdam: IOS Press, p. 340-343 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Machine learning in clinical practice: prospects and pitfalls

Scott, I. A., Cook, D., Coiera, E. W. & Richards, B., 1 Sep 2019, In : Medical Journal of Australia. 211, 5, p. 203-205.e1 4 p.

Research output: Contribution to journalArticle

Modeling spatiotemporal factors associated with sentiment on twitter: synthesis and suggestions for improving the identification of localized deviations

Shah, Z., Martin, P., Coiera, E., Mandl, K. D. & Dunn, A. G., 8 May 2019, In : Journal of Medical Internet Research. 21, 5, p. 1-16 16 p., e12881.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
6 Downloads (Pure)

Nurses acceptance of automated medication dispensing cabinets

Elkady, T., Rees, A. & Khalifa, M., 1 Jan 2019, Health informatics vision: from data via information to knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). Amsterdam: IOS Press, p. 47-50 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Pathways to conspiracy: the social and linguistic precursors of involvement in Reddit’s conspiracy theory forum

Klein, C., Clutton, P. & Dunn, A. G., 18 Nov 2019, In : PLoS ONE. 14, 11, p. 1-23 23 p., e0225098.

Research output: Contribution to journalReview article

Open Access
File
4 Citations (Scopus)
2 Downloads (Pure)

Prospective validation of a checklist to predict short-term death in older patients after emergency department admission in Australia and Ireland

Cardona, M., O'Sullivan, M., Lewis, E. T., Turner, R. M., Garden, F., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, D. C. W., Gallego-Luxan, B., McCarthy, S., Hillman, K. & Breen, D., Jun 2019, In : Academic Emergency Medicine. 26, 6, p. 610-620 11 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)

Reduced verification of medication alerts increases prescribing errors

Lyell, D., Magrabi, F. & Coiera, E., 30 Jan 2019, In : Applied Clinical Informatics. 10, 1, p. 66-76 11 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

The timing and frequency of trial inclusion in systematic reviews of type 2 diabetes drugs was associated with trial characteristics

Dunn, A. G., Orenstein, L., Coiera, E., Mandl, K. D. & Bourgeois, F. T., 1 May 2019, In : Journal of Clinical Epidemiology. 109, p. 62-69 8 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Tracking a moving user in indoor environments using Bluetooth low energy beacons

Surian, D., Kim, V., Menon, R., Dunn, A. G., Sintchenko, V. & Coiera, E., 1 Oct 2019, In : Journal of Biomedical Informatics. 98, p. 1-9 9 p., 103288.

Research output: Contribution to journalArticle

Trial2rev: combining machine learning and crowd-sourcing to create a shared space for updating systematic reviews

Martin, P., Surian, D., Bashir, R., Bourgeois, F. T. & Dunn, A. G., Apr 2019, In : JAMIA Open. 2, 1, p. 15-22 8 p., ooy062.

Research output: Contribution to journalArticle

Open Access
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20 Downloads (Pure)

Using PubMed to generate email lists of participants for healthcare survey research: a simple and practical approach

Khalifa, M., 1 Jan 2019, Health informatics vision: from data via information to knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). Amsterdam: IOS Press, p. 348-351 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Why is it so difficult to govern mobile apps in healthcare?

Magrabi, F., Habli, I., Sujan, M., Wong, D., Thimbleby, H., Baker, M. & Coiera, E., 1 Nov 2019, In : BMJ Health and Care Informatics. 26, 1, p. 1-5 5 p., 100006.

Research output: Contribution to journalComment/opinion

Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)
2018

An empirically defined decision tree to predict systematic reviews at risk of change in conclusion

Bashir, R., Surian, D. & Dunn, A. G., Sep 2018, In : Cochrane Database of Systematic Reviews. 9, Supplement 1, p. 122-123 2 p.

Research output: Contribution to journalMeeting abstract

A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates

Surian, D., Dunn, A. G., Orenstein, L., Bashir, R., Coiera, E. & Bourgeois, F. T., 1 Mar 2018, In : Journal of Biomedical Informatics. 79, p. 32-40 9 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
18 Citations (Scopus)

Automated screening of research studies for systematic reviews using study characteristics

Tsafnat, G., Glasziou, P., Karystianis, G. & Coiera, E., 25 Apr 2018, In : Systematic Reviews. 7, 1, p. 1-9 9 p., 64.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
10 Downloads (Pure)

Automatic mining of symptom severity from psychiatric evaluation notes

Karystianis, G., Nevado, A. J., Kim, C. H., Dehghan, A., Keane, J. A. & Nenadic, G., 1 Mar 2018, In : International Journal of Methods in Psychiatric Research. 27, 1, p. 1-11 11 p., e1602.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
14 Downloads (Pure)